From dc7c91800eb5922cbd5678fbbae5270020bed035 Mon Sep 17 00:00:00 2001
From: vee <vee@git.kendeji.fun>
Date: Tue, 4 Aug 2026 17:51:38 +0800
Subject: [PATCH] feat: integrate cabin CAN and verified dynamic seat modes

---
 .gitignore                                    |     9 +
 README.md                                     |     4 +-
 apps/web-console/app.js                       |   165 +-
 apps/web-console/index.html                   |    10 +-
 apps/web-console/service-worker.js            |     6 +-
 apps/web-console/styles.css                   |    53 +
 .../hil/cabin_dual_channel_hil_20260804.json  |    87 +
 ...adle_rev10_continuous_cruise_20260804.json |    63 +
 .../hil/dynamic_cradle_rev9_20260804.json     |    88 +
 .../hil/rocking_horse_rev11_20260804.json     |   343 +
 ...orse_rev12_cushion_amplitude_20260804.json |   343 +
 ...ev13_horizontal_compensation_20260804.json |   343 +
 ...seat_frontend_hil_20260801_final_rev6.json |  2214 +++
 ...frontend_hil_20260801_final_rev6_safe.json |  1980 +++
 .../hil/seat_frontend_hil_20260801_run1.json  |  3352 ++++
 .../hil/seat_frontend_hil_20260801_run2.json  |  3124 ++++
 ...seat_frontend_hil_20260801_run3_modes.json |   764 +
 ...at_frontend_hil_20260801_run4_m0_home.json |   240 +
 ...ontend_hil_20260801_run5_m0_home_rev5.json |    62 +
 ...ontend_hil_20260801_run6_m0_home_rev5.json |   240 +
 ..._20260801_run7_rev6_flash_thermal_off.json |   363 +
 ..._20260802_all_modes_after_timeout_fix.json |  1402 ++
 ...d_hil_20260802_all_modes_post_cleanup.json |   250 +
 ...20260802_gpt56_position_sync_targeted.json |   364 +
 ..._hil_20260802_post_suite_zero_cleanup.json |   250 +
 ...l_20260802_preflight_firmware_restore.json |   363 +
 ...hil_20260802_timeout_fix_post_cleanup.json |   250 +
 ...0260802_timeout_fix_precondition_zero.json |   250 +
 ...tend_hil_20260802_user_requested_run3.json |  3888 ++++
 ...rontend_hil_20260802_user_retest_run2.json |  3888 ++++
 ...hil_20260802_zero_gravity_timeout_fix.json |   252 +
 artifacts/hil/seat_frontend_hil_cleanup.json  |   250 +
 artifacts/hil/seat_frontend_hil_latest.json   | 14719 ++++++++++++++++
 .../hil/seat_relative_motion_regression.json  |  1827 ++
 .../hil/seat_zero_gravity_regression.json     |   252 +
 .../environments/t2g_cabin_bench.example.yaml |    37 +
 .../environments/t2g_seat_bench.example.yaml  |     2 +-
 .../vehicles/denza_n7/dynamic_cradle.yaml     |    82 +
 .../vehicles/denza_n7/rocking_horse.yaml      |   103 +
 config/native_can_capabilities/door.yaml      |    21 +
 .../interior_light.yaml                       |    35 +
 config/native_can_capabilities/outlet.yaml    |    27 +
 config/native_can_capabilities/window.yaml    |    35 +
 contracts/schemas/command-plan.schema.json    |    14 +
 docs/workflows/t2g-cabin-dual-channel-can.md  |    53 +
 docs/workflows/t2g-seat-hardware-bench.md     |    18 +-
 domains/climate/config/capabilities.yaml      |    18 +-
 .../schemas/function-parameters.schema.json   |    25 +-
 domains/roof/config/capabilities.yaml         |    12 +
 .../schemas/function-parameters.schema.json   |    11 +
 .../seat/can/seat-motion-hardware-matrix.yaml |    12 +
 domains/seat/can/signal-mapping.hardware.yaml |    22 +-
 domains/seat/config/capabilities.yaml         |    42 +-
 .../schemas/function-parameters.schema.json   |    29 +-
 domains/seat/src/seat_domain/compiler.py      |    45 +-
 domains/seat/src/seat_domain/executor.py      |    65 +
 domains/seat/src/seat_domain/generator.py     |    69 +
 .../seat/src/seat_domain/hardware_compiler.py |    69 +-
 .../seat/src/seat_domain/hardware_executor.py |   101 +-
 domains/seat/src/seat_domain/validator.py     |    15 +
 .../tests/integration/test_seat_service.py    |    35 +
 domains/seat/tests/unit/test_t2g_hardware.py  |   147 +-
 .../App/seat_dynamic_mode.c                   |   679 +
 .../App/seat_dynamic_mode.h                   |    49 +
 .../App/seat_motor_manager.c                  |   174 +-
 .../App/seat_motor_manager.h                  |    24 +
 .../App/seat_move_application.c               |   195 +-
 .../Config/seat_dynamic_mode_config.h         |    55 +
 .../Config/seat_move_config.h                 |    16 +-
 .../Docs/README_Seat_Controller_demo.md       |    19 +-
 .../Docs/座椅控制器_CAN_测试规范.md           |    40 +-
 .../Driver/motor_control.c                    |   125 +-
 .../IAR/Seat_Controller_demo.ewp              |     6 +
 .../IAR/rev_d/Exe/Seat_Controller_demo.hex    |  6916 ++++----
 .../IAR/rev_d/Exe/Seat_Controller_demo.out    |   Bin 2273140 -> 2339808 bytes
 .../IAR/rev_d/Exe/Seat_Controller_demo.sim    |   Bin 56819 -> 60432 bytes
 .../Tests/manual_hil/07_dynamic_modes.py      |   577 +
 .../Tests/manual_hil/README_CN.md             |    20 +
 .../Tests/manual_hil/hil_common.py            |    23 +-
 .../t2g_cabin_bench/calibration/body_can.yaml |    51 +
 .../can/dbc/vehicle-native.dbc                |    88 +
 platforms/t2g_cabin_bench/manifest.yaml       |    26 +
 .../t2g_seat_bench/calibration/seat.yaml      |    16 +
 platforms/t2g_seat_bench/can/dbc/seat.dbc     |    12 +
 .../application/capability_registry.py        |    20 +-
 .../application/conversation_state.py         |    29 +
 .../application/mode_profile.py               |   209 +-
 .../application/model_plan_adapter.py         |   122 +-
 .../application/native_can_intent.py          |   348 +
 .../application/native_can_runtime.py         |   864 +
 .../application/seat_service.py               |   486 +-
 .../infrastructure/can/gateway.py             |   220 +-
 .../infrastructure/can/hardware.py            |   231 +-
 .../infrastructure/can/zlgcan_bridge.py       |   289 +-
 .../infrastructure/firmware/t2g_seat.py       |   107 +-
 tests/e2e/test_seat_web_api.py                |     4 +-
 tests/integration/test_multidomain_service.py |     6 +-
 tests/unit/test_mode_profile.py               |   100 +
 tests/unit/test_native_can_integration.py     |   167 +
 99 files changed, 51897 insertions(+), 3618 deletions(-)
 create mode 100644 artifacts/hil/cabin_dual_channel_hil_20260804.json
 create mode 100644 artifacts/hil/dynamic_cradle_rev10_continuous_cruise_20260804.json
 create mode 100644 artifacts/hil/dynamic_cradle_rev9_20260804.json
 create mode 100644 artifacts/hil/rocking_horse_rev11_20260804.json
 create mode 100644 artifacts/hil/rocking_horse_rev12_cushion_amplitude_20260804.json
 create mode 100644 artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_final_rev6.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_final_rev6_safe.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run1.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run2.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run3_modes.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run4_m0_home.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run5_m0_home_rev5.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run6_m0_home_rev5.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260801_run7_rev6_flash_thermal_off.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_all_modes_after_timeout_fix.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_all_modes_post_cleanup.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_gpt56_position_sync_targeted.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_post_suite_zero_cleanup.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_preflight_firmware_restore.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_timeout_fix_post_cleanup.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_timeout_fix_precondition_zero.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_user_requested_run3.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_user_retest_run2.json
 create mode 100644 artifacts/hil/seat_frontend_hil_20260802_zero_gravity_timeout_fix.json
 create mode 100644 artifacts/hil/seat_frontend_hil_cleanup.json
 create mode 100644 artifacts/hil/seat_frontend_hil_latest.json
 create mode 100644 artifacts/hil/seat_relative_motion_regression.json
 create mode 100644 artifacts/hil/seat_zero_gravity_regression.json
 create mode 100644 config/environments/t2g_cabin_bench.example.yaml
 create mode 100644 config/modes/vehicles/denza_n7/dynamic_cradle.yaml
 create mode 100644 config/modes/vehicles/denza_n7/rocking_horse.yaml
 create mode 100644 config/native_can_capabilities/door.yaml
 create mode 100644 config/native_can_capabilities/interior_light.yaml
 create mode 100644 config/native_can_capabilities/outlet.yaml
 create mode 100644 config/native_can_capabilities/window.yaml
 create mode 100644 docs/workflows/t2g-cabin-dual-channel-can.md
 create mode 100644 firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.c
 create mode 100644 firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.h
 create mode 100644 firmware/t2g/Seat_Controller_demo/Config/seat_dynamic_mode_config.h
 create mode 100644 firmware/t2g/Seat_Controller_demo/Tests/manual_hil/07_dynamic_modes.py
 create mode 100644 platforms/t2g_cabin_bench/calibration/body_can.yaml
 create mode 100644 platforms/t2g_cabin_bench/can/dbc/vehicle-native.dbc
 create mode 100644 platforms/t2g_cabin_bench/manifest.yaml
 create mode 100644 src/cognitive_agent/application/native_can_intent.py
 create mode 100644 src/cognitive_agent/application/native_can_runtime.py
 create mode 100644 tests/unit/test_native_can_integration.py

diff --git a/.gitignore b/.gitignore
index de151f0..fdcb64e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,4 +10,13 @@ tmp/*.log
 .codex_tmp/
 firmware/t2g/Seat_Controller_demo/Tests/manual_hil/logs/
 firmware/t2g/Seat_Controller_demo/Tests/manual_hil/seat_function_runtime/
+artifacts/hil/*_server_*.log
+firmware/t2g/Seat_Controller_demo/IAR/settings/
+firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.eww
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/.Seat_Controller_demo_build_cache
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/.ninja_deps
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/.ninja_log
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/BrowseInfo/
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/List/
+firmware/t2g/Seat_Controller_demo/IAR/rev_d/Obj/
 firmware/t2g/tviibh8m/src/examples/crypto/ClientRunsOnCM7_0/RSA/key_data/private_key*.pem
diff --git a/README.md b/README.md
index 00759b3..b405840 100755
--- a/README.md
+++ b/README.md
@@ -77,6 +77,8 @@ artifacts/runs/<request_id>/
 
 ## 可执行领域
 
+座椅与空调等车身设备使用同一 ZLG CAN 盒双通道联动时，参见 [T2G 座椅与车身双通道 CAN 联动](docs/workflows/t2g-cabin-dual-channel-can.md)。
+
 当前已接入四个相互隔离的可执行领域：
 
 - 座椅：所有热管理、位置移动和姿态预设能力仅面向副驾；未指定座位时默认副驾，显式主驾请求拒绝执行。
@@ -134,4 +136,4 @@ PYTHONPATH=src python -m cognitive_agent.auth generate-secret
 
 完整能力边界、矩阵解释和验收用例见 [座椅阶段一交付](docs/workflows/seat-stage1-delivery.md)。
 
-已验证的 T2G 加热、通风和四电机能力已完整纳入 `firmware/t2g`，包括 IAR 工程及仓库内 `common/tviibh8m` 构建依赖。M0/M1/M2/M3 分别对应水平、坐盆、靠背和腿托；真实硬件请求先被动核对新版周期反馈与 480/374/917/647 Hall 量程，未检测到匹配固件时默认通过 IAR C-SPY 自动烧写并复验，再发送 CAN 并等待真实回读。当前前端、能力注册、编译、安全门禁和状态反馈只允许副驾 `passenger/front_right`；固件中的 `Driver_Seat_*` 仅是板端既有协议字段名。构建、ZLG bridge、接线、安全门禁、前端测试集和已知量程归零见 [T2G 座椅真实硬件台架接入](docs/workflows/t2g-seat-hardware-bench.md) 与 [前端能力测试集](docs/testing/t2g-seat-frontend-test-suite.md)。
+已验证的 T2G 加热、通风、四电机和原生动态模式能力已完整纳入 `firmware/t2g`，包括 IAR 工程及仓库内 `common/tviibh8m` 构建依赖。M0/M1/M2/M3 分别对应水平、坐盆、靠背和腿托；revision 13通过`0x306`反馈带斜向耦合补偿的木马模式与四轴全程联动动态摇篮的阶段/循环状态。木马模式围绕中间姿态在`[270,250,460,400]`和`[370,130,540,460]`之间连续俯仰往复：坐盆峰峰行程120 Hall、约18 mm垂直分量，水平峰峰行程100 Hall、90%巡航Duty，用额外水平行程抵消坐盆斜向运动约16.4 mm的反向水平分量；参数集中在`seat_dynamic_mode_config.h`并由N7长期库镜像。动态模式收到一次启动命令后由ECU连续循环，收到停止/全停命令或累计运行10分钟时停止；目标到位式阶段在底层堵转/无运动保护继续生效的前提下使用独立保护窗口。真实硬件请求先被动核对新版周期反馈与 480/374/917/647 Hall 量程，未检测到匹配固件时默认通过 IAR C-SPY 自动烧写并复验，再发送 CAN 并等待真实回读。当前前端、能力注册、编译、安全门禁和状态反馈只允许副驾 `passenger/front_right`；固件中的 `Driver_Seat_*` 仅是板端既有协议字段名。构建、ZLG bridge、接线、安全门禁、前端测试集和已知量程归零见 [T2G 座椅真实硬件台架接入](docs/workflows/t2g-seat-hardware-bench.md) 与 [前端能力测试集](docs/testing/t2g-seat-frontend-test-suite.md)。
diff --git a/apps/web-console/app.js b/apps/web-console/app.js
index 5d62da1..01b8085 100755
--- a/apps/web-console/app.js
+++ b/apps/web-console/app.js
@@ -2641,7 +2641,7 @@ function updateSeatFeedbackModeLabel() {
 }
 
 function selectExecutionMode(mode) {
-  if (mode === "hardware" && !state.runtime?.hardware?.configured) return;
+  if (mode === "hardware" && !(state.runtime?.hardware?.configured && state.runtime?.vehicle_can?.configured)) return;
   if (mode === "simulated_hardware" && !state.runtime?.simulated_hardware?.enabled) return;
   state.executionMode = mode;
   $$('[data-execution-mode]').forEach((button) => {
@@ -2663,7 +2663,7 @@ function selectExecutionMode(mode) {
     ? "真实台架安全门禁"
     : simulatedHardware ? "模拟台架隔离边界" : "虚拟执行边界";
   $("#safetyText").textContent = hardware
-    ? "副驾座椅映射到统一实体执行器；绝对位置会实时检查板端标定，小幅相对移动可走受限定时/Hall 回读，异常会尝试 STOP_ALL。"
+    ? "同一 CAN 盒由单进程持有：通道 0 控制副驾座椅并校验板端反馈，通道 1 以 ISO CAN FD 500 kbit/s / 2 Mbit/s 控制空调等车身设备并校验状态帧。"
     : simulatedHardware
       ? "故障只注入执行报告；物理 CAN、ZLG 适配器和 IAR 固件路径保持关闭。"
       : "四域 CAN 均为 dry-run，真实发送被强制关闭。";
@@ -2807,6 +2807,11 @@ function modeChipLabel(mode) {
     : name;
 }
 
+function modeSecondsLabel(durationMs) {
+  const seconds = Number(durationMs) / 1000;
+  return Number.isInteger(seconds) ? String(seconds) : seconds.toFixed(1);
+}
+
 function populateModeChips() {
   const group = $(".mode-chips");
   if (!group) return;
@@ -2825,7 +2830,41 @@ function populateModeChips() {
     }
     button.dataset.modeProfileId = mode.id;
     button.dataset.modeCommand = `进入${mode.name}`;
-    button.title = mode.description || mode.name;
+    const timeline = mode.timeline;
+    let cycleBadge = $(".mode-cycle-badge", button);
+    if (["infinite", "until_stopped_or_timeout"].includes(timeline?.repeat)) {
+      if (!cycleBadge) {
+        cycleBadge = document.createElement("small");
+        cycleBadge.className = "mode-cycle-badge";
+        button.append(cycleBadge);
+      }
+      const runtimeMinutes = Number(timeline.max_runtime_ms || 0) / 60000;
+      const runtimeLabel = Number.isInteger(runtimeMinutes)
+        ? String(runtimeMinutes)
+        : runtimeMinutes.toFixed(1);
+      const cycleDurationMs = Number(timeline.cycle_duration_ms || 0);
+      const cycleLabel = cycleDurationMs > 0
+        ? `${modeSecondsLabel(cycleDurationMs)}s循环`
+        : "目标到位循环";
+      cycleBadge.textContent = runtimeMinutes > 0
+        ? `${cycleLabel} · 最长${runtimeLabel}min`
+        : cycleLabel;
+      button.dataset.modeBehavior = "cyclic";
+    } else if (cycleBadge) {
+      cycleBadge.remove();
+    }
+    const phaseSummary = Array.isArray(timeline?.phases)
+      ? timeline.phases.map((phase) => {
+        if (Number(phase.duration_ms || 0) > 0) {
+          return `${phase.name} ${modeSecondsLabel(phase.duration_ms)}s`;
+        }
+        const timeout = Number(phase.timeout_ms || 0);
+        return timeout > 0
+          ? `${phase.name} 目标到位（保护上限${modeSecondsLabel(timeout)}s）`
+          : `${phase.name} 目标到位`;
+      }).join(" → ")
+      : "";
+    button.title = [mode.description || mode.name, phaseSummary].filter(Boolean).join("\n");
   });
   refreshIcons();
 }
@@ -2864,6 +2903,8 @@ async function loadRuntime() {
     populateVehicleSelector();
     populateModeChips();
     const hardware = state.runtime.hardware || {};
+    const vehicleCan = state.runtime.vehicle_can || {};
+    const linkedHardwareReady = Boolean(hardware.configured && vehicleCan.configured);
     const badge = $("#modelBadge");
     const gptButton = $('[data-provider="openai"]');
     if (state.runtime.openai_available) {
@@ -2882,7 +2923,7 @@ async function loadRuntime() {
     }
     $("#matrixCount").textContent = `${state.runtime.matrix.messages} / ${state.runtime.matrix.signals}`;
     const hardwareButton = $("#hardwareMode");
-    hardwareButton.disabled = !hardware.configured;
+    hardwareButton.disabled = !linkedHardwareReady;
     const simulation = state.runtime.simulated_hardware || {};
     $("#simulationMode").disabled = !simulation.enabled;
     $("#simulationMode").title = simulation.enabled
@@ -2897,23 +2938,23 @@ async function loadRuntime() {
     const accessText = hardware.access_policy === "local_approval_idle_lease"
       ? ` · 本地审批 · 空闲 ${hardware.access_inactivity_timeout_seconds || 180} 秒自动停止`
       : "";
-    $("#hardwareNote").textContent = hardware.configured
-      ? `${hardware.backend} · ${hardware.bitrate / 1000} kbit/s · ${profileText} · ${flashText} · ${approvalText}${accessText}${concurrencyText}`
-      : `真实执行已锁定：${profileText}；请完成服务端启用、适配器、固件镜像${hardware.approval_required ? "和令牌" : ""}配置`;
-    $("#hardwareAliasNote").textContent = "副驾座椅 → t2g_primary_seat（统一电机、加热和通风执行器）";
+    $("#hardwareNote").textContent = linkedHardwareReady
+      ? `${hardware.backend} · CH${hardware.channel} 座椅 ${hardware.bitrate / 1000} kbit/s · CH${vehicleCan.channel} 车身 CAN FD ${vehicleCan.arbitration.bitrate / 1000}k/${vehicleCan.data.bitrate / 1000000}M · ${profileText} · ${flashText} · ${approvalText}${accessText}${concurrencyText}`
+      : `联动真实执行已锁定：${profileText}；请完成座椅固件、双通道 ZLG 适配器、车身 CAN FD${hardware.approval_required ? "和令牌" : ""}配置`;
+    $("#hardwareAliasNote").textContent = "CH0 → 副驾座椅控制器 · CH1 → 空调/车窗/门锁/灯光/遮阳帘（ISO CAN FD）";
     $("#autoFlashNote").textContent = hardware.auto_flash_enabled
       ? "未检测到匹配固件时，将在发送座椅控制帧前通过 IAR C-SPY 自动烧录并重新验证。"
       : "仅接受周期反馈与四轴量程签名匹配的统一固件；需要自动烧录时请启用服务端开关。";
-    $("#hardwareBadge").className = `status-badge ${hardware.configured ? "" : "danger"}`.trim();
-    $("#hardwareBadge").innerHTML = hardware.configured
-      ? '<i data-lucide="shield-check"></i>硬件已配置'
+    $("#hardwareBadge").className = `status-badge ${linkedHardwareReady ? "" : "danger"}`.trim();
+    $("#hardwareBadge").innerHTML = linkedHardwareReady
+      ? '<i data-lucide="shield-check"></i>双通道已配置'
       : '<i data-lucide="shield-off"></i>硬件锁定';
-    $("#hardwareCoverage").textContent = hardware.configured
-      ? `可选 · ${approvalText}${accessText}${concurrencyText}`
+    $("#hardwareCoverage").textContent = linkedHardwareReady
+      ? `CH0 座椅 + CH${vehicleCan.channel} 车身 · ${approvalText}${accessText}${concurrencyText}`
       : "已阻断";
-    $("#hardwareCoverage").className = hardware.configured ? "available" : "blocked";
+    $("#hardwareCoverage").className = linkedHardwareReady ? "available" : "blocked";
     const modeAvailable = state.executionMode === "hardware"
-      ? hardware.configured
+      ? linkedHardwareReady
       : state.executionMode === "simulated_hardware"
         ? simulation.enabled
         : true;
@@ -3136,6 +3177,20 @@ function mergeSeatActuatorState(previousState, patchState) {
         mergedSeat.position = mergedPosition;
         return;
       }
+      if (feature === "dynamic_mode") {
+        const item = $(`.seat-card[data-seat="${seat}"] [data-dynamic-mode]`);
+        if (!item) return;
+        const running = value.state === "running";
+        item.classList.toggle("running", running);
+        const runtimeMinutes = Number(value.max_runtime_ms || 600000) / 60000;
+        const runtimeLabel = Number.isInteger(runtimeMinutes)
+          ? String(runtimeMinutes)
+          : runtimeMinutes.toFixed(1);
+        $("b", item).textContent = running
+          ? `${value.name} · 循环中 · 最长${runtimeLabel}分钟`
+          : "未运行";
+        return;
+      }
       mergedSeat[feature] = value && typeof value === "object" && !Array.isArray(value)
         ? { ...(previousSeat[feature] || {}), ...value }
         : value;
@@ -3317,6 +3372,10 @@ const CONFIG_DOMAIN_META = {
   climate: { label: "空调", icon: "fan", className: "climate" },
   ambient_light: { label: "氛围灯", icon: "lamp-ceiling", className: "ambient" },
   roof: { label: "智能天幕", icon: "panels-top-left", className: "roof" },
+  door: { label: "车门锁", icon: "door-open", className: "generic" },
+  window: { label: "车窗", icon: "panels-top-left", className: "generic" },
+  outlet: { label: "电动风口", icon: "wind", className: "climate" },
+  interior_light: { label: "车内灯", icon: "lightbulb", className: "ambient" },
 };
 
 const CONFIG_CAPABILITY_LABELS = {
@@ -3328,6 +3387,8 @@ const CONFIG_CAPABILITY_LABELS = {
   "seat.set_backrest_recline": "调节靠背角度",
   "seat.set_legrest_height": "调节腿托角度",
   "seat.set_legrest_extension": "调节腿托伸缩",
+  "seat.start_dynamic_mode": "启动动态座椅模式",
+  "seat.stop_dynamic_mode": "停止动态座椅模式",
   "climate.set_temperature": "设置空调温度",
   "climate.set_fan_level": "设置空调风量",
   "climate.set_power": "设置空调电源",
@@ -3335,6 +3396,15 @@ const CONFIG_CAPABILITY_LABELS = {
   "climate.set_cycle_mode": "设置内外循环",
   "climate.set_outlet_mode": "设置出风模式",
   "climate.set_front_defrost": "设置前风挡除霜",
+  "climate.set_control_mode": "设置空调控制模式",
+  "door.set_rear_lock": "设置后排门锁",
+  "window.set_motion": "控制车窗动作",
+  "window.set_position": "设置车窗开度",
+  "outlet.set_position_percent": "设置电动风口位置",
+  "outlet.set_calibrated_position": "设置电动风口标定位置",
+  "interior_light.set_indoor_power": "设置室内灯",
+  "interior_light.set_wall_power": "设置壁灯",
+  "interior_light.set_reading_power": "设置阅读灯",
   "ambient_light.set_power": "设置氛围灯电源",
   "ambient_light.set_illumination": "设置氛围灯颜色与亮度",
   "ambient_light.set_color": "设置氛围灯颜色",
@@ -3342,6 +3412,7 @@ const CONFIG_CAPABILITY_LABELS = {
   "ambient_light.set_mode": "设置氛围灯模式",
   "roof.set_transmittance": "设置天幕透光率",
   "roof.set_shade_position": "设置遮阳帘位置",
+  "roof.set_shade_motion": "控制遮阳帘动作",
   "roof.set_automatic_dimming": "设置自动调光",
 };
 
@@ -3361,6 +3432,7 @@ const CONFIG_PARAMETER_LABELS = {
   cycle_mode: "循环模式",
   outlet_mode: "出风模式",
   mode: "工作模式",
+  mode_id: "固件模式编号",
 };
 
 function makeConfigElement(tagName, className, textValue) {
@@ -3427,8 +3499,13 @@ function renderConfigCards(result) {
   const container = $("#configCards");
   container.replaceChildren();
   const entries = configEntries(result);
-  const operations = entries.flatMap(([domain, config]) => (
-    (config?.spec?.operations || []).map((operation) => ({ domain, config, operation }))
+  const operations = entries.flatMap(([configKey, config]) => (
+    (config?.spec?.operations || []).map((operation) => ({
+      configKey,
+      domain: config?.spec?.domain || configKey,
+      config,
+      operation,
+    }))
   ));
   if (!operations.length) {
     const empty = makeConfigElement("div", "config-empty");
@@ -3457,7 +3534,7 @@ function renderConfigCards(result) {
   sceneSummary.append(sceneCopy, sceneStats);
   container.append(sceneSummary);
 
-  operations.forEach(({ domain, config, operation }, index) => {
+  operations.forEach(({ configKey, domain, config, operation }, index) => {
     const meta = CONFIG_DOMAIN_META[domain] || { label: domain, icon: "box", className: "generic" };
     const card = makeConfigElement("article", `config-card config-${meta.className}`);
     const header = makeConfigElement("header", "config-card-header");
@@ -3499,7 +3576,7 @@ function renderConfigCards(result) {
     });
     parametersBlock.append(parameterGrid);
 
-    const plan = planForDomain(result, domain);
+    const plan = planForDomain(result, configKey);
     const allCommands = plan?.spec?.commands || [];
     const matchedCommands = allCommands.filter((command) => !command.operation_ref || command.operation_ref === operation.id);
     const command = matchedCommands[0] || null;
@@ -3528,10 +3605,16 @@ function renderConfigCards(result) {
     hardwareBlock.append(signalList);
 
     const footer = makeConfigElement("footer", "config-card-footer");
+    const executionScope = config.metadata?.labels?.execution_scope;
+    const executionScopeLabel = result.execution_mode === "hardware" && domain === "seat"
+      ? "座椅 CAN · CH0"
+      : executionScope === "vehicle_can_channel_1"
+        ? "车身 CAN · CH1"
+        : executionScope === "virtual_only" ? "仅虚拟执行" : "已通过配置校验";
     footer.append(
       makeConfigElement("span", "", `超时 ${operation.timeout_ms ?? "--"} ms`),
       makeConfigElement("span", "", operation.failure_policy === "continue" ? "失败后继续" : "失败即中止"),
-      makeConfigElement("span", "", config.metadata?.labels?.execution_scope === "virtual_only" ? "仅虚拟执行" : "已通过配置校验"),
+      makeConfigElement("span", "", executionScopeLabel),
     );
 
     card.append(header, objectBlock, parametersBlock, hardwareBlock, footer);
@@ -3605,7 +3688,8 @@ function renderExecution(result) {
     return;
   }
   const reportSucceeded = report.spec.status === "succeeded";
-  summary.className = `execution-summary ${reportSucceeded ? "succeeded" : "failed"}`;
+  const partiallySucceeded = result.status === "partially_succeeded";
+  summary.className = `execution-summary ${reportSucceeded ? "succeeded" : partiallySucceeded ? "partial" : "failed"}`;
   const presetSave = Boolean(result.preset_config);
   const modeSave = Boolean(result.mode_profile);
   const simulatedHil = report.metadata?.labels?.seat_feedback === "simulated_hardware";
@@ -3614,6 +3698,10 @@ function renderExecution(result) {
   const motionCount = report.spec.results.filter((item) => item.telemetry?.motion_axis).length;
   const firmwareResult = report.spec.results.find((item) => item.telemetry?.firmware_verified);
   const operationResults = report.spec.results.filter((item) => item.ref !== "seat-controller-firmware");
+  const succeededOperations = operationResults.filter((item) => item.status === "succeeded");
+  const failedOperations = operationResults.filter((item) => item.status === "failed");
+  const succeededDomains = [...new Set(succeededOperations.map((item) => item.domain))];
+  const failedDomains = [...new Set(failedOperations.map((item) => item.domain))];
   let executionDetail = modeSave
     ? `长期模式 ${result.mode_profile.name} 已写入配置库，未生成 CAN 命令`
     : presetSave
@@ -3623,13 +3711,16 @@ function renderExecution(result) {
     : physical
       ? `${executedDomains.join(" / ")} 已下发真实 CAN，并以 IAR 固件实际反馈确认 ${operationResults.filter((item) => item.status === "succeeded").length} 个步骤`
       : `${executedDomains.join(" / ")} 共 ${report.spec.results.length} 个操作已完成 CAN 编码与虚拟执行`;
+  if (partiallySucceeded) {
+    executionDetail = `部分执行完成：${succeededDomains.join(" / ")} 成功 ${succeededOperations.length} 项；${failedDomains.join(" / ")} 未完成 ${failedOperations.length} 项，失败设备未阻断其他设备`;
+  }
   if (motionCount) executionDetail += `，含 ${motionCount} 个座椅位置电机反馈`;
   if (firmwareResult?.telemetry?.programmed_this_request) executionDetail += "；本次已自动烧录并校验统一固件";
   else if (firmwareResult) executionDetail += "；板上统一固件协议签名已校验";
-  if (result.status === "partially_succeeded") {
+  if (result.deferred_requests?.length) {
     executionDetail += "；未接入域请求已保留为 deferred request";
   }
-  if (!reportSucceeded) {
+  if (!reportSucceeded && !partiallySucceeded) {
     const failure = report.spec.results.find((item) => item.status === "failed");
     const failureTelemetry = failure?.telemetry || {};
     executionDetail = simulatedHil
@@ -3655,13 +3746,18 @@ function renderExecution(result) {
       : presetSave ? "姿态预设已保存"
         : simulatedHil ? "模拟台架执行成功"
           : physical ? "真实台架执行成功" : "虚拟执行成功"
-    : simulatedHil ? "模拟故障已触发" : physical ? "真实台架执行失败" : "虚拟执行失败";
-  summary.innerHTML = `<i data-lucide="${reportSucceeded ? ((presetSave || modeSave) ? "bookmark-check" : "circle-check-big") : "circle-x"}"></i><div><strong>${executionTitle}</strong><span>${executionDetail}</span></div>`;
+    : partiallySucceeded ? (physical ? "真实台架部分执行成功" : "部分执行成功")
+      : simulatedHil ? "模拟故障已触发" : physical ? "真实台架执行失败" : "虚拟执行失败";
+  const executionIcon = reportSucceeded
+    ? ((presetSave || modeSave) ? "bookmark-check" : "circle-check-big")
+    : partiallySucceeded ? "circle-alert" : "circle-x";
+  summary.innerHTML = `<i data-lucide="${executionIcon}"></i><div><strong>${executionTitle}</strong><span>${executionDetail}</span></div>`;
   $("#resultNavMeta").textContent = reportSucceeded
     ? `${report.spec.results.length} 项完成 · ${simulatedHil ? "SIM-HIL" : physical ? "HIL" : "DRY-RUN"}`
-    : "执行失败 · 查看回读";
-  $("#resultPanelState").textContent = reportSucceeded ? "SUCCEEDED" : "FAILED";
-  $("#resultPanelState").className = `workspace-panel-state ${reportSucceeded ? "succeeded" : "failed"}`;
+    : partiallySucceeded ? `${succeededOperations.length} 项成功 / ${failedOperations.length} 项失败 · 查看明细`
+      : "执行失败 · 查看回读";
+  $("#resultPanelState").textContent = reportSucceeded ? "SUCCEEDED" : partiallySucceeded ? "PARTIAL" : "FAILED";
+  $("#resultPanelState").className = `workspace-panel-state ${reportSucceeded ? "succeeded" : partiallySucceeded ? "partial" : "failed"}`;
   report.spec.results.forEach((item) => {
     const row = document.createElement("div");
     row.className = "result-item";
@@ -3706,7 +3802,8 @@ function renderResult(result) {
   } else if (result.function_configs?.seat) {
     state.seatFeedbackSource = "simulated";
   }
-  const executionSucceeded = ["succeeded", "partially_succeeded"].includes(result.status);
+  const partiallySucceeded = result.status === "partially_succeeded";
+  const executionSucceeded = result.status === "succeeded" || partiallySucceeded;
   const domains = Object.keys(result.function_configs || {});
   const domainLabels = {
     seat: "座椅",
@@ -3714,7 +3811,9 @@ function renderResult(result) {
     roof: "天幕",
     ambient_light: "氛围灯",
   };
-  $("#resultTitle").textContent = executionSucceeded
+  $("#resultTitle").textContent = partiallySucceeded
+    ? `${domains.length} 域场景部分完成`
+    : executionSucceeded
     ? result.mode_profile
       ? "长期模式配置已保存"
       : result.preset_config
@@ -3727,7 +3826,7 @@ function renderResult(result) {
   $("#requestMeta").textContent = `${result.request_id} / context:${conversationLabel} / turn:${result.conversation_turn} / ${result.provider_used || result.provider_requested}`;
   $("#requestMeta").textContent += ` / ${result.execution_report?.spec?.mode || result.execution_mode || "dry_run"}`;
   setRunStatus(
-    executionSucceeded ? "succeeded" : "failed",
+    partiallySucceeded ? "partial" : executionSucceeded ? "succeeded" : "failed",
     result.status.toUpperCase(),
   );
   renderPipeline(result.trace_events || []);
@@ -3818,7 +3917,9 @@ async function submitRequest(event) {
     const completed = ["succeeded", "partially_succeeded"].includes(payload.status);
     const simulated = payload.execution_report?.metadata?.labels?.seat_feedback === "simulated_hardware";
     showToast(completed
-      ? (simulated
+      ? (payload.status === "partially_succeeded"
+        ? "已执行可用设备；部分设备未完成，详见执行结果"
+        : simulated
         ? "模拟台架执行完成"
         : payload.execution_report?.spec?.mode === "hil"
           ? "真实台架执行与反馈确认已完成"
diff --git a/apps/web-console/index.html b/apps/web-console/index.html
index 894be1b..d7d45fd 100755
--- a/apps/web-console/index.html
+++ b/apps/web-console/index.html
@@ -9,13 +9,13 @@
     <link rel="manifest" href="/manifest.webmanifest" />
     <link rel="icon" href="/icons/app-icon-192.png" />
     <title>智舱随行 · 一句话与手势控制</title>
-    <link rel="stylesheet" href="/styles.css?v=android-pad-2" />
+    <link rel="stylesheet" href="/styles.css?v=android-pad-3" />
     <script src="/vendor/lucide/0.468.0/lucide.min.js" defer></script>
     <script src="/vendor/three/0.147.0/three.min.js" defer></script>
     <script src="/vendor/three/0.147.0/fflate.min.js" defer></script>
     <script src="/vendor/three/0.147.0/FBXLoader.js" defer></script>
     <script src="/network.js?v=android-pad-1" defer></script>
-    <script src="/app.js?v=seat-hil-9" defer></script>
+    <script src="/app.js?v=seat-hil-13" defer></script>
     <script type="module" src="/gesture-control.js?v=android-pad-1"></script>
     <script src="/pwa.js?v=android-pad-1" defer></script>
   </head>
@@ -155,6 +155,9 @@
 
         <div class="example-group">
           <span class="field-label">示例请求</span>
+          <button type="button" class="example-command featured-example" data-example="副驾座椅通风3档，同时打开空调，温度设为24度，风量3档">
+            <i data-lucide="workflow"></i><span>副驾通风 + 空调 24℃ · 双通道联动</span><i data-lucide="chevron-right"></i>
+          </button>
           <button type="button" class="example-command" data-example="空调打开，车内温度调到24度，风量3档">
             <i data-lucide="fan"></i><span>空调 24℃ · 风量 3 档</span><i data-lucide="chevron-right"></i>
           </button>
@@ -378,6 +381,9 @@
             <div class="seat-grid">
               <article class="seat-card" data-seat="passenger">
                 <div class="seat-identity"><i data-lucide="armchair"></i><div><strong>副驾</strong><span>front_right</span></div></div>
+                <div class="dynamic-mode-state" data-dynamic-mode>
+                  <i data-lucide="waves"></i><span>动态模式</span><b>未运行</b>
+                </div>
                 <div class="thermal-states">
                   <span data-function="ventilation"><i data-lucide="wind"></i>通风 <b>--</b></span>
                   <span data-function="heating"><i data-lucide="flame"></i>加热 <b>--</b></span>
diff --git a/apps/web-console/service-worker.js b/apps/web-console/service-worker.js
index 73bb291..8ea90f1 100644
--- a/apps/web-console/service-worker.js
+++ b/apps/web-console/service-worker.js
@@ -1,12 +1,12 @@
-const CACHE_VERSION = "cognitive-agent-pad-v9";
+const CACHE_VERSION = "cognitive-agent-pad-v13";
 const SHELL_CACHE = `${CACHE_VERSION}-shell`;
 const RUNTIME_CACHE = `${CACHE_VERSION}-runtime`;
 const APP_SHELL = [
   "/",
   "/index.html",
-  "/styles.css?v=android-pad-2",
+  "/styles.css?v=android-pad-3",
   "/network.js?v=android-pad-1",
-  "/app.js?v=seat-hil-9",
+  "/app.js?v=seat-hil-13",
   "/gesture-control.js?v=android-pad-1",
   "/pwa.js?v=android-pad-1",
   "/manifest.webmanifest",
diff --git a/apps/web-console/styles.css b/apps/web-console/styles.css
index 8b056dd..a8bbf52 100755
--- a/apps/web-console/styles.css
+++ b/apps/web-console/styles.css
@@ -1325,6 +1325,11 @@ textarea:focus {
   background: var(--teal-soft);
 }
 
+.run-status.partial {
+  color: var(--amber);
+  background: var(--amber-soft);
+}
+
 .run-status.failed {
   color: var(--red);
   background: var(--red-soft);
@@ -2733,6 +2738,11 @@ pre {
   border-left-color: var(--teal);
 }
 
+.execution-summary.partial {
+  background: var(--amber-soft);
+  border-left-color: var(--amber);
+}
+
 .execution-summary.failed {
   background: var(--red-soft);
   border-left-color: var(--red);
@@ -3892,6 +3902,11 @@ pre {
   background: var(--teal-soft);
 }
 
+.workspace-panel-state.partial {
+  color: var(--amber);
+  background: var(--amber-soft);
+}
+
 .workspace-panel-state.failed {
   color: var(--red);
   background: var(--red-soft);
@@ -4357,6 +4372,44 @@ pre {
   }
 }
 
+.mode-cycle-badge {
+  margin-left: 2px;
+  padding: 2px 6px;
+  border-radius: 999px;
+  background: rgba(89, 214, 255, 0.12);
+  color: #8be3ff;
+  font-size: 10px;
+  letter-spacing: 0.02em;
+}
+
+.dynamic-mode-state {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  margin: 10px 0;
+  padding: 9px 11px;
+  border: 1px solid rgba(126, 160, 194, 0.2);
+  border-radius: 10px;
+  color: #90a7bc;
+  background: rgba(13, 27, 41, 0.55);
+}
+
+.dynamic-mode-state b {
+  margin-left: auto;
+  color: #b9cad8;
+  font-size: 12px;
+}
+
+.dynamic-mode-state.running {
+  border-color: rgba(89, 214, 255, 0.48);
+  color: #8be3ff;
+  box-shadow: inset 0 0 20px rgba(89, 214, 255, 0.06);
+}
+
+.dynamic-mode-state.running b {
+  color: #e0f8ff;
+}
+
 .hardware-access-field {
   padding: 12px;
   border: 1px solid rgba(38, 102, 159, 0.24);
diff --git a/artifacts/hil/cabin_dual_channel_hil_20260804.json b/artifacts/hil/cabin_dual_channel_hil_20260804.json
new file mode 100644
index 0000000..9a31fc5
--- /dev/null
+++ b/artifacts/hil/cabin_dual_channel_hil_20260804.json
@@ -0,0 +1,87 @@
+{
+  "schema_version": "1.0.0",
+  "validated_at": "2026-08-04T09:55:52+08:00",
+  "platform": "t2g_cabin_bench",
+  "adapter": {
+    "model": "USBCANFD-200U",
+    "device_type": 41,
+    "device_index": 0,
+    "driver_self_test": {
+      "passed": true,
+      "pointer_bits": 32,
+      "missing_exports": [],
+      "classic_frame_size": 16,
+      "can_fd_frame_size": 72,
+      "can_fd_tx_size": 76,
+      "can_fd_rx_size": 80
+    }
+  },
+  "channels": {
+    "seat_can": {
+      "channel": 0,
+      "format": "classic_can_11_bit",
+      "bitrate": 500000,
+      "diagnostic_self_reception": {
+        "frame_id": "0x7AA",
+        "payload_hex": "43 48 30 53 45 41 54 30",
+        "passed": true
+      },
+      "external_passive_observation_seconds": 6,
+      "external_frames_observed": 0,
+      "physical_feedback_verified": false
+    },
+    "body_can": {
+      "channel": 1,
+      "format": "iso_can_fd_11_bit",
+      "arbitration_bitrate": 500000,
+      "data_bitrate": 2000000,
+      "bitrate_switch": true,
+      "diagnostic_self_reception": {
+        "frame_id": "0x7AA",
+        "payload_hex": "43 48 31 2D 42 4F 44 59 2D 43 41 4E 46 44 21 21",
+        "payload_size": 16,
+        "passed": true
+      },
+      "external_passive_observation_seconds": 5,
+      "external_frames_observed": 0,
+      "physical_feedback_verified": false
+    }
+  },
+  "linked_request": {
+    "utterance": "关闭副驾座椅通风，同时关闭空调",
+    "dry_run": {
+      "status": "succeeded",
+      "function_configs": ["seat", "native_climate"],
+      "command_plans": ["seat", "native_climate"]
+    },
+    "hardware_attempts": [
+      {
+        "request_id": "req-20260804015505-713de5",
+        "status": "execution_failed",
+        "body_can": "0x1DE transmit rejected; channel_error=0x00000004",
+        "seat_can": "passive firmware signature not observed within 1200 ms; no seat control frame sent"
+      },
+      {
+        "request_id": "req-20260804015552-674fb4",
+        "status": "execution_failed",
+        "body_can": "0x1DE transmit rejected; channel_error=0x00000000",
+        "seat_can": "passive firmware signature not observed within 3500 ms; no seat control frame sent"
+      }
+    ]
+  },
+  "verdict": {
+    "adapter_dual_channel_transport": "passed",
+    "classic_can_transport": "passed",
+    "iso_can_fd_brs_transport": "passed",
+    "one_sentence_compilation_and_routing": "passed",
+    "seat_ecu_closed_loop": "not_verified_no_external_frames",
+    "body_ecu_closed_loop": "not_verified_no_bus_ack_or_0x404_feedback",
+    "overall_hardware_requirement": "blocked_by_external_bus_connectivity_or_power"
+  },
+  "safety_cleanup": {
+    "seat_control_acknowledged": false,
+    "body_control_acknowledged": false,
+    "actuator_state_changed_by_verified_command": false,
+    "zcanpro_restarted": true
+  }
+}
diff --git a/artifacts/hil/dynamic_cradle_rev10_continuous_cruise_20260804.json b/artifacts/hil/dynamic_cradle_rev10_continuous_cruise_20260804.json
new file mode 100644
index 0000000..70ffdb8
--- /dev/null
+++ b/artifacts/hil/dynamic_cradle_rev10_continuous_cruise_20260804.json
@@ -0,0 +1,63 @@
+{
+  "validated_at": "2026-08-04",
+  "firmware_revision": 10,
+  "firmware_image_sha256": "85f9d67ff1efb36c37f38bb7584dffdbb6ecbee33bfc70ab491bad0d57da63b2",
+  "change": "remove delayed M1 clearance/catch-up and keep all four axes moving from the phase start",
+  "max_hall": [499, 374, 917, 647],
+  "known_range_home": {
+    "hall_before": [379, 255, 417, 416],
+    "hall_after": [0, 0, 0, 0],
+    "all_complete_ok": true,
+    "all_position_valid": true
+  },
+  "step_1_to_step_2": {
+    "start_hall": [391, 140, 406, 405],
+    "target_hall": [246, 281, 701, 494],
+    "observed_hall": [246, 281, 701, 494],
+    "four_axis_start_spread_s": 0.070,
+    "four_axis_arrival_spread_s": 0.342,
+    "cruise_checkpoint": {
+      "elapsed_s": 3.090,
+      "hall": [354, 202, 510, 468],
+      "normalized_progress": {
+        "longitudinal": 0.255,
+        "cushion_tilt": 0.440,
+        "backrest_recline": 0.353,
+        "legrest_height": 0.708
+      }
+    },
+    "result": "PASS"
+  },
+  "step_2_to_step_3": {
+    "start_hall": [246, 281, 701, 494],
+    "target_hall": [391, 140, 405, 404],
+    "observed_hall": [391, 140, 405, 404],
+    "four_axis_start_spread_s": 0.050,
+    "four_axis_arrival_spread_s": 0.339,
+    "cruise_checkpoint": {
+      "elapsed_s": 2.591,
+      "hall": [283, 226, 616, 435],
+      "normalized_progress": {
+        "longitudinal": 0.255,
+        "cushion_tilt": 0.390,
+        "backrest_recline": 0.287,
+        "legrest_height": 0.656
+      }
+    },
+    "result": "PASS"
+  },
+  "continuous_rollover": {
+    "next_cycle_all_four_axes_active": true,
+    "next_cycle_start_spread_s": 0.051,
+    "result": "PASS"
+  },
+  "stop_verification": {
+    "ack": 1,
+    "reject": 0,
+    "final_0x306": "00 00 00 00 00 00 00 00",
+    "active_mask": 0,
+    "fault_mask": 0,
+    "result": "PASS"
+  },
+  "result": "PASS"
+}
diff --git a/artifacts/hil/dynamic_cradle_rev9_20260804.json b/artifacts/hil/dynamic_cradle_rev9_20260804.json
new file mode 100644
index 0000000..5c82c3c
--- /dev/null
+++ b/artifacts/hil/dynamic_cradle_rev9_20260804.json
@@ -0,0 +1,88 @@
+{
+  "validated_at": "2026-08-04",
+  "firmware_revision": 9,
+  "firmware_image_sha256": "216f3f6b2d7c441f2050e99c2b9d54153a69b46466235232dec1b7ab7644b7c4",
+  "mode": "dynamic_cradle",
+  "coordinate_precondition": {
+    "motor": 1,
+    "operation": "HOME_KNOWN_RANGE",
+    "ack": 1,
+    "reject": 0,
+    "hall_before": 169,
+    "hall_after": 0,
+    "max_hall_preserved": 374,
+    "near": true,
+    "position_valid": true,
+    "result": "PASS"
+  },
+  "full_cycle": {
+    "entry_step_1": {
+      "target_hall": [391, 140, 405, 404],
+      "observed_hall": [392, 141, 405, 403]
+    },
+    "step_1_to_step_2": {
+      "target_hall": [246, 281, 701, 494],
+      "observed_hall": [246, 281, 701, 494],
+      "duration_s": 17.329,
+      "four_axis_start_spread_s": 0.077,
+      "four_axis_arrival_spread_s": 0.338,
+      "result": "PASS"
+    },
+    "step_2_to_step_3": {
+      "target_hall": [391, 140, 405, 404],
+      "observed_hall": [391, 140, 405, 405],
+      "duration_s": 15.155,
+      "four_axis_start_spread_s": 0.079,
+      "four_axis_arrival_spread_s": 0.495,
+      "result": "PASS"
+    },
+    "cycle_index_after_return": 1,
+    "fault_mask": 0,
+    "result": "PASS"
+  },
+  "continuous_rollover": {
+    "cycle_0_forward_start_spread_s": 0.052,
+    "cycle_0_return_start_spread_s": 0.053,
+    "cycle_1_forward_start_spread_s": 0.082,
+    "phase_transitions_s": [0.370, 17.888, 32.781],
+    "result": "PASS"
+  },
+  "step_3_to_step_1_semantics": "Step 3 and Step 1 have identical Hall targets, so their boundary has zero physical displacement. The ECU rolls the cycle index atomically and synchronously launches the next Step 1-to-Step 2 leg.",
+  "stop_verification": {
+    "stop_dynamic_sent": true,
+    "final_0x306": "00 00 00 00 00 00 00 00",
+    "result": "PASS"
+  },
+  "frontend_natural_language_hil": {
+    "start": {
+      "utterance": "开启动态摇篮模式",
+      "request_id": "req-20260804071706-45a1df",
+      "result": "SUCCEEDED",
+      "firmware_signature": "seat-controller-smv8-dynamic-modes-v9",
+      "command": "0x300 0E 10 06 00 02 00 00 00",
+      "ui_state": "动态摇篮模式 · 循环中 · 最长10分钟"
+    },
+    "active_physical_can_observation": {
+      "source": "physical_can",
+      "complete": true,
+      "moving_axes": {
+        "longitudinal_pct": 59,
+        "backrest_recline_pct": 75
+      },
+      "all_axes_position_valid": true,
+      "faults": false
+    },
+    "stop": {
+      "utterance": "关闭动态摇篮模式",
+      "request_id": "req-20260804072028-55179f",
+      "result": "SUCCEEDED",
+      "command": "0x300 0F 10 07 00 00 00 00 00",
+      "ui_state": "未运行",
+      "all_axes_stopped": true,
+      "all_axes_position_valid": true,
+      "faults": false
+    },
+    "hardware_access_after_test": "automatically released by the 180-second local idle policy",
+    "result": "PASS"
+  }
+}
diff --git a/artifacts/hil/rocking_horse_rev11_20260804.json b/artifacts/hil/rocking_horse_rev11_20260804.json
new file mode 100644
index 0000000..7b90430
--- /dev/null
+++ b/artifacts/hil/rocking_horse_rev11_20260804.json
@@ -0,0 +1,343 @@
+{
+  "mode": "rocking_horse",
+  "firmware_revision": 11,
+  "max_hall": [
+    499,
+    374,
+    917,
+    647
+  ],
+  "homes": [
+    {
+      "motor": 0,
+      "hall_before": 349,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 21,
+        "opcode": 11,
+        "firmware_revision": 11
+      },
+      "terminal": {
+        "motor": 0,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 21,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 1,
+      "hall_before": 163,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 22,
+        "opcode": 11,
+        "firmware_revision": 11
+      },
+      "terminal": {
+        "motor": 1,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 22,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 2,
+      "hall_before": 534,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 23,
+        "opcode": 11,
+        "firmware_revision": 11
+      },
+      "terminal": {
+        "motor": 2,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 23,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 3,
+      "hall_before": 456,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 24,
+        "opcode": 11,
+        "firmware_revision": 11
+      },
+      "terminal": {
+        "motor": 3,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 24,
+        "position_x100": 0
+      }
+    }
+  ],
+  "start_ack": {
+    "ack": 1,
+    "reject": 0,
+    "sequence": 37,
+    "opcode": 14,
+    "firmware_revision": 11
+  },
+  "segments": [
+    {
+      "cycle_index": 0,
+      "phase": 2,
+      "phase_start": 262550.8121217,
+      "start_hall": [
+        320,
+        191,
+        500,
+        431
+      ],
+      "first_active": {
+        "2": 262550.8883221,
+        "3": 262550.9146271,
+        "0": 262550.9401055,
+        "1": 262550.9661217
+      },
+      "arrival": {
+        "3": 262552.7830827,
+        "1": 262552.8335206,
+        "2": 262553.0696745,
+        "0": 262553.1213695
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 0.6343701000441797,
+        "hall": [
+          312,
+          201,
+          481,
+          417
+        ],
+        "normalized_progress": [
+          0.26666666666666666,
+          0.3448275862068966,
+          0.475,
+          0.45161290322580644
+        ]
+      },
+      "end_hall": [
+        290,
+        219,
+        460,
+        400
+      ],
+      "start_spread_s": 0.07779960002517328,
+      "arrival_spread_s": 0.3382868000189774,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        290,
+        220,
+        460,
+        400
+      ]
+    },
+    {
+      "cycle_index": 0,
+      "phase": 3,
+      "phase_start": 262553.4043395,
+      "start_hall": [
+        290,
+        219,
+        460,
+        400
+      ],
+      "first_active": {
+        "2": 262553.4973208,
+        "3": 262553.5228996,
+        "0": 262553.5485228,
+        "1": 262553.5743734
+      },
+      "arrival": {
+        "3": 262557.0745088,
+        "1": 262557.1252219,
+        "2": 262557.2577929,
+        "0": 262557.3081852
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 1.079516199999489,
+        "hall": [
+          306,
+          199,
+          489,
+          422
+        ],
+        "normalized_progress": [
+          0.26666666666666666,
+          0.3389830508474576,
+          0.3625,
+          0.36666666666666664
+        ]
+      },
+      "end_hall": [
+        350,
+        160,
+        540,
+        460
+      ],
+      "start_spread_s": 0.0770526000414975,
+      "arrival_spread_s": 0.23367639997741207,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        350,
+        160,
+        540,
+        460
+      ]
+    },
+    {
+      "cycle_index": 1,
+      "phase": 2,
+      "phase_start": 262557.4375185,
+      "start_hall": [
+        350,
+        160,
+        540,
+        460
+      ],
+      "first_active": {
+        "3": 262557.4893286,
+        "0": 262557.5161744,
+        "1": 262557.5424914,
+        "2": 262557.5696487
+      },
+      "arrival": {
+        "3": 262561.8903825,
+        "1": 262561.9425291,
+        "2": 262562.0729115,
+        "0": 262562.1245799
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 1.337460899958387,
+        "hall": [
+          335,
+          185,
+          498,
+          430
+        ],
+        "normalized_progress": [
+          0.25,
+          0.4166666666666667,
+          0.525,
+          0.5
+        ]
+      },
+      "end_hall": [
+        290,
+        220,
+        460,
+        400
+      ],
+      "start_spread_s": 0.08032010000897571,
+      "arrival_spread_s": 0.23419739998644218,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        290,
+        220,
+        460,
+        400
+      ]
+    },
+    {
+      "cycle_index": 1,
+      "phase": 3,
+      "phase_start": 262562.35135919997,
+      "start_hall": [
+        290,
+        220,
+        460,
+        400
+      ],
+      "first_active": {
+        "3": 262562.3911222,
+        "0": 262562.4169718,
+        "1": 262562.4437546,
+        "2": 262562.4700679
+      },
+      "arrival": {
+        "3": 262566.0670384,
+        "1": 262566.1195433,
+        "2": 262566.1444,
+        "0": 262566.2991242
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 1.1310953000211157,
+        "hall": [
+          305,
+          198,
+          497,
+          423
+        ],
+        "normalized_progress": [
+          0.25,
+          0.36666666666666664,
+          0.4625,
+          0.38333333333333336
+        ]
+      },
+      "end_hall": [
+        350,
+        160,
+        540,
+        459
+      ],
+      "start_spread_s": 0.07894570002099499,
+      "arrival_spread_s": 0.23208580003120005,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        350,
+        160,
+        540,
+        460
+      ]
+    }
+  ],
+  "repeat_first_active": {
+    "0": 262566.4901705,
+    "1": 262566.5153454,
+    "2": 262566.542698,
+    "3": 262566.5681911
+  },
+  "stop_ack": {
+    "ack": 1,
+    "reject": 0,
+    "sequence": 38,
+    "opcode": 15,
+    "firmware_revision": 11
+  },
+  "idle": {
+    "mode_id": 0,
+    "state": 0,
+    "phase": 0,
+    "active_mask": 0,
+    "fault_mask": 0,
+    "cycle_index": 0,
+    "phase_elapsed_ms": 0
+  }
+}
diff --git a/artifacts/hil/rocking_horse_rev12_cushion_amplitude_20260804.json b/artifacts/hil/rocking_horse_rev12_cushion_amplitude_20260804.json
new file mode 100644
index 0000000..bf9ec62
--- /dev/null
+++ b/artifacts/hil/rocking_horse_rev12_cushion_amplitude_20260804.json
@@ -0,0 +1,343 @@
+{
+  "mode": "rocking_horse",
+  "firmware_revision": 12,
+  "max_hall": [
+    499,
+    374,
+    917,
+    647
+  ],
+  "homes": [
+    {
+      "motor": 0,
+      "hall_before": 342,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 1,
+        "opcode": 11,
+        "firmware_revision": 12
+      },
+      "terminal": {
+        "motor": 0,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 1,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 1,
+      "hall_before": 166,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 2,
+        "opcode": 11,
+        "firmware_revision": 12
+      },
+      "terminal": {
+        "motor": 1,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 2,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 2,
+      "hall_before": 534,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 3,
+        "opcode": 11,
+        "firmware_revision": 12
+      },
+      "terminal": {
+        "motor": 2,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 3,
+        "position_x100": 0
+      }
+    },
+    {
+      "motor": 3,
+      "hall_before": 454,
+      "hall_after": 0,
+      "ack": {
+        "ack": 1,
+        "reject": 0,
+        "sequence": 4,
+        "opcode": 11,
+        "firmware_revision": 12
+      },
+      "terminal": {
+        "motor": 3,
+        "task": 6,
+        "result": 2,
+        "active": false,
+        "position_valid": true,
+        "sequence": 4,
+        "position_x100": 0
+      }
+    }
+  ],
+  "start_ack": {
+    "ack": 1,
+    "reject": 0,
+    "sequence": 17,
+    "opcode": 14,
+    "firmware_revision": 12
+  },
+  "segments": [
+    {
+      "cycle_index": 0,
+      "phase": 2,
+      "phase_start": 264077.9579478,
+      "start_hall": [
+        320,
+        191,
+        500,
+        430
+      ],
+      "first_active": {
+        "0": 264078.038142,
+        "1": 264078.0663315,
+        "2": 264078.0774349,
+        "3": 264078.1169224
+      },
+      "arrival": {
+        "3": 264079.9439302,
+        "1": 264079.9959276,
+        "2": 264080.2325822,
+        "0": 264080.2840808
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 0.6441632999922149,
+        "hall": [
+          312,
+          214,
+          481,
+          416
+        ],
+        "normalized_progress": [
+          0.26666666666666666,
+          0.3898305084745763,
+          0.475,
+          0.4666666666666667
+        ]
+      },
+      "end_hall": [
+        290,
+        250,
+        460,
+        400
+      ],
+      "start_spread_s": 0.07878040004288778,
+      "arrival_spread_s": 0.34015060000820085,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        290,
+        250,
+        460,
+        400
+      ]
+    },
+    {
+      "cycle_index": 0,
+      "phase": 3,
+      "phase_start": 264080.62360189995,
+      "start_hall": [
+        290,
+        250,
+        460,
+        400
+      ],
+      "first_active": {
+        "0": 264080.6481176,
+        "1": 264080.6733371,
+        "2": 264080.7001602,
+        "3": 264080.7257557
+      },
+      "arrival": {
+        "1": 264084.2944588,
+        "3": 264084.344339,
+        "0": 264084.475855,
+        "2": 264084.5271018
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 1.0275715000461787,
+        "hall": [
+          305,
+          206,
+          492,
+          421
+        ],
+        "normalized_progress": [
+          0.25,
+          0.36666666666666664,
+          0.4,
+          0.35
+        ]
+      },
+      "end_hall": [
+        350,
+        132,
+        540,
+        460
+      ],
+      "start_spread_s": 0.07763810001779348,
+      "arrival_spread_s": 0.2326430000248365,
+      "all_axes_started": true,
+      "all_axes_arrived": true,
+      "target": [
+        350,
+        130,
+        540,
+        460
+      ]
+    },
+    {
+      "cycle_index": 1,
+      "phase": 2,
+      "phase_start": 264084.65867120004,
+      "start_hall": [
+        350,
+        132,
+        540,
+        460
+      ],
+      "first_active": {
+        "2": 264084.7388101,
+        "1": 264084.7410872,
+        "0": 264084.7599586,
+        "3": 264084.7926978
+      },
+      "arrival": {
+        "3": 264089.0549796,
+        "1": 264089.108405,
+        "0": 264089.3941196,
+        "2": 264089.4443601
+      },
+      "cruise_checkpoint": {
+        "elapsed_s": 1.391282099939417,
+        "hall": [
+          335,
+          187,
+          497,
+          429
+        ],
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+}
diff --git a/artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json b/artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json
new file mode 100644
index 0000000..96c7fe6
--- /dev/null
+++ b/artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json
@@ -0,0 +1,343 @@
+{
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+}
diff --git a/artifacts/hil/seat_frontend_hil_20260801_final_rev6.json b/artifacts/hil/seat_frontend_hil_20260801_final_rev6.json
new file mode 100644
index 0000000..603b38d
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_final_rev6.json
@@ -0,0 +1,2214 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T15:47:02.726525Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801154702",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
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+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T15:47:02.726567Z",
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+              "timestamp": 29658.346019
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+            "timestamp": 29658.408285
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+        },
+        "captured_at": "2026-08-01T15:47:03.509191Z",
+        "source": "physical_can",
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+      "finished_at": "2026-08-01T15:47:03.587338Z",
+      "duration_ms": 861
+    },
+    {
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+      "utterance": "副驾座椅加热开到2档",
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+      "status": "passed",
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+      "request_id": "req-20260801154703-789441",
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+      "physical_state": {
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+        "heating": {
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+        },
+        "captured_at": "2026-08-01T15:47:04.413905Z",
+        "source": "physical_can",
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+      },
+      "finished_at": "2026-08-01T15:47:04.492888Z",
+      "duration_ms": 905
+    },
+    {
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+      "utterance": "副驾座椅加热开到3档",
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+      "status": "passed",
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+      "http_status": 201,
+      "request_id": "req-20260801154704-702abe",
+      "matched_modes": [],
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+      "physical_state": {
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+            "position_valid": false,
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+              "data_hex": "00 00 00 00 00 FF FF 00",
+              "timestamp": 29660.164397
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+            "position_valid": true,
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+    },
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+      "duration_ms": 886
+    },
+    {
+      "id": "THERM-V-3",
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+      "finished_at": "2026-08-01T15:47:08.966857Z",
+      "duration_ms": 881
+    },
+    {
+      "id": "THERM-V-OFF",
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+      "utterance": "关闭副驾座椅通风",
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+      "request_id": "req-20260801154708-a827a7",
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+              "data_hex": "00 00 00 00 00 FF FF 00",
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+            "motion_state": "stopped",
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+            "task_state": 0,
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+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
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+              "data_hex": "01 00 28 00 00 10 27 00",
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+            "position_valid": true,
+            "motion_state": "stopped",
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+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
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+              "data_hex": "02 00 08 00 00 A7 1F 00",
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+            "position_valid": true,
+            "motion_state": "stopped",
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+            "feedback_frame": {
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+              "data_hex": "03 00 08 00 00 B5 24 00",
+              "timestamp": 29664.601832
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+          "feedback_frame": {
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+            "data_hex": "09 00 00 00 00 00 00 00",
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+            "data_hex": "09 00 00 00 00 00 00 00",
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+        "source": "physical_can",
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+          "instance": "passenger"
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+        "complete": true,
+        "missing": []
+      },
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+      "duration_ms": 820
+    },
+    {
+      "id": "MOTION-M0-25",
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+      "utterance": "把副驾座椅水平位置调到25%",
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+      "finished_at": "2026-08-01T15:47:09.786646Z",
+      "duration_ms": 0,
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+      "safety_block": {
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+        "block_all_targets": true,
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+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M0-75",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置调到75%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:09.786668Z",
+      "finished_at": "2026-08-01T15:47:09.786669Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
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+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
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+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M0-HOME",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置归零",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:09.786675Z",
+      "finished_at": "2026-08-01T15:47:09.786676Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 0,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
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+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M1-20",
+      "group": "motion",
+      "utterance": "把副驾坐盆调到20%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:09.786687Z",
+      "finished_at": "2026-08-01T15:47:09.786688Z",
+      "duration_ms": 0,
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+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 20,
+        "minimum_safe_target_pct": 100,
+        "reason": "M1 near-direction mechanical obstruction now also reproduces from the far endpoint; do not drive below the current 100% position until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 374,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1351,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MOTION-M1-60",
+      "group": "motion",
+      "utterance": "把副驾坐盆调到60%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:09.786696Z",
+      "finished_at": "2026-08-01T15:47:09.786698Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 60,
+        "minimum_safe_target_pct": 100,
+        "reason": "M1 near-direction mechanical obstruction now also reproduces from the far endpoint; do not drive below the current 100% position until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 374,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1351,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MOTION-M2-25",
+      "group": "motion",
+      "utterance": "把副驾靠背调到25%",
+      "started_at": "2026-08-01T15:47:09.786704Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 2 TIMEOUT: task_state=7, Hall=743->743"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801154709-83910b",
+      "failure_telemetry": {
+        "motor_selector": 2,
+        "motion_axis": "backrest_recline",
+        "task_state": 7,
+        "motor_result": 6,
+        "motor_result_name": "TIMEOUT",
+        "position_valid": true,
+        "hall_before": 743,
+        "hall_after": 743,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 138,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 12 02 00 C4 09 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 02 00 01 04 E0 6E",
+          "timestamp": 29665.003821
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "02 67 08 02 00 A7 1F 00",
+          "timestamp": 29671.528551
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 00 E7 02 95 03 00 50",
+          "timestamp": 29664.99191
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 05 E7 02 95 03 00 50",
+          "timestamp": 29671.529697
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 64,
+          "valid_sample_count": 64,
+          "max_current_raw": 2252,
+          "max_current_delta_raw": 205,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 2252,
+            "current_baseline_raw": 2047,
+            "current_delta_raw": 205,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 03 CC 08 FF 07 F4 01",
+              "timestamp": 29665.294733
+            }
+          },
+          "latest": {
+            "current_raw": 2178,
+            "current_baseline_raw": 2047,
+            "current_delta_raw": 131,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 0B 82 08 FF 07 F4 01",
+              "timestamp": 29671.440071
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T15:47:16.820114Z",
+      "duration_ms": 7033
+    },
+    {
+      "id": "MOTION-M2-60",
+      "group": "motion",
+      "utterance": "把副驾靠背调到60%",
+      "started_at": "2026-08-01T15:47:16.820162Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 2 TIMEOUT: task_state=7, Hall=743->743"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801154716-4253ad",
+      "failure_telemetry": {
+        "motor_selector": 2,
+        "motion_axis": "backrest_recline",
+        "task_state": 7,
+        "motor_result": 6,
+        "motor_result_name": "TIMEOUT",
+        "position_valid": true,
+        "hall_before": 743,
+        "hall_after": 743,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 138,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 12 05 00 70 17 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 05 00 01 04 E0 67",
+          "timestamp": 29672.045387
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "02 67 08 05 00 A7 1F 00",
+          "timestamp": 29678.579774
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 05 E7 02 95 03 00 A0",
+          "timestamp": 29672.043424
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 05 E7 02 95 03 00 B0",
+          "timestamp": 29678.580946
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 65,
+          "valid_sample_count": 65,
+          "max_current_raw": 2242,
+          "max_current_delta_raw": 190,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 2242,
+            "current_baseline_raw": 2052,
+            "current_delta_raw": 190,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 03 C2 08 04 08 F4 01",
+              "timestamp": 29672.076592
+            }
+          },
+          "latest": {
+            "current_raw": 2163,
+            "current_baseline_raw": 2052,
+            "current_delta_raw": 111,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 0B 73 08 04 08 F4 01",
+              "timestamp": 29678.532301
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T15:47:23.850083Z",
+      "duration_ms": 7030
+    },
+    {
+      "id": "MOTION-M2-HOME",
+      "group": "motion",
+      "utterance": "把副驾靠背归零",
+      "started_at": "2026-08-01T15:47:23.850133Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 2 CALIBRATION_FAILED: task_state=7, Hall=743->743"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801154723-c4c780",
+      "failure_telemetry": {
+        "motor_selector": 2,
+        "motion_axis": "backrest_recline",
+        "task_state": 7,
+        "motor_result": 11,
+        "motor_result_name": "CALIBRATION_FAILED",
+        "position_valid": false,
+        "hall_before": 743,
+        "hall_after": 743,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 138,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "0B 12 08 00 52 4B 78 00",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "51 00 08 00 0B 44 E0 60",
+          "timestamp": 29679.063366
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "02 B7 00 08 00 FF FF 00",
+          "timestamp": 29682.286447
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 05 E7 02 95 03 00 00",
+          "timestamp": 29679.06159
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "02 88 E7 02 95 03 00 30",
+          "timestamp": 29682.289934
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 35,
+          "valid_sample_count": 35,
+          "max_current_raw": 2244,
+          "max_current_delta_raw": 185,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 2244,
+            "current_baseline_raw": 2059,
+            "current_delta_raw": 185,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": true,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 13 C4 08 0B 08 F4 01",
+              "timestamp": 29681.340332
+            }
+          },
+          "latest": {
+            "current_raw": 2171,
+            "current_baseline_raw": 2059,
+            "current_delta_raw": 112,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "02 0B 7B 08 0B 08 F4 01",
+              "timestamp": 29682.180355
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T15:47:27.569016Z",
+      "duration_ms": 3719
+    },
+    {
+      "id": "MOTION-M3-20",
+      "group": "motion",
+      "utterance": "把副驾腿托调到20%",
+      "started_at": "2026-08-01T15:47:27.569076Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154727-e582aa",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 20,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 1978,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 0B 00 BA 07 00",
+              "timestamp": 29693.451199
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 0A 00 FF FF 00",
+              "timestamp": 29693.477217
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 0A 00 10 27 00",
+              "timestamp": 29693.502608
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 0A 00 FF FF 00",
+              "timestamp": 29693.528656
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29693.540049
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29693.540049
+          }
+        },
+        "captured_at": "2026-08-01T15:47:38.640167Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:47:38.717963Z",
+      "duration_ms": 11149
+    },
+    {
+      "id": "MOTION-M3-60",
+      "group": "motion",
+      "utterance": "把副驾腿托调到60%",
+      "started_at": "2026-08-01T15:47:38.718046Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154738-a140a6",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 0C 00 10 27 00",
+              "timestamp": 29700.237153
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 0C 00 FF FF 00",
+              "timestamp": 29700.263244
+            }
+          },
+          "legrest_height": {
+            "position_pct": 60,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 5997,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 0D 00 6D 17 00",
+              "timestamp": 29700.28857
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 0C 00 FF FF 00",
+              "timestamp": 29700.314685
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29700.324918
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29700.324918
+          }
+        },
+        "captured_at": "2026-08-01T15:47:45.424988Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:47:45.509180Z",
+      "duration_ms": 6791
+    },
+    {
+      "id": "MOTION-M3-HOME",
+      "group": "motion",
+      "utterance": "把副驾腿托归零",
+      "started_at": "2026-08-01T15:47:45.509231Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154745-8ead10",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 0E 00 FF FF 00",
+              "timestamp": 29710.693738
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 0E 00 10 27 00",
+              "timestamp": 29710.719463
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 0E 00 FF FF 00",
+              "timestamp": 29710.745227
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 0F 00 00 00 00",
+              "timestamp": 29710.77088
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29710.778777
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29710.778777
+          }
+        },
+        "captured_at": "2026-08-01T15:47:55.878618Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:47:55.952318Z",
+      "duration_ms": 10443
+    },
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:55.952386Z",
+      "finished_at": "2026-08-01T15:47:55.952389Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 0,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "COMBINED-ALL",
+      "group": "combined",
+      "utterance": "打开副驾加热1档、打开通风1档，座椅水平到30%，坐盆到40%，靠背到37%，腿托到42%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:55.952398Z",
+      "finished_at": "2026-08-01T15:47:55.952399Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 30,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "COMBINED-OFF",
+      "group": "combined",
+      "utterance": "关闭副驾座椅加热和通风",
+      "started_at": "2026-08-01T15:47:55.952407Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154755-964b37",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 0F 00 00 00 00",
+              "timestamp": 29711.524892
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 0E 00 FF FF 00",
+              "timestamp": 29711.551743
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 0E 00 10 27 00",
+              "timestamp": 29711.577468
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 0E 00 FF FF 00",
+              "timestamp": 29711.60355
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29711.611447
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29711.611447
+          }
+        },
+        "captured_at": "2026-08-01T15:47:56.711259Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:47:56.832519Z",
+      "duration_ms": 880
+    },
+    {
+      "id": "MODE-EASY-ENTRY",
+      "group": "mode",
+      "utterance": "副驾执行轻松进出模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832581Z",
+      "finished_at": "2026-08-01T15:47:56.832583Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-OFFICE",
+      "group": "mode",
+      "utterance": "副驾执行办公模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832591Z",
+      "finished_at": "2026-08-01T15:47:56.832592Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 72,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-QUEEN",
+      "group": "mode",
+      "utterance": "副驾执行女王副驾行驶模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832598Z",
+      "finished_at": "2026-08-01T15:47:56.832599Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 72,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-BABY-NAP",
+      "group": "mode",
+      "utterance": "副驾执行宝宝午睡模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832605Z",
+      "finished_at": "2026-08-01T15:47:56.832607Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 81,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-CRUISE-SOFA",
+      "group": "mode",
+      "utterance": "副驾执行巡航沙发模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832615Z",
+      "finished_at": "2026-08-01T15:47:56.832616Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-MEDITATION",
+      "group": "mode",
+      "utterance": "副驾执行冥想空间模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832622Z",
+      "finished_at": "2026-08-01T15:47:56.832623Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-LEISURE",
+      "group": "mode",
+      "utterance": "副驾执行休闲躺椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832629Z",
+      "finished_at": "2026-08-01T15:47:56.832630Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-CALF",
+      "group": "mode",
+      "utterance": "副驾执行小腿解压悬浮模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832636Z",
+      "finished_at": "2026-08-01T15:47:56.832637Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-BEACH",
+      "group": "mode",
+      "utterance": "副驾执行电感沙滩椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832643Z",
+      "finished_at": "2026-08-01T15:47:56.832644Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832650Z",
+      "finished_at": "2026-08-01T15:47:56.832651Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "副驾执行零重力模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T15:47:56.832656Z",
+      "finished_at": "2026-08-01T15:47:56.832657Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T15:47:56.832664Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801154756-1946bc",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 2,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 30 00 0E 00 FF FF 00",
+            "timestamp": 29712.411281
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 0F 00 00 00 00",
+            "timestamp": 29712.437028
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 0,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 30 00 0E 00 FF FF 00",
+            "timestamp": 29712.463792
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 30 28 0E 00 10 27 00",
+            "timestamp": 29712.491067
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29712.49673
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29712.49673
+        }
+      },
+      "captured_at": "2026-08-01T15:47:57.596426Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T15:47:57.681445Z",
+    "duration_ms": 849
+  },
+  "finished_at": "2026-08-01T15:47:57.681482Z",
+  "summary": {
+    "total": 33,
+    "passed": 12,
+    "failed": 3,
+    "safety_blocked": 18,
+    "executed": 15,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_final_rev6_safe.json b/artifacts/hil/seat_frontend_hil_20260801_final_rev6_safe.json
new file mode 100644
index 0000000..06f6e18
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_final_rev6_safe.json
@@ -0,0 +1,1980 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T16:09:08.813120Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801160908",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-1",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T16:09:08.813160Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801160908-7f9d90",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 00 00 FF FF 00",
+              "timestamp": 30984.474752
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 00 00 00 00 00",
+              "timestamp": 30984.501669
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 00 00 FF FF 00",
+              "timestamp": 30984.526762
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 00 00 10 27 00",
+              "timestamp": 30984.55371
+            }
+          }
+        },
+        "ventilation": {
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+      "request_id": "req-20260801160914-a049e3",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 00 00 FF FF 00",
+              "timestamp": 30990.561013
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 00 00 10 27 00",
+              "timestamp": 30990.58789
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 00 00 FF FF 00",
+              "timestamp": 30990.613596
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 00 00 00 00 00",
+              "timestamp": 30990.639735
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 30990.646482
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 30990.646482
+          }
+        },
+        "captured_at": "2026-08-01T16:09:15.720363Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:09:15.800542Z",
+      "duration_ms": 855
+    },
+    {
+      "id": "MOTION-M0-25",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置调到25%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800605Z",
+      "finished_at": "2026-08-01T16:09:15.800608Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 25,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M0-75",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置调到75%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800619Z",
+      "finished_at": "2026-08-01T16:09:15.800620Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 75,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M0-HOME",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置归零",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800627Z",
+      "finished_at": "2026-08-01T16:09:15.800629Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 0,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M1-20",
+      "group": "motion",
+      "utterance": "把副驾坐盆调到20%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800639Z",
+      "finished_at": "2026-08-01T16:09:15.800641Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 20,
+        "minimum_safe_target_pct": 100,
+        "reason": "M1 near-direction mechanical obstruction now also reproduces from the far endpoint; do not drive below the current 100% position until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 374,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1351,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MOTION-M1-60",
+      "group": "motion",
+      "utterance": "把副驾坐盆调到60%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800649Z",
+      "finished_at": "2026-08-01T16:09:15.800650Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 60,
+        "minimum_safe_target_pct": 100,
+        "reason": "M1 near-direction mechanical obstruction now also reproduces from the far endpoint; do not drive below the current 100% position until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 374,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1351,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MOTION-M2-25",
+      "group": "motion",
+      "utterance": "把副驾靠背调到25%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800657Z",
+      "finished_at": "2026-08-01T16:09:15.800659Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "backrest_recline",
+        "target_pct": 25,
+        "block_all_targets": true,
+        "reason": "M2 produced zero Hall pulses in both directions. Near-direction absolute and homing commands and a bounded far-direction 500 ms/90% timed probe all failed at Hall 743 with low current, indicating an unloaded/open output path; inspect the bridge channel, connector, motor wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 743,
+          "pulse_count": 0,
+          "near_direction_max_current_delta_raw": 205,
+          "far_direction_max_current_delta_raw": 198,
+          "far_probe_duration_ms": 500,
+          "far_probe_duty_pct": 90,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M2-60",
+      "group": "motion",
+      "utterance": "把副驾靠背调到60%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800665Z",
+      "finished_at": "2026-08-01T16:09:15.800666Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "backrest_recline",
+        "target_pct": 60,
+        "block_all_targets": true,
+        "reason": "M2 produced zero Hall pulses in both directions. Near-direction absolute and homing commands and a bounded far-direction 500 ms/90% timed probe all failed at Hall 743 with low current, indicating an unloaded/open output path; inspect the bridge channel, connector, motor wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 743,
+          "pulse_count": 0,
+          "near_direction_max_current_delta_raw": 205,
+          "far_direction_max_current_delta_raw": 198,
+          "far_probe_duration_ms": 500,
+          "far_probe_duty_pct": 90,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M2-HOME",
+      "group": "motion",
+      "utterance": "把副驾靠背归零",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:15.800672Z",
+      "finished_at": "2026-08-01T16:09:15.800673Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "backrest_recline",
+        "target_pct": 0,
+        "block_all_targets": true,
+        "reason": "M2 produced zero Hall pulses in both directions. Near-direction absolute and homing commands and a bounded far-direction 500 ms/90% timed probe all failed at Hall 743 with low current, indicating an unloaded/open output path; inspect the bridge channel, connector, motor wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 743,
+          "pulse_count": 0,
+          "near_direction_max_current_delta_raw": 205,
+          "far_direction_max_current_delta_raw": 198,
+          "far_probe_duration_ms": 500,
+          "far_probe_duty_pct": 90,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MOTION-M3-20",
+      "group": "motion",
+      "utterance": "把副驾腿托调到20%",
+      "started_at": "2026-08-01T16:09:15.800679Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801160915-aef10a",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 20,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 2009,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 02 00 D9 07 00",
+              "timestamp": 30994.433753
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 01 00 FF FF 00",
+              "timestamp": 30994.459856
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 01 00 10 27 00",
+              "timestamp": 30994.486003
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 01 00 FF FF 00",
+              "timestamp": 30994.512075
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 30994.520044
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 30994.520044
+          }
+        },
+        "captured_at": "2026-08-01T16:09:19.593843Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:09:19.664419Z",
+      "duration_ms": 3864
+    },
+    {
+      "id": "MOTION-M3-60",
+      "group": "motion",
+      "utterance": "把副驾腿托调到60%",
+      "started_at": "2026-08-01T16:09:19.664479Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801160919-42d45b",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 03 00 FF FF 00",
+              "timestamp": 31001.234083
+            }
+          },
+          "legrest_height": {
+            "position_pct": 60,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 5997,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 04 00 6D 17 00",
+              "timestamp": 31001.260199
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 03 00 FF FF 00",
+              "timestamp": 31001.285196
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 03 00 10 27 00",
+              "timestamp": 31001.311303
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31001.321594
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31001.321594
+          }
+        },
+        "captured_at": "2026-08-01T16:09:26.395325Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:09:26.458684Z",
+      "duration_ms": 6794
+    },
+    {
+      "id": "MOTION-M3-HOME",
+      "group": "motion",
+      "utterance": "把副驾腿托归零",
+      "started_at": "2026-08-01T16:09:26.458742Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801160926-d345a6",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 05 00 10 27 00",
+              "timestamp": 31011.405943
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 05 00 FF FF 00",
+              "timestamp": 31011.432132
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 06 00 00 00 00",
+              "timestamp": 31011.457808
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 05 00 FF FF 00",
+              "timestamp": 31011.483575
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31011.492588
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31011.492588
+          }
+        },
+        "captured_at": "2026-08-01T16:09:36.565955Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:09:36.646801Z",
+      "duration_ms": 10188
+    },
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:36.646865Z",
+      "finished_at": "2026-08-01T16:09:36.646867Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 0,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "COMBINED-ALL",
+      "group": "combined",
+      "utterance": "打开副驾加热1档、打开通风1档，座椅水平到30%，坐盆到40%，靠背到37%，腿托到42%",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:36.646875Z",
+      "finished_at": "2026-08-01T16:09:36.646876Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 30,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "COMBINED-OFF",
+      "group": "combined",
+      "utterance": "关闭副驾座椅加热和通风",
+      "started_at": "2026-08-01T16:09:36.646882Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801160936-b6ccd7",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 00 05 00 FF FF 00",
+              "timestamp": 31012.243721
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 28 05 00 10 27 00",
+              "timestamp": 31012.269407
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 00 05 00 FF FF 00",
+              "timestamp": 31012.296292
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 06 00 00 00 00",
+              "timestamp": 31012.322045
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31012.330757
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 31012.330757
+          }
+        },
+        "captured_at": "2026-08-01T16:09:37.404046Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:09:37.485026Z",
+      "duration_ms": 838
+    },
+    {
+      "id": "MODE-EASY-ENTRY",
+      "group": "mode",
+      "utterance": "副驾执行轻松进出模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485095Z",
+      "finished_at": "2026-08-01T16:09:37.485097Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-OFFICE",
+      "group": "mode",
+      "utterance": "副驾执行办公模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485107Z",
+      "finished_at": "2026-08-01T16:09:37.485109Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 72,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-QUEEN",
+      "group": "mode",
+      "utterance": "副驾执行女王副驾行驶模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485115Z",
+      "finished_at": "2026-08-01T16:09:37.485117Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 72,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-BABY-NAP",
+      "group": "mode",
+      "utterance": "副驾执行宝宝午睡模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485124Z",
+      "finished_at": "2026-08-01T16:09:37.485125Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 81,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-CRUISE-SOFA",
+      "group": "mode",
+      "utterance": "副驾执行巡航沙发模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485132Z",
+      "finished_at": "2026-08-01T16:09:37.485133Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-MEDITATION",
+      "group": "mode",
+      "utterance": "副驾执行冥想空间模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485140Z",
+      "finished_at": "2026-08-01T16:09:37.485141Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-LEISURE",
+      "group": "mode",
+      "utterance": "副驾执行休闲躺椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485148Z",
+      "finished_at": "2026-08-01T16:09:37.485149Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-CALF",
+      "group": "mode",
+      "utterance": "副驾执行小腿解压悬浮模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485156Z",
+      "finished_at": "2026-08-01T16:09:37.485157Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 51,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-BEACH",
+      "group": "mode",
+      "utterance": "副驾执行电感沙滩椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485163Z",
+      "finished_at": "2026-08-01T16:09:37.485164Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485171Z",
+      "finished_at": "2026-08-01T16:09:37.485172Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "副驾执行零重力模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T16:09:37.485177Z",
+      "finished_at": "2026-08-01T16:09:37.485178Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "longitudinal",
+        "target_pct": 100,
+        "block_all_targets": true,
+        "reason": "M0 is position-invalid at the far endpoint and produced zero Hall pulses for near-direction absolute and homing commands at both 90% and 95% duty; inspect the mechanism, supply, bridge wiring and Hall path before more motion.",
+        "evidence": {
+          "hall_count": 499,
+          "pulse_count": 0,
+          "current_delta_raw_at_90_pct": 220,
+          "current_delta_raw_at_95_pct": 233,
+          "position_valid": false
+        }
+      }
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T16:09:37.485184Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801160937-a34c01",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 06 00 00 00 00",
+            "timestamp": 31013.066507
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 0,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 30 00 05 00 FF FF 00",
+            "timestamp": 31013.092274
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 30 28 05 00 10 27 00",
+            "timestamp": 31013.117968
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 2,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 30 00 05 00 FF FF 00",
+            "timestamp": 31013.144143
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 31013.15201
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 31013.15201
+        }
+      },
+      "captured_at": "2026-08-01T16:09:38.225339Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T16:09:38.306618Z",
+    "duration_ms": 821
+  },
+  "finished_at": "2026-08-01T16:09:38.306667Z",
+  "summary": {
+    "total": 33,
+    "passed": 12,
+    "failed": 0,
+    "safety_blocked": 21,
+    "executed": 12,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run1.json b/artifacts/hil/seat_frontend_hil_20260801_run1.json
new file mode 100644
index 0000000..e9f1fa8
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run1.json
@@ -0,0 +1,3352 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T14:14:47.917400Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801141447",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-1",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T14:14:47.917460Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801141447-6d94bf",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 31,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 3,
+            "value_x100": 3060,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 00 08 00 00 F4 0B 00",
+              "timestamp": 24123.411518
+            }
+          },
+          "longitudinal": {
+            "position_pct": 72,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 0,
+            "value_x100": 7229,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 00 08 00 00 3D 1C 00",
+              "timestamp": 24123.437299
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 37,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 1,
+            "value_x100": 3743,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 00 08 00 00 9F 0E 00",
+              "timestamp": 24123.463555
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 44,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 2,
+            "value_x100": 4427,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 00 08 00 00 4B 11 00",
+              "timestamp": 24123.489414
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
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+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 24380.956429
+          }
+        },
+        "captured_at": "2026-08-01T14:19:06.175744Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T14:19:06.248103Z",
+      "duration_ms": 38391
+    },
+    {
+      "id": "MODE-BEACH",
+      "group": "mode",
+      "utterance": "副驾执行电感沙滩椅模式",
+      "started_at": "2026-08-01T14:19:06.248167Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 STALL: task_state=7, Hall=245->403"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801141906-e7f9a9",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 5,
+        "motor_result_name": "STALL",
+        "position_valid": true,
+        "hall_before": 245,
+        "hall_after": 403,
+        "hall_delta": 158,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 10 3A 00 10 27 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 3A 00 01 01 F0 38",
+          "timestamp": 24381.322731
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 57 48 3A 00 CC 20 00",
+          "timestamp": 24390.577474
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 00 F5 00 E0 01 00 30",
+          "timestamp": 24381.32081
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 14 93 01 E0 01 00 01",
+          "timestamp": 24390.57976
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 93,
+          "valid_sample_count": 93,
+          "max_current_raw": 889,
+          "max_current_delta_raw": 888,
+          "high_current_seen": true,
+          "low_hall_seen": true,
+          "stall_overlap_seen": true,
+          "peak": {
+            "current_raw": 889,
+            "current_baseline_raw": 1,
+            "current_delta_raw": 888,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0F 79 03 01 00 F4 01",
+              "timestamp": 24386.84949
+            }
+          },
+          "latest": {
+            "current_raw": 870,
+            "current_baseline_raw": 4,
+            "current_delta_raw": 866,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0F 66 03 04 00 F4 01",
+              "timestamp": 24390.498443
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:19:15.984934Z",
+      "duration_ms": 9737
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "started_at": "2026-08-01T14:19:15.984987Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 STALL: task_state=7, Hall=403->403"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801141915-38651e",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 5,
+        "motor_result_name": "STALL",
+        "position_valid": true,
+        "hall_before": 403,
+        "hall_after": 403,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 10 3D 00 10 27 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 3D 00 01 01 F0 3E",
+          "timestamp": 24391.074151
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 57 48 3D 00 CC 20 00",
+          "timestamp": 24396.477417
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 04 93 01 E0 01 00 50",
+          "timestamp": 24391.072176
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 14 93 01 E0 01 00 D1",
+          "timestamp": 24396.478605
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 56,
+          "valid_sample_count": 56,
+          "max_current_raw": 883,
+          "max_current_delta_raw": 879,
+          "high_current_seen": true,
+          "low_hall_seen": true,
+          "stall_overlap_seen": true,
+          "peak": {
+            "current_raw": 883,
+            "current_baseline_raw": 4,
+            "current_delta_raw": 879,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 07 73 03 04 00 F4 01",
+              "timestamp": 24394.992622
+            }
+          },
+          "latest": {
+            "current_raw": 869,
+            "current_baseline_raw": 4,
+            "current_delta_raw": 865,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0F 65 03 04 00 F4 01",
+              "timestamp": 24396.448417
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:19:21.864717Z",
+      "duration_ms": 5880
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "副驾执行零重力模式",
+      "started_at": "2026-08-01T14:19:21.864769Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 STALL: task_state=7, Hall=403->403"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801141921-02f30a",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 5,
+        "motor_result_name": "STALL",
+        "position_valid": true,
+        "hall_before": 403,
+        "hall_after": 403,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 10 40 00 10 27 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 40 00 01 01 F0 3E",
+          "timestamp": 24396.931321
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 57 48 40 00 CC 20 00",
+          "timestamp": 24402.377888
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 04 93 01 E0 01 00 10",
+          "timestamp": 24396.929403
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 14 93 01 E0 01 00 91",
+          "timestamp": 24402.380189
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 56,
+          "valid_sample_count": 56,
+          "max_current_raw": 1010,
+          "max_current_delta_raw": 1005,
+          "high_current_seen": true,
+          "low_hall_seen": true,
+          "stall_overlap_seen": true,
+          "peak": {
+            "current_raw": 1010,
+            "current_baseline_raw": 5,
+            "current_delta_raw": 1005,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 07 F2 03 05 00 F4 01",
+              "timestamp": 24397.174325
+            }
+          },
+          "latest": {
+            "current_raw": 723,
+            "current_baseline_raw": 4,
+            "current_delta_raw": 719,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0F D3 02 04 00 F4 01",
+              "timestamp": 24402.278384
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:19:27.698586Z",
+      "duration_ms": 5834
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T14:19:27.698630Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801141927-c5b3af",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 30 18 41 00 00 00 00",
+            "timestamp": 24403.207866
+          }
+        },
+        "legrest_height": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 3,
+          "value_x100": 9954,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 30 08 41 00 E2 26 00",
+            "timestamp": 24403.233854
+          }
+        },
+        "longitudinal": {
+          "position_pct": 84,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 0,
+          "value_x100": 8396,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 30 08 41 00 CC 20 00",
+            "timestamp": 24403.259871
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 75,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 1,
+          "value_x100": 7513,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 30 08 41 00 59 1D 00",
+            "timestamp": 24403.286271
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 24403.295364
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 24403.295364
+        }
+      },
+      "captured_at": "2026-08-01T14:19:28.514121Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T14:19:28.593969Z",
+    "duration_ms": 895
+  },
+  "finished_at": "2026-08-01T14:19:28.594006Z",
+  "summary": {
+    "total": 30,
+    "passed": 21,
+    "failed": 9,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run2.json b/artifacts/hil/seat_frontend_hil_20260801_run2.json
new file mode 100644
index 0000000..00e27fd
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run2.json
@@ -0,0 +1,3124 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T14:47:53.934816Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801144753",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-1",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T14:47:53.934859Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801144753-988889",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 03 00 10 27 00",
+              "timestamp": 26109.485787
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 33,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 3262,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 08 03 00 BE 0C 00",
+              "timestamp": 26109.511466
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 03 00 00 00 00",
+              "timestamp": 26109.537484
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 03 00 00 00 00",
+              "timestamp": 26109.564307
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 26109.571052
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 1,
+          "feedback_value": 2,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 26109.571052
+          }
+        },
+        "captured_at": "2026-08-01T14:47:54.749907Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T14:47:54.824802Z",
+      "duration_ms": 890
+    },
+    {
+      "id": "THERM-H-2",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到2档",
+      "started_at": "2026-08-01T14:47:54.824891Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801144754-33c056",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 33,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 3262,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 08 03 00 BE 0C 00",
+              "timestamp": 26110.355515
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 03 00 00 00 00",
+              "timestamp": 26110.382347
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 03 00 00 00 00",
+              "timestamp": 26110.408024
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 03 00 10 27 00",
+              "timestamp": 26110.434084
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "19 00 00 00 00 00 00 00",
+            "timestamp": 26110.441959
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 2,
+          "feedback_value": 3,
+          "feedback_frame": {
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+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 2D 00 A7 1F 00",
+            "timestamp": 26330.235576
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 2E 00 B5 24 00",
+            "timestamp": 26330.260914
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 2B 00 10 27 00",
+            "timestamp": 26330.286997
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 2C 00 10 27 00",
+            "timestamp": 26330.313124
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26330.323377
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26330.323377
+        }
+      },
+      "captured_at": "2026-08-01T14:51:35.497204Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T14:51:35.579514Z",
+    "duration_ms": 878
+  },
+  "finished_at": "2026-08-01T14:51:35.579548Z",
+  "summary": {
+    "total": 33,
+    "passed": 23,
+    "failed": 2,
+    "safety_blocked": 8,
+    "executed": 25,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run3_modes.json b/artifacts/hil/seat_frontend_hil_20260801_run3_modes.json
new file mode 100644
index 0000000..796c696
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run3_modes.json
@@ -0,0 +1,764 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T14:53:29.226676Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801145329",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MODE-QUEEN",
+      "group": "mode",
+      "utterance": "副驾执行女王副驾行驶模式",
+      "started_at": "2026-08-01T14:53:29.226724Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 TIMEOUT: task_state=7, Hall=499->499"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801145329-c441d5",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 6,
+        "motor_result_name": "TIMEOUT",
+        "position_valid": true,
+        "hall_before": 499,
+        "hall_after": 499,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 10 30 00 20 1C 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 30 00 01 01 F0 4B",
+          "timestamp": 26444.37267
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 67 28 30 00 10 27 00",
+          "timestamp": 26450.902006
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 00 F3 01 F3 01 00 90",
+          "timestamp": 26444.360963
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 05 F3 01 F3 01 00 A0",
+          "timestamp": 26450.903153
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 65,
+          "valid_sample_count": 65,
+          "max_current_raw": 214,
+          "max_current_delta_raw": 213,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 214,
+            "current_baseline_raw": 1,
+            "current_delta_raw": 213,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0B D6 00 01 00 F4 01",
+              "timestamp": 26449.53215
+            }
+          },
+          "latest": {
+            "current_raw": 212,
+            "current_baseline_raw": 1,
+            "current_delta_raw": 211,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0B D4 00 01 00 F4 01",
+              "timestamp": 26450.886864
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:53:36.269029Z",
+      "duration_ms": 7042
+    },
+    {
+      "id": "MODE-BABY-NAP",
+      "group": "mode",
+      "utterance": "副驾执行宝宝午睡模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T14:53:36.269096Z",
+      "finished_at": "2026-08-01T14:53:36.269098Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 30,
+        "minimum_safe_target_pct": 35,
+        "reason": "M1 near-direction mechanical obstruction: repeated Hall stop at 122/123 with zero pulses and high current; do not drive toward the near endpoint until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 122,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1205,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MODE-CRUISE-SOFA",
+      "group": "mode",
+      "utterance": "副驾执行巡航沙发模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T14:53:36.269107Z",
+      "finished_at": "2026-08-01T14:53:36.269108Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 30,
+        "minimum_safe_target_pct": 35,
+        "reason": "M1 near-direction mechanical obstruction: repeated Hall stop at 122/123 with zero pulses and high current; do not drive toward the near endpoint until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 122,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1205,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MODE-MEDITATION",
+      "group": "mode",
+      "utterance": "副驾执行冥想空间模式",
+      "started_at": "2026-08-01T14:53:36.269121Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 1 STALL: task_state=7, Hall=374->374"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801145336-cea6e3",
+      "failure_telemetry": {
+        "motor_selector": 1,
+        "motion_axis": "cushion_tilt",
+        "task_state": 7,
+        "motor_result": 5,
+        "motor_result_name": "STALL",
+        "position_valid": true,
+        "hall_before": 374,
+        "hall_after": 374,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 56,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 11 34 00 30 11 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 34 00 01 02 F0 49",
+          "timestamp": 26453.41257
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "01 57 68 34 00 10 27 00",
+          "timestamp": 26462.801669
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "01 00 76 01 76 01 00 B0",
+          "timestamp": 26451.441787
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "01 14 76 01 76 01 00 C1",
+          "timestamp": 26462.802815
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 113,
+          "valid_sample_count": 113,
+          "max_current_raw": 1353,
+          "max_current_delta_raw": 1351,
+          "high_current_seen": true,
+          "low_hall_seen": true,
+          "stall_overlap_seen": true,
+          "peak": {
+            "current_raw": 1353,
+            "current_baseline_raw": 2,
+            "current_delta_raw": 1351,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "01 07 49 05 02 00 F4 01",
+              "timestamp": 26461.7585
+            }
+          },
+          "latest": {
+            "current_raw": 1199,
+            "current_baseline_raw": 2,
+            "current_delta_raw": 1197,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": true,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "01 0F AF 04 02 00 F4 01",
+              "timestamp": 26462.798972
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:53:48.119388Z",
+      "duration_ms": 11850
+    },
+    {
+      "id": "MODE-LEISURE",
+      "group": "mode",
+      "utterance": "副驾执行休闲躺椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T14:53:48.119450Z",
+      "finished_at": "2026-08-01T14:53:48.119452Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 30,
+        "minimum_safe_target_pct": 35,
+        "reason": "M1 near-direction mechanical obstruction: repeated Hall stop at 122/123 with zero pulses and high current; do not drive toward the near endpoint until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 122,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1205,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MODE-CALF",
+      "group": "mode",
+      "utterance": "副驾执行小腿解压悬浮模式",
+      "started_at": "2026-08-01T14:53:48.119461Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 TIMEOUT: task_state=7, Hall=499->499"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801145348-bae676",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 6,
+        "motor_result_name": "TIMEOUT",
+        "position_valid": true,
+        "hall_before": 499,
+        "hall_after": 499,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "01 10 37 00 EC 13 30 75",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "21 00 37 00 01 01 F0 41",
+          "timestamp": 26463.239675
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 67 28 37 00 10 27 00",
+          "timestamp": 26469.752618
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 00 F3 01 F3 01 00 10",
+          "timestamp": 26463.237716
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 05 F3 01 F3 01 00 20",
+          "timestamp": 26469.754985
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 65,
+          "valid_sample_count": 65,
+          "max_current_raw": 253,
+          "max_current_delta_raw": 250,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 253,
+            "current_baseline_raw": 3,
+            "current_delta_raw": 250,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 03 FD 00 03 00 F4 01",
+              "timestamp": 26463.272395
+            }
+          },
+          "latest": {
+            "current_raw": 207,
+            "current_baseline_raw": 3,
+            "current_delta_raw": 204,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0B CF 00 03 00 F4 01",
+              "timestamp": 26469.728393
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:53:55.135955Z",
+      "duration_ms": 7017
+    },
+    {
+      "id": "MODE-BEACH",
+      "group": "mode",
+      "utterance": "副驾执行电感沙滩椅模式",
+      "status": "safety_blocked",
+      "started_at": "2026-08-01T14:53:55.136004Z",
+      "finished_at": "2026-08-01T14:53:55.136006Z",
+      "duration_ms": 0,
+      "errors": [],
+      "safety_block": {
+        "axis": "cushion_tilt",
+        "target_pct": 0,
+        "minimum_safe_target_pct": 35,
+        "reason": "M1 near-direction mechanical obstruction: repeated Hall stop at 122/123 with zero pulses and high current; do not drive toward the near endpoint until the mechanism is inspected.",
+        "evidence": {
+          "hall_count": 122,
+          "pulse_count": 0,
+          "peak_current_delta_raw": 1205,
+          "stall_threshold_raw": 500
+        }
+      }
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "started_at": "2026-08-01T14:53:55.136014Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801145355-391520",
+      "matched_modes": [
+        "nap"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 3A 00 10 27 00",
+              "timestamp": 26476.732654
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 3B 00 10 27 00",
+              "timestamp": 26476.759174
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 3C 00 A7 1F 00",
+              "timestamp": 26476.785245
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 3D 00 B5 24 00",
+              "timestamp": 26476.810211
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 26476.820464
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 26476.820464
+          }
+        },
+        "captured_at": "2026-08-01T14:54:01.990826Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T14:54:02.155719Z",
+      "duration_ms": 7020
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "副驾执行零重力模式",
+      "started_at": "2026-08-01T14:54:02.155796Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801145402-f6ff8b",
+      "matched_modes": [
+        "zero_gravity"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 3F 00 10 27 00",
+              "timestamp": 26483.63127
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 40 00 10 27 00",
+              "timestamp": 26483.657826
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 41 00 A7 1F 00",
+              "timestamp": 26483.682735
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 42 00 B5 24 00",
+              "timestamp": 26483.708846
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 26483.717983
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 26483.717983
+          }
+        },
+        "captured_at": "2026-08-01T14:54:08.888287Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T14:54:08.963843Z",
+      "duration_ms": 6808
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T14:54:08.963900Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801145408-c833b5",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 42 00 B5 24 00",
+            "timestamp": 26484.485071
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 3F 00 10 27 00",
+            "timestamp": 26484.511148
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 40 00 10 27 00",
+            "timestamp": 26484.537248
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 41 00 A7 1F 00",
+            "timestamp": 26484.562609
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26484.572862
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26484.572862
+        }
+      },
+      "captured_at": "2026-08-01T14:54:09.742991Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T14:54:09.821001Z",
+    "duration_ms": 857
+  },
+  "finished_at": "2026-08-01T14:54:09.821038Z",
+  "summary": {
+    "total": 9,
+    "passed": 2,
+    "failed": 3,
+    "safety_blocked": 4,
+    "executed": 5,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run4_m0_home.json b/artifacts/hil/seat_frontend_hil_20260801_run4_m0_home.json
new file mode 100644
index 0000000..5606bab
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run4_m0_home.json
@@ -0,0 +1,240 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T14:55:16.839705Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801145516",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-M0-HOME",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置归零",
+      "started_at": "2026-08-01T14:55:16.839746Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 CALIBRATION_FAILED: task_state=7, Hall=499->499"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801145516-496358",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 11,
+        "motor_result_name": "CALIBRATION_FAILED",
+        "position_valid": false,
+        "hall_before": 499,
+        "hall_after": 499,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "0B 10 44 00 52 4B 78 00",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "51 00 44 00 0B 41 F0 4F",
+          "timestamp": 26552.027376
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 B7 00 44 00 FF FF 00",
+          "timestamp": 26555.266451
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 00 F3 01 F3 01 00 C0",
+          "timestamp": 26552.016761
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 88 F3 01 F3 01 00 00",
+          "timestamp": 26555.267587
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 36,
+          "valid_sample_count": 36,
+          "max_current_raw": 223,
+          "max_current_delta_raw": 220,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 223,
+            "current_baseline_raw": 3,
+            "current_delta_raw": 220,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": true,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 13 DF 00 03 00 F4 01",
+              "timestamp": 26552.116307
+            }
+          },
+          "latest": {
+            "current_raw": 10,
+            "current_baseline_raw": 23,
+            "current_delta_raw": 0,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0B 0A 00 17 00 F4 01",
+              "timestamp": 26555.246382
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T14:55:20.627987Z",
+      "duration_ms": 3788
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T14:55:20.628029Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801145520-65fe81",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 30 08 45 00 A7 1F 00",
+            "timestamp": 26556.1968
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 30 08 45 00 B5 24 00",
+            "timestamp": 26556.222629
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 0,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 30 00 45 00 FF FF 00",
+            "timestamp": 26556.248442
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 30 28 45 00 10 27 00",
+            "timestamp": 26556.274646
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26556.283681
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 26556.283681
+        }
+      },
+      "captured_at": "2026-08-01T14:55:21.452124Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T14:55:21.531805Z",
+    "duration_ms": 904
+  },
+  "finished_at": "2026-08-01T14:55:21.531835Z",
+  "summary": {
+    "total": 1,
+    "passed": 0,
+    "failed": 1,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run5_m0_home_rev5.json b/artifacts/hil/seat_frontend_hil_20260801_run5_m0_home_rev5.json
new file mode 100644
index 0000000..1671baf
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run5_m0_home_rev5.json
@@ -0,0 +1,62 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T15:32:33.035150Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801153233",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-M0-HOME",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置归零",
+      "started_at": "2026-08-01T15:32:33.035187Z",
+      "status": "failed",
+      "errors": [
+        "ZCAN_SetValue(canfd_abit_baud_rate) failed"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801153233-4d8760",
+      "failure_telemetry": {
+        "error_type": "CanGatewayError",
+        "stop_all_attempted": false,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T15:32:33.233128Z",
+      "duration_ms": 198
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T15:32:33.233166Z",
+    "status": "failed",
+    "errors": [
+      "ZCAN_SetValue(canfd_abit_baud_rate) failed"
+    ],
+    "http_status": 201,
+    "request_id": "req-20260801153233-dc02d8",
+    "failure_telemetry": {
+      "error_type": "CanGatewayError",
+      "stop_all_attempted": false,
+      "simulated": false
+    },
+    "finished_at": "2026-08-01T15:32:33.390312Z",
+    "duration_ms": 157
+  },
+  "finished_at": "2026-08-01T15:32:33.390330Z",
+  "summary": {
+    "total": 1,
+    "passed": 0,
+    "failed": 1,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": false
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run6_m0_home_rev5.json b/artifacts/hil/seat_frontend_hil_20260801_run6_m0_home_rev5.json
new file mode 100644
index 0000000..c231624
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run6_m0_home_rev5.json
@@ -0,0 +1,240 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T15:38:36.967401Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801153836",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-M0-HOME",
+      "group": "motion",
+      "utterance": "把副驾座椅水平位置归零",
+      "started_at": "2026-08-01T15:38:36.967442Z",
+      "status": "failed",
+      "errors": [
+        "T2G motor 0 CALIBRATION_FAILED: task_state=7, Hall=499->499"
+      ],
+      "http_status": 201,
+      "request_id": "req-20260801153836-3cd030",
+      "failure_telemetry": {
+        "motor_selector": 0,
+        "motion_axis": "longitudinal",
+        "task_state": 7,
+        "motor_result": 11,
+        "motor_result_name": "CALIBRATION_FAILED",
+        "position_valid": false,
+        "hall_before": 499,
+        "hall_after": 499,
+        "hall_delta": 0,
+        "endpoint_recovery_max_near_hall": 72,
+        "command_frame": {
+          "frame_id": "0x300",
+          "payload_size": 8,
+          "data_hex": "0B 10 02 00 52 4B 78 00",
+          "timestamp": null
+        },
+        "ack_frame": {
+          "frame_id": "0x301",
+          "payload_size": 8,
+          "data_hex": "51 00 02 00 0B 41 E0 55",
+          "timestamp": 29165.165292
+        },
+        "feedback_frame": {
+          "frame_id": "0x302",
+          "payload_size": 8,
+          "data_hex": "00 B7 00 02 00 FF FF 00",
+          "timestamp": 29168.401573
+        },
+        "diagnostic_before_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 00 F3 01 F3 01 00 20",
+          "timestamp": 29165.154003
+        },
+        "diagnostic_frame": {
+          "frame_id": "0x303",
+          "payload_size": 8,
+          "data_hex": "00 88 F3 01 F3 01 00 60",
+          "timestamp": 29168.402701
+        },
+        "diagnostic_read_error": null,
+        "current_diagnostic": {
+          "sample_count": 36,
+          "valid_sample_count": 36,
+          "max_current_raw": 238,
+          "max_current_delta_raw": 233,
+          "high_current_seen": false,
+          "low_hall_seen": true,
+          "stall_overlap_seen": false,
+          "peak": {
+            "current_raw": 236,
+            "current_baseline_raw": 3,
+            "current_delta_raw": 233,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": false,
+            "current_calibrating": true,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 13 EC 00 03 00 F4 01",
+              "timestamp": 29165.251397
+            }
+          },
+          "latest": {
+            "current_raw": 12,
+            "current_baseline_raw": 36,
+            "current_delta_raw": 0,
+            "stall_current_delta_threshold_raw": 500,
+            "current_sample_valid": true,
+            "current_baseline_valid": true,
+            "high_current": false,
+            "hall_activity_low": true,
+            "current_calibrating": false,
+            "frame": {
+              "frame_id": "0x304",
+              "payload_size": 8,
+              "data_hex": "00 0B 0C 00 24 00 F4 01",
+              "timestamp": 29168.379476
+            }
+          }
+        },
+        "error_type": "HardwareExecutionError",
+        "stop_all_attempted": true,
+        "simulated": false
+      },
+      "finished_at": "2026-08-01T15:38:53.697878Z",
+      "duration_ms": 16730
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T15:38:53.697934Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801153853-1d639f",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 30 28 03 00 10 27 00",
+            "timestamp": 29169.295418
+          }
+        },
+        "backrest_recline": {
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+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 30 08 03 00 A7 1F 00",
+            "timestamp": 29169.322276
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 30 08 03 00 B5 24 00",
+            "timestamp": 29169.347323
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 3,
+          "motor_selector": 0,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 30 00 03 00 FF FF 00",
+            "timestamp": 29169.374233
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29169.380975
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29169.380975
+        }
+      },
+      "captured_at": "2026-08-01T15:38:54.491848Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T15:38:54.576238Z",
+    "duration_ms": 878
+  },
+  "finished_at": "2026-08-01T15:38:54.576286Z",
+  "summary": {
+    "total": 1,
+    "passed": 0,
+    "failed": 1,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260801_run7_rev6_flash_thermal_off.json b/artifacts/hil/seat_frontend_hil_20260801_run7_rev6_flash_thermal_off.json
new file mode 100644
index 0000000..b462cfa
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260801_run7_rev6_flash_thermal_off.json
@@ -0,0 +1,363 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T15:43:36.160681Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801154336",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-OFF",
+      "group": "thermal",
+      "utterance": "关闭副驾座椅加热",
+      "started_at": "2026-08-01T15:43:36.160725Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154336-0eefe8",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 00 08 00 00 A7 1F 00",
+              "timestamp": 29463.233038
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 00 08 00 00 B5 24 00",
+              "timestamp": 29463.259912
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 00 00 00 00 FF FF 00",
+              "timestamp": 29463.284973
+            }
+          },
+          "cushion_tilt": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 00 28 00 00 10 27 00",
+              "timestamp": 29463.311881
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29463.319822
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29463.319822
+          }
+        },
+        "captured_at": "2026-08-01T15:43:48.424601Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:43:48.512170Z",
+      "duration_ms": 12351
+    },
+    {
+      "id": "THERM-V-OFF",
+      "group": "thermal",
+      "utterance": "关闭副驾座椅通风",
+      "started_at": "2026-08-01T15:43:48.512241Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801154348-d8018c",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 00 08 00 00 A7 1F 00",
+              "timestamp": 29464.079538
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 00 08 00 00 B5 24 00",
+              "timestamp": 29464.105253
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": false,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 0,
+            "value_x100": 65535,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 00 00 00 00 FF FF 00",
+              "timestamp": 29464.131102
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 00 28 00 00 10 27 00",
+              "timestamp": 29464.157968
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29464.165819
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 29464.165819
+          }
+        },
+        "captured_at": "2026-08-01T15:43:49.270734Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T15:43:49.336080Z",
+      "duration_ms": 824
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T15:43:49.336131Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801154349-f42e7f",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 0,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 00 28 00 00 10 27 00",
+            "timestamp": 29464.904964
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 0,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 00 08 00 00 A7 1F 00",
+            "timestamp": 29464.931901
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 0,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 00 08 00 00 B5 24 00",
+            "timestamp": 29464.95768
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": false,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 0,
+          "motor_result": 0,
+          "motor_selector": 0,
+          "value_x100": 65535,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 00 00 00 00 FF FF 00",
+            "timestamp": 29464.98386
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29464.990659
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 29464.990659
+        }
+      },
+      "captured_at": "2026-08-01T15:43:50.095435Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T15:43:50.176751Z",
+    "duration_ms": 841
+  },
+  "finished_at": "2026-08-01T15:43:50.176781Z",
+  "summary": {
+    "total": 2,
+    "passed": 2,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 2,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_all_modes_after_timeout_fix.json b/artifacts/hil/seat_frontend_hil_20260802_all_modes_after_timeout_fix.json
new file mode 100644
index 0000000..48c3fd8
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_all_modes_after_timeout_fix.json
@@ -0,0 +1,1402 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:34:24.688076Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801173424",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MODE-EASY-ENTRY",
+      "group": "mode",
+      "utterance": "副驾执行轻松进出模式",
+      "started_at": "2026-08-01T17:34:24.688111Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173424-29d516",
+      "matched_modes": [
+        "easy_entry_exit"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 37 01 00 00 00",
+              "timestamp": 36132.806804
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 38 01 00 00 00",
+              "timestamp": 36132.832713
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 35 01 10 27 00",
+              "timestamp": 36132.858315
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 36 01 00 00 00",
+              "timestamp": 36132.884898
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36132.890537
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36132.890537
+          }
+        },
+        "captured_at": "2026-08-01T17:34:57.861807Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:34:57.947099Z",
+      "duration_ms": 33259
+    },
+    {
+      "id": "MODE-OFFICE",
+      "group": "mode",
+      "utterance": "副驾执行办公模式",
+      "started_at": "2026-08-01T17:34:57.947281Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173457-b91d14",
+      "matched_modes": [
+        "office"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 21,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 2102,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 3D 01 36 08 00",
+              "timestamp": 36155.402606
+            }
+          },
+          "longitudinal": {
+            "position_pct": 72,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 7194,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 08 3A 01 1A 1C 00",
+              "timestamp": 36155.429035
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 22,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 2193,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 08 3B 01 91 08 00",
+              "timestamp": 36155.455092
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 22,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 2214,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 3C 01 A6 08 00",
+              "timestamp": 36155.481164
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
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+      "id": "MODE-BEACH",
+      "group": "mode",
+      "utterance": "副驾执行电感沙滩椅模式",
+      "started_at": "2026-08-01T17:37:25.441314Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173725-8c8b69",
+      "matched_modes": [
+        "electric_beach_chair"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 5D 01 10 27 00",
+              "timestamp": 36336.115156
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 5E 01 00 00 00",
+              "timestamp": 36336.141544
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 9978,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 5F 01 FA 26 00",
+              "timestamp": 36336.167515
+            }
+          },
+          "legrest_height": {
+            "position_pct": 60,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 5981,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 60 01 5D 17 00",
+              "timestamp": 36336.193545
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36336.202646
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36336.202646
+          }
+        },
+        "captured_at": "2026-08-01T17:38:21.169957Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:38:21.251584Z",
+      "duration_ms": 55810
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "started_at": "2026-08-01T17:38:21.251668Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173821-8d526e",
+      "matched_modes": [
+        "nap"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 65 01 B5 24 00",
+              "timestamp": 36361.915413
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 62 01 10 27 00",
+              "timestamp": 36361.941953
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 63 01 10 27 00",
+              "timestamp": 36361.968014
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 64 01 A7 1F 00",
+              "timestamp": 36361.994186
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36362.00334
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36362.00334
+          }
+        },
+        "captured_at": "2026-08-01T17:38:46.970161Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:38:47.053444Z",
+      "duration_ms": 25802
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "打开零重力模式",
+      "started_at": "2026-08-01T17:38:47.053535Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173847-630834",
+      "matched_modes": [
+        "zero_gravity"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 6A 01 B5 24 00",
+              "timestamp": 36368.73592
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 67 01 10 27 00",
+              "timestamp": 36368.762028
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 68 01 10 27 00",
+              "timestamp": 36368.788151
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 69 01 A7 1F 00",
+              "timestamp": 36368.814254
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36368.823389
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36368.823389
+          }
+        },
+        "captured_at": "2026-08-01T17:38:53.790157Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:38:53.936718Z",
+      "duration_ms": 6883
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:38:53.936783Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801173853-a23f08",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 69 01 A7 1F 00",
+            "timestamp": 36369.599695
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 6A 01 B5 24 00",
+            "timestamp": 36369.625753
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 67 01 10 27 00",
+            "timestamp": 36369.652324
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 68 01 10 27 00",
+            "timestamp": 36369.678374
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36369.687565
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36369.687565
+        }
+      },
+      "captured_at": "2026-08-01T17:38:54.654265Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:38:54.726753Z",
+    "duration_ms": 790
+  },
+  "finished_at": "2026-08-01T17:38:54.726786Z",
+  "summary": {
+    "total": 11,
+    "passed": 11,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 11,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_all_modes_post_cleanup.json b/artifacts/hil/seat_frontend_hil_20260802_all_modes_post_cleanup.json
new file mode 100644
index 0000000..47dc88b
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_all_modes_post_cleanup.json
@@ -0,0 +1,250 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:39:16.430915Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801173916",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "started_at": "2026-08-01T17:39:16.430950Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173916-90206d",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 6D 01 00 00 00",
+              "timestamp": 36459.051975
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 6E 01 00 00 00",
+              "timestamp": 36459.077734
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 6F 01 00 00 00",
+              "timestamp": 36459.104324
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 6C 01 00 00 00",
+              "timestamp": 36459.129781
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36459.136472
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 36459.136472
+          }
+        },
+        "captured_at": "2026-08-01T17:40:24.101369Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:40:24.299645Z",
+      "duration_ms": 67869
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:40:24.299777Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801174024-2bef93",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 6C 01 00 00 00",
+            "timestamp": 36460.001759
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 6D 01 00 00 00",
+            "timestamp": 36460.028327
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 6E 01 00 00 00",
+            "timestamp": 36460.055218
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 6F 01 00 00 00",
+            "timestamp": 36460.08066
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36460.087354
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36460.087354
+        }
+      },
+      "captured_at": "2026-08-01T17:40:25.052281Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:40:25.130245Z",
+    "duration_ms": 830
+  },
+  "finished_at": "2026-08-01T17:40:25.130276Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_gpt56_position_sync_targeted.json b/artifacts/hil/seat_frontend_hil_20260802_gpt56_position_sync_targeted.json
new file mode 100644
index 0000000..e8541c2
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_gpt56_position_sync_targeted.json
@@ -0,0 +1,364 @@
+{
+  "suite": "t2g-seat-frontend-comprehensive-hil",
+  "started_at": "2026-08-01T20:30:03.347380Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801203003",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MODEL-FUZZY-CRAMPED-COMFORT",
+      "group": "model",
+      "utterance": "前舱空间太挤了，把座椅调整到舒服的位置",
+      "started_at": "2026-08-01T20:30:43.772650Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801203043-6dba03",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 35,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 3501,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 09 00 AD 0D 00",
+              "timestamp": 46720.941274
+            }
+          },
+          "legrest_height": {
+            "position_pct": 10,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 1005,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 0A 00 ED 03 00",
+              "timestamp": 46720.967852
+            }
+          },
+          "longitudinal": {
+            "position_pct": 80,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 8016,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 08 07 00 50 1F 00",
+              "timestamp": 46720.993263
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 30,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 2995,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 08 08 00 B3 0B 00",
+              "timestamp": 46721.019784
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 46721.030217
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 46721.030217
+          }
+        },
+        "captured_at": "2026-08-01T20:31:25.795596Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T20:31:25.863040Z",
+      "duration_ms": 42090
+    }
+  ],
+  "position_memory_sync": {
+    "id": "PREFLIGHT-POSITION-MEMORY-SYNC",
+    "group": "preflight",
+    "utterance": "关闭副驾座椅加热和通风，并把水平、坐盆、靠背、腿托四轴归零",
+    "started_at": "2026-08-01T20:30:03.347411Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801203003-f00e7a",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 03 00 00 00 00",
+            "timestamp": 46678.830874
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 04 00 00 00 00",
+            "timestamp": 46678.856952
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 05 00 00 00 00",
+            "timestamp": 46678.882795
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 02 00 00 00 00",
+            "timestamp": 46678.908649
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 46678.916532
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 46678.916532
+        }
+      },
+      "captured_at": "2026-08-01T20:30:43.683001Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T20:30:43.772568Z",
+    "duration_ms": 40425
+  },
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风，并把水平、坐盆、靠背、腿托四轴归零",
+    "started_at": "2026-08-01T20:31:25.863092Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801203125-a4af68",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 0C 00 00 00 00",
+            "timestamp": 46759.956435
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 0D 00 00 00 00",
+            "timestamp": 46759.982688
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 0E 00 00 00 00",
+            "timestamp": 46760.008938
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 0F 00 00 00 00",
+            "timestamp": 46760.041009
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 46760.053878
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 46760.053878
+        }
+      },
+      "captured_at": "2026-08-01T20:32:04.818553Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T20:32:04.895597Z",
+    "duration_ms": 39033
+  },
+  "finished_at": "2026-08-01T20:32:04.895635Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "position_memory_sync_passed": true,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_post_suite_zero_cleanup.json b/artifacts/hil/seat_frontend_hil_20260802_post_suite_zero_cleanup.json
new file mode 100644
index 0000000..497f7f8
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_post_suite_zero_cleanup.json
@@ -0,0 +1,250 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:16:40.264559Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801171640",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "started_at": "2026-08-01T17:16:40.264614Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801171640-4a5f1e",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 19 01 00 00 00",
+              "timestamp": 35105.608647
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 1A 01 00 00 00",
+              "timestamp": 35105.634423
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 17 01 00 00 00",
+              "timestamp": 35105.661016
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 18 01 00 00 00",
+              "timestamp": 35105.68652
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35105.692065
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35105.692065
+          }
+        },
+        "captured_at": "2026-08-01T17:17:50.683023Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:17:50.762718Z",
+      "duration_ms": 70498
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:17:50.762772Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801171750-2f0f2f",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 19 01 00 00 00",
+            "timestamp": 35106.475011
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 1A 01 00 00 00",
+            "timestamp": 35106.500476
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 17 01 00 00 00",
+            "timestamp": 35106.526322
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 18 01 00 00 00",
+            "timestamp": 35106.552849
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35106.558466
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35106.558466
+        }
+      },
+      "captured_at": "2026-08-01T17:17:51.549417Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:17:51.636183Z",
+    "duration_ms": 873
+  },
+  "finished_at": "2026-08-01T17:17:51.636217Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_preflight_firmware_restore.json b/artifacts/hil/seat_frontend_hil_20260802_preflight_firmware_restore.json
new file mode 100644
index 0000000..bc537ea
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_preflight_firmware_restore.json
@@ -0,0 +1,363 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T16:40:47.172484Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801164047",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-OFF",
+      "group": "thermal",
+      "utterance": "关闭副驾座椅加热",
+      "started_at": "2026-08-01T16:40:47.172525Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801164047-8cddb4",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 0,
+            "motor_selector": 2,
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+          "task_state": 0,
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+          }
+        },
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+          }
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+        "feedback_frame": {
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+        }
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+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 32899.267388
+        }
+      },
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+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T16:41:04.424088Z",
+    "duration_ms": 854
+  },
+  "finished_at": "2026-08-01T16:41:04.424118Z",
+  "summary": {
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+    "passed": 2,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 2,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_post_cleanup.json b/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_post_cleanup.json
new file mode 100644
index 0000000..56427a0
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_post_cleanup.json
@@ -0,0 +1,250 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:32:24.627065Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801173224",
+  "runtime": {
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+    "firmware_profiles": [
+      "combined"
+    ]
+  },
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+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "started_at": "2026-08-01T17:32:24.627106Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173224-cedf76",
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+      "physical_state": {
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+            "motor_selector": 0,
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+            "feedback_frame": {
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+              "data_hex": "00 26 18 30 01 00 00 00",
+              "timestamp": 36047.100786
+            }
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+              "data_hex": "01 26 18 31 01 00 00 00",
+              "timestamp": 36047.126273
+            }
+          },
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+            "motor_selector": 2,
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+            }
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+            }
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+          }
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+        },
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+        "missing": []
+      },
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+      "duration_ms": 67605
+    }
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+    "status": "passed",
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+    "request_id": "req-20260801173332-3d22e2",
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+            "data_hex": "00 26 18 30 01 00 00 00",
+            "timestamp": 36047.928676
+          }
+        },
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+          "motion_state": "stopped",
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+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
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+            "payload_size": 8,
+            "data_hex": "01 26 18 31 01 00 00 00",
+            "timestamp": 36047.954191
+          }
+        },
+        "backrest_recline": {
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+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 32 01 00 00 00",
+            "timestamp": 36047.980699
+          }
+        },
+        "legrest_height": {
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+          "position_valid": true,
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+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
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+            "data_hex": "03 26 18 33 01 00 00 00",
+            "timestamp": 36048.006522
+          }
+        }
+      },
+      "ventilation": {
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+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36048.013163
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 36048.013163
+        }
+      },
+      "captured_at": "2026-08-01T17:33:32.986103Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:33:33.067889Z",
+    "duration_ms": 836
+  },
+  "finished_at": "2026-08-01T17:33:33.067920Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_precondition_zero.json b/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_precondition_zero.json
new file mode 100644
index 0000000..ae2dcfd
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_timeout_fix_precondition_zero.json
@@ -0,0 +1,250 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:26:35.994926Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801172635",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "started_at": "2026-08-01T17:26:35.994963Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801172635-cf368d",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 23 01 00 00 00",
+              "timestamp": 35698.280073
+            }
+          },
+          "legrest_height": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 24 01 00 00 00",
+              "timestamp": 35698.306668
+            }
+          },
+          "longitudinal": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 21 01 00 00 00",
+              "timestamp": 35698.332116
+            }
+          },
+          "cushion_tilt": {
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+            "position_valid": true,
+            "motion_state": "stopped",
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+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 22 01 00 00 00",
+              "timestamp": 35698.357889
+            }
+          }
+        },
+        "ventilation": {
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+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35698.36569
+          }
+        },
+        "heating": {
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+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35698.36569
+          }
+        },
+        "captured_at": "2026-08-01T17:27:43.345246Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:27:43.418173Z",
+      "duration_ms": 67423
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:27:43.418231Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801172743-1f95ae",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 23 01 00 00 00",
+            "timestamp": 35699.098847
+          }
+        },
+        "legrest_height": {
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+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 24 01 00 00 00",
+            "timestamp": 35699.124304
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 21 01 00 00 00",
+            "timestamp": 35699.150901
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 22 01 00 00 00",
+            "timestamp": 35699.176715
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35699.184476
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35699.184476
+        }
+      },
+      "captured_at": "2026-08-01T17:27:44.164137Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:27:44.276096Z",
+    "duration_ms": 858
+  },
+  "finished_at": "2026-08-01T17:27:44.276129Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_user_requested_run3.json b/artifacts/hil/seat_frontend_hil_20260802_user_requested_run3.json
new file mode 100644
index 0000000..29fdf7d
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_user_requested_run3.json
@@ -0,0 +1,3888 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:08:24.094417Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801170824",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-1",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T17:08:24.094455Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801170824-e7d4bb",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 BE 00 B5 24 00",
+              "timestamp": 34539.795347
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 BB 00 10 27 00",
+              "timestamp": 34539.821216
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 BC 00 10 27 00",
+              "timestamp": 34539.847532
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 BD 00 A7 1F 00",
+              "timestamp": 34539.873425
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 34539.883598
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 1,
+          "feedback_value": 2,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 34539.883598
+          }
+        },
+        "captured_at": "2026-08-01T17:08:24.885701Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:08:24.956845Z",
+      "duration_ms": 862
+    },
+    {
+      "id": "THERM-H-2",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到2档",
+      "started_at": "2026-08-01T17:08:24.956905Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801170824-332e47",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 BB 00 10 27 00",
+              "timestamp": 34540.653512
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 BC 00 10 27 00",
+              "timestamp": 34540.679443
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 BD 00 A7 1F 00",
+              "timestamp": 34540.705312
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 BE 00 B5 24 00",
+              "timestamp": 34540.73161
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "19 00 00 00 00 00 00 00",
+            "timestamp": 34540.739551
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 2,
+          "feedback_value": 3,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "19 00 00 00 00 00 00 00",
+            "timestamp": 34540.739551
+          }
+        },
+        "captured_at": "2026-08-01T17:08:25.741555Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:08:25.827429Z",
+      "duration_ms": 871
+    },
+    {
+      "id": "THERM-H-3",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到3档",
+      "started_at": "2026-08-01T17:08:25.827487Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801170825-75b032",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 BC 00 10 27 00",
+              "timestamp": 34541.540791
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 BD 00 A7 1F 00",
+              "timestamp": 34541.566677
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 BE 00 B5 24 00",
+              "timestamp": 34541.59369
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 BB 00 10 27 00",
+              "timestamp": 34541.619559
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "21 00 00 00 00 00 00 00",
+            "timestamp": 34541.627552
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 3,
+          "feedback_value": 4,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "21 00 00 00 00 00 00 00",
+            "timestamp": 34541.627552
+          }
+        },
+        "captured_at": "2026-08-01T17:08:26.629455Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:08:26.705777Z",
+      "duration_ms": 878
+    },
+    {
+      "id": "THERM-H-OFF",
+      "group": "thermal",
+      "utterance": "关闭副驾座椅加热",
+      "started_at": "2026-08-01T17:08:26.705835Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801170826-c54cd3",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 BC 00 10 27 00",
+              "timestamp": 34542.387103
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 BD 00 A7 1F 00",
+              "timestamp": 34542.41287
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 BE 00 B5 24 00",
+              "timestamp": 34542.439124
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 BB 00 10 27 00",
+              "timestamp": 34542.464931
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34542.472838
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34542.472838
+          }
+        },
+        "captured_at": "2026-08-01T17:08:27.474790Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:08:27.558193Z",
+      "duration_ms": 852
+    },
+    {
+      "id": "THERM-V-1",
+      "group": "thermal",
+      "utterance": "副驾座椅通风开到1档",
+      "started_at": "2026-08-01T17:08:27.558249Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801170827-b5bc45",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 BC 00 10 27 00",
+              "timestamp": 34543.216748
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 BD 00 A7 1F 00",
+              "timestamp": 34543.242971
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 BE 00 B5 24 00",
+              "timestamp": 34543.268807
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 BB 00 10 27 00",
+              "timestamp": 34543.295796
+            }
+          }
+        },
+        "ventilation": {
+          "state": "on",
+          "level": 1,
+          "feedback_value": 2,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "0A 00 00 00 00 00 00 00",
+            "timestamp": 34543.302553
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "0A 00 00 00 00 00 00 00",
+            "timestamp": 34543.302553
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+        "electric_beach_chair"
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+      "physical_state": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 5981,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 0B 01 5D 17 00",
+              "timestamp": 34965.675011
+            }
+          },
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+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 08 01 10 27 00",
+              "timestamp": 34965.70144
+            }
+          },
+          "cushion_tilt": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 09 01 00 00 00",
+              "timestamp": 34965.727424
+            }
+          },
+          "backrest_recline": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 28 0A 01 10 27 00",
+              "timestamp": 34965.753391
+            }
+          }
+        },
+        "ventilation": {
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+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34965.762482
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34965.762482
+          }
+        },
+        "captured_at": "2026-08-01T17:15:30.756318Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:15:30.836468Z",
+      "duration_ms": 56899
+    },
+    {
+      "id": "MODE-NAP",
+      "group": "mode",
+      "utterance": "副驾执行小憩模式",
+      "started_at": "2026-08-01T17:15:30.836547Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801171530-f5eb43",
+      "matched_modes": [
+        "nap"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 10 01 B5 24 00",
+              "timestamp": 34991.839546
+            }
+          },
+          "longitudinal": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 0D 01 10 27 00",
+              "timestamp": 34991.865654
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 0E 01 10 27 00",
+              "timestamp": 34991.891761
+            }
+          },
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 0F 01 A7 1F 00",
+              "timestamp": 34991.918295
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34991.927382
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34991.927382
+          }
+        },
+        "captured_at": "2026-08-01T17:15:56.920610Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:15:57.005919Z",
+      "duration_ms": 26169
+    },
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "副驾执行零重力模式",
+      "started_at": "2026-08-01T17:15:57.005998Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801171557-3eb462",
+      "matched_modes": [
+        "zero_gravity"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 15 01 B5 24 00",
+              "timestamp": 34998.626016
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 12 01 10 27 00",
+              "timestamp": 34998.652171
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 13 01 10 27 00",
+              "timestamp": 34998.678282
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 14 01 A7 1F 00",
+              "timestamp": 34998.703658
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34998.712781
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 34998.712781
+          }
+        },
+        "captured_at": "2026-08-01T17:16:03.705893Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:16:03.835252Z",
+      "duration_ms": 6829
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:16:03.835320Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801171603-9ad0a8",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 14 01 A7 1F 00",
+            "timestamp": 34999.513815
+          }
+        },
+        "legrest_height": {
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+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 15 01 B5 24 00",
+            "timestamp": 34999.539906
+          }
+        },
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 12 01 10 27 00",
+            "timestamp": 34999.566
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 13 01 10 27 00",
+            "timestamp": 34999.592133
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 34999.601708
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 34999.601708
+        }
+      },
+      "captured_at": "2026-08-01T17:16:04.594818Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:16:04.678143Z",
+    "duration_ms": 843
+  },
+  "finished_at": "2026-08-01T17:16:04.678184Z",
+  "summary": {
+    "total": 33,
+    "passed": 33,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 33,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_user_retest_run2.json b/artifacts/hil/seat_frontend_hil_20260802_user_retest_run2.json
new file mode 100644
index 0000000..655d639
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_user_retest_run2.json
@@ -0,0 +1,3888 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T16:58:40.725101Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801165840",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-1",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T16:58:40.725141Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801165840-28be33",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 66 00 00 00 00",
+              "timestamp": 33956.407861
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 67 00 00 00 00",
+              "timestamp": 33956.434758
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 64 00 00 00 00",
+              "timestamp": 33956.459254
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 65 00 00 00 00",
+              "timestamp": 33956.485917
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 33956.492602
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 1,
+          "feedback_value": 2,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 33956.492602
+          }
+        },
+        "captured_at": "2026-08-01T16:58:41.506031Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:58:41.593525Z",
+      "duration_ms": 868
+    },
+    {
+      "id": "THERM-H-2",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到2档",
+      "started_at": "2026-08-01T16:58:41.593579Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801165841-1818ca",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 67 00 00 00 00",
+              "timestamp": 33957.275065
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 64 00 00 00 00",
+              "timestamp": 33957.301682
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 65 00 00 00 00",
+              "timestamp": 33957.327241
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 66 00 00 00 00",
+              "timestamp": 33957.353047
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "19 00 00 00 00 00 00 00",
+            "timestamp": 33957.361982
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 2,
+          "feedback_value": 3,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "19 00 00 00 00 00 00 00",
+            "timestamp": 33957.361982
+          }
+        },
+        "captured_at": "2026-08-01T16:58:42.375305Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T16:58:42.458664Z",
+      "duration_ms": 865
+    },
+    {
+      "id": "THERM-H-3",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到3档",
+      "started_at": "2026-08-01T16:58:42.458718Z",
+      "status": "passed",
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+            "data_hex": "01 26 28 BC 00 10 27 00",
+            "timestamp": 34391.273537
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 34391.282664
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 34391.282664
+        }
+      },
+      "captured_at": "2026-08-01T17:05:56.287538Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:05:56.356721Z",
+    "duration_ms": 845
+  },
+  "finished_at": "2026-08-01T17:05:56.356757Z",
+  "summary": {
+    "total": 33,
+    "passed": 33,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 33,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_20260802_zero_gravity_timeout_fix.json b/artifacts/hil/seat_frontend_hil_20260802_zero_gravity_timeout_fix.json
new file mode 100644
index 0000000..d73058f
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_20260802_zero_gravity_timeout_fix.json
@@ -0,0 +1,252 @@
+{
+  "suite": "t2g-seat-frontend-full-hil",
+  "started_at": "2026-08-01T17:32:02.775803Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801173202",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MODE-ZERO-GRAVITY",
+      "group": "mode",
+      "utterance": "打开零重力模式",
+      "started_at": "2026-08-01T17:32:02.775839Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801173202-68d1da",
+      "matched_modes": [
+        "zero_gravity"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 2C 01 10 27 00",
+              "timestamp": 35964.438236
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 2D 01 A7 1F 00",
+              "timestamp": 35964.464297
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 2E 01 B5 24 00",
+              "timestamp": 35964.490843
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 2B 01 10 27 00",
+              "timestamp": 35964.51698
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35964.526089
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 35964.526089
+          }
+        },
+        "captured_at": "2026-08-01T17:32:09.500643Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T17:32:09.582995Z",
+      "duration_ms": 6807
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T17:32:09.583051Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801173209-29898b",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 2B 01 10 27 00",
+            "timestamp": 35965.246437
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 2C 01 10 27 00",
+            "timestamp": 35965.27405
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 2D 01 A7 1F 00",
+            "timestamp": 35965.3002
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 2E 01 B5 24 00",
+            "timestamp": 35965.326337
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35965.334306
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 35965.334306
+        }
+      },
+      "captured_at": "2026-08-01T17:32:10.308851Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T17:32:10.379863Z",
+    "duration_ms": 797
+  },
+  "finished_at": "2026-08-01T17:32:10.379894Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_cleanup.json b/artifacts/hil/seat_frontend_hil_cleanup.json
new file mode 100644
index 0000000..0d1431f
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_cleanup.json
@@ -0,0 +1,250 @@
+{
+  "suite": "t2g-seat-frontend-comprehensive-hil",
+  "started_at": "2026-08-01T18:19:38.370275Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801181938",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-ALL-ZERO",
+      "group": "motion",
+      "utterance": "把副驾水平、坐盆、靠背、腿托四轴归零",
+      "started_at": "2026-08-01T18:19:38.370320Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801181938-22b770",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 2A 01 00 00 00",
+              "timestamp": 38880.446998
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 2B 01 00 00 00",
+              "timestamp": 38880.472823
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 28 01 00 00 00",
+              "timestamp": 38880.498667
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 29 01 00 00 00",
+              "timestamp": 38880.524482
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 38880.532693
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 38880.532693
+          }
+        },
+        "captured_at": "2026-08-01T18:20:45.450814Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:20:45.533084Z",
+      "duration_ms": 67163
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风，并把水平、坐盆、靠背、腿托四轴归零",
+    "started_at": "2026-08-01T18:20:45.533139Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801182045-0ea6d9",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 30 01 00 00 00",
+            "timestamp": 38903.567521
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 2D 01 00 00 00",
+            "timestamp": 38903.593343
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 2E 01 00 00 00",
+            "timestamp": 38903.619184
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 2F 01 00 00 00",
+            "timestamp": 38903.646408
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 38903.653213
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 38903.653213
+        }
+      },
+      "captured_at": "2026-08-01T18:21:08.570962Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T18:21:08.651237Z",
+    "duration_ms": 23118
+  },
+  "finished_at": "2026-08-01T18:21:08.651275Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_frontend_hil_latest.json b/artifacts/hil/seat_frontend_hil_latest.json
new file mode 100644
index 0000000..33bf456
--- /dev/null
+++ b/artifacts/hil/seat_frontend_hil_latest.json
@@ -0,0 +1,14719 @@
+{
+  "suite": "t2g-seat-frontend-comprehensive-hil",
+  "started_at": "2026-08-01T18:03:13.048608Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801180313",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "THERM-H-LOW-NUMERIC",
+      "group": "thermal",
+      "utterance": "副驾座椅加热开到1档",
+      "started_at": "2026-08-01T18:03:13.048648Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801180313-2b8d9a",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 18 6D 01 00 00 00",
+              "timestamp": 37828.834093
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 18 6E 01 00 00 00",
+              "timestamp": 37828.86012
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 18 6F 01 00 00 00",
+              "timestamp": 37828.887604
+            }
+          },
+          "longitudinal": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 18 6C 01 00 00 00",
+              "timestamp": 37828.913615
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 37828.921562
+          }
+        },
+        "heating": {
+          "state": "on",
+          "level": 1,
+          "feedback_value": 2,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "11 00 00 00 00 00 00 00",
+            "timestamp": 37828.921562
+          }
+        },
+        "captured_at": "2026-08-01T18:03:13.860092Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:03:13.946164Z",
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+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:18:32.677354Z",
+      "duration_ms": 744
+    },
+    {
+      "id": "SAFE-MULTIPLE-MODES",
+      "group": "safety",
+      "utterance": "进入办公模式和零重力模式",
+      "started_at": "2026-08-01T18:18:32.677411Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801181833-75e6a1",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:18:33.467353Z",
+      "duration_ms": 790
+    },
+    {
+      "id": "SAFE-LEGREST-EXTENSION",
+      "group": "safety",
+      "utterance": "把副驾腿托伸长到50%",
+      "started_at": "2026-08-01T18:18:33.467424Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801181833-6d5479",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:18:34.266012Z",
+      "duration_ms": 799
+    },
+    {
+      "id": "SAFE-VAGUE",
+      "group": "safety",
+      "utterance": "把座椅调舒服一点",
+      "started_at": "2026-08-01T18:18:34.266070Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801181834-51398c",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 81,
+          "cushion_tilt": 100,
+          "legrest_height": 94,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:18:35.030667Z",
+      "duration_ms": 765
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风",
+    "started_at": "2026-08-01T18:18:35.030723Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801181835-27db4c",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "longitudinal": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 28 23 01 10 27 00",
+            "timestamp": 38750.767321
+          }
+        },
+        "cushion_tilt": {
+          "position_pct": 100,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 10000,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 28 24 01 10 27 00",
+            "timestamp": 38750.79349
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 81,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 8103,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 08 25 01 A7 1F 00",
+            "timestamp": 38750.82009
+          }
+        },
+        "legrest_height": {
+          "position_pct": 94,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 9397,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 08 26 01 B5 24 00",
+            "timestamp": 38750.845099
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 38750.855392
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 38750.855392
+        }
+      },
+      "captured_at": "2026-08-01T18:18:35.776166Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T18:18:35.870387Z",
+    "duration_ms": 840
+  },
+  "finished_at": "2026-08-01T18:18:35.870429Z",
+  "summary": {
+    "total": 138,
+    "passed": 138,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 138,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_relative_motion_regression.json b/artifacts/hil/seat_relative_motion_regression.json
new file mode 100644
index 0000000..1f1610b
--- /dev/null
+++ b/artifacts/hil/seat_relative_motion_regression.json
@@ -0,0 +1,1827 @@
+{
+  "suite": "t2g-seat-frontend-comprehensive-hil",
+  "started_at": "2026-08-01T18:55:51.859382Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801185551",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MOTION-M0-REARMOST",
+      "group": "motion",
+      "utterance": "副驾驶座椅移动到最后面",
+      "started_at": "2026-08-01T18:55:51.859423Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185551-e3b1b4",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 01 00 00 00 00",
+              "timestamp": 41003.319
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 01 00 00 00 00",
+              "timestamp": 41003.344167
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 02 00 10 27 00",
+              "timestamp": 41003.370792
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 18 01 00 00 00 00",
+              "timestamp": 41003.397098
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41003.406341
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41003.406341
+          }
+        },
+        "captured_at": "2026-08-01T18:56:08.283480Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:56:08.365287Z",
+      "duration_ms": 16506
+    },
+    {
+      "id": "MOTION-M0-RELATIVE-FORWARD",
+      "group": "motion",
+      "utterance": "副驾滑轨向前移动10%",
+      "started_at": "2026-08-01T18:56:08.365359Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185608-597d1c",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 03 00 00 00 00",
+              "timestamp": 41005.875054
+            }
+          },
+          "longitudinal": {
+            "position_pct": 90,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 8998,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 08 04 00 26 23 00",
+              "timestamp": 41005.900223
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 18 03 00 00 00 00",
+              "timestamp": 41005.926546
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 03 00 00 00 00",
+              "timestamp": 41005.952874
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41005.963521
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41005.963521
+          }
+        },
+        "captured_at": "2026-08-01T18:56:10.840600Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:56:10.918119Z",
+      "duration_ms": 2553
+    },
+    {
+      "id": "MOTION-M0-RELATIVE-BACKWARD",
+      "group": "motion",
+      "utterance": "座椅前后向后移动10%",
+      "started_at": "2026-08-01T18:56:10.918192Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185610-0bcd93",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 05 00 00 00 00",
+              "timestamp": 41008.262515
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 05 00 00 00 00",
+              "timestamp": 41008.288794
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 06 00 10 27 00",
+              "timestamp": 41008.315132
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 18 05 00 00 00 00",
+              "timestamp": 41008.340261
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41008.34836
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41008.34836
+          }
+        },
+        "captured_at": "2026-08-01T18:56:13.225386Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:56:13.305401Z",
+      "duration_ms": 2387
+    },
+    {
+      "id": "MOTION-M1-60-PAN",
+      "group": "motion",
+      "utterance": "副驾坐盆调到60%",
+      "started_at": "2026-08-01T18:56:13.305460Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185613-a45d47",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 18 07 00 00 00 00",
+              "timestamp": 41014.117064
+            }
+          },
+          "legrest_height": {
+            "position_pct": 0,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 3,
+            "value_x100": 0,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 30 18 07 00 00 00 00",
+              "timestamp": 41014.142329
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 07 00 10 27 00",
+              "timestamp": 41014.169109
+            }
+          },
+          "cushion_tilt": {
+            "position_pct": 60,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 5989,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 08 08 00 65 17 00",
+              "timestamp": 41014.194414
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41014.205961
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41014.205961
+          }
+        },
+        "captured_at": "2026-08-01T18:56:19.082848Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
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+              "data_hex": "02 26 08 16 00 F0 13 00",
+              "timestamp": 41051.517798
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+            "position_valid": true,
+            "motion_state": "stopped",
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+              "data_hex": "03 30 18 15 00 00 00 00",
+              "timestamp": 41051.544271
+            }
+          }
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+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41051.554716
+          }
+        },
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+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41051.554716
+          }
+        },
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+        "source": "physical_can",
+        "target": {
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+          "instance": "passenger"
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+        "missing": []
+      },
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+      "duration_ms": 4807
+    },
+    {
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+      "utterance": "副驾腿托抬到145度",
+      "started_at": "2026-08-01T18:56:56.502992Z",
+      "status": "passed",
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+      "request_id": "req-20260801185656-e83150",
+      "matched_modes": [],
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+            "motor_selector": 3,
+            "value_x100": 6893,
+            "feedback_frame": {
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+              "payload_size": 8,
+              "data_hex": "03 26 08 18 00 ED 1A 00",
+              "timestamp": 41062.506287
+            }
+          },
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+            "position_valid": true,
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+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 17 00 10 27 00",
+              "timestamp": 41062.531656
+            }
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+            "position_valid": true,
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+            "motor_selector": 1,
+            "value_x100": 5989,
+            "feedback_frame": {
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+              "payload_size": 8,
+              "data_hex": "01 30 08 17 00 65 17 00",
+              "timestamp": 41062.55825
+            }
+          },
+          "backrest_recline": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 5104,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 08 17 00 F0 13 00",
+              "timestamp": 41062.584073
+            }
+          }
+        },
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+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41062.594504
+          }
+        },
+        "heating": {
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+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41062.594504
+          }
+        },
+        "captured_at": "2026-08-01T18:57:07.470496Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:57:07.554773Z",
+      "duration_ms": 11052
+    },
+    {
+      "id": "MOTION-M3-RELATIVE-DOWN",
+      "group": "motion",
+      "utterance": "脚托往下调10度",
+      "started_at": "2026-08-01T18:57:07.554839Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185707-99882f",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 60,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 5989,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 08 19 00 65 17 00",
+              "timestamp": 41065.28971
+            }
+          },
+          "backrest_recline": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 5104,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 08 19 00 F0 13 00",
+              "timestamp": 41065.3163
+            }
+          },
+          "legrest_height": {
+            "position_pct": 55,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 5487,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 1A 00 6F 15 00",
+              "timestamp": 41065.341663
+            }
+          },
+          "longitudinal": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 19 00 10 27 00",
+              "timestamp": 41065.367523
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41065.377944
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41065.377944
+          }
+        },
+        "captured_at": "2026-08-01T18:57:10.253896Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:57:10.336590Z",
+      "duration_ms": 2782
+    },
+    {
+      "id": "MOTION-M3-RELATIVE-UP",
+      "group": "motion",
+      "utterance": "腿托向上抬十度",
+      "started_at": "2026-08-01T18:57:10.336647Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185710-fd8cc5",
+      "matched_modes": [],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "backrest_recline": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 2,
+            "value_x100": 5104,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 30 08 1B 00 F0 13 00",
+              "timestamp": 41068.130471
+            }
+          },
+          "legrest_height": {
+            "position_pct": 69,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 6893,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 1C 00 ED 1A 00",
+              "timestamp": 41068.155957
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 30 28 1B 00 10 27 00",
+              "timestamp": 41068.18173
+            }
+          },
+          "cushion_tilt": {
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+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 0,
+            "motor_result": 3,
+            "motor_selector": 1,
+            "value_x100": 5989,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 30 08 1B 00 65 17 00",
+              "timestamp": 41068.20835
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41068.219949
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 41068.219949
+          }
+        },
+        "captured_at": "2026-08-01T18:57:13.095860Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:57:13.181872Z",
+      "duration_ms": 2845
+    },
+    {
+      "id": "SAFE-RELATIVE-OVERFLOW",
+      "group": "safety",
+      "utterance": "靠背向前移动200度",
+      "started_at": "2026-08-01T18:57:13.181932Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185713-d2d59a",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:57:13.940563Z",
+      "duration_ms": 759
+    },
+    {
+      "id": "SAFE-RELATIVE-WRONG-UNIT",
+      "group": "safety",
+      "utterance": "坐垫向前移动10度",
+      "started_at": "2026-08-01T18:57:13.940615Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185714-ddc0f5",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:57:14.760124Z",
+      "duration_ms": 820
+    },
+    {
+      "id": "SAFE-RELATIVE-MISSING-AXIS",
+      "group": "safety",
+      "utterance": "向前移动10度",
+      "started_at": "2026-08-01T18:57:14.760207Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801185715-0bbbec",
+      "physical_state_before": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "physical_state_after": {
+        "source": "physical_can",
+        "complete": true,
+        "heating": 0,
+        "ventilation": 0,
+        "position": {
+          "backrest_recline": 51,
+          "cushion_tilt": 60,
+          "legrest_height": 69,
+          "longitudinal": 100
+        }
+      },
+      "finished_at": "2026-08-01T18:57:15.503247Z",
+      "duration_ms": 743
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风，并把水平、坐盆、靠背、腿托四轴归零",
+    "started_at": "2026-08-01T18:57:15.503288Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801185715-c258f7",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 1F 00 00 00 00",
+            "timestamp": 41127.219847
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 20 00 00 00 00",
+            "timestamp": 41127.245678
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 21 00 00 00 00",
+            "timestamp": 41127.271534
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 1E 00 00 00 00",
+            "timestamp": 41127.297631
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 41127.305524
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 41127.305524
+        }
+      },
+      "captured_at": "2026-08-01T18:58:12.180377Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T18:58:12.254970Z",
+    "duration_ms": 56752
+  },
+  "finished_at": "2026-08-01T18:58:12.255010Z",
+  "summary": {
+    "total": 17,
+    "passed": 17,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 17,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/artifacts/hil/seat_zero_gravity_regression.json b/artifacts/hil/seat_zero_gravity_regression.json
new file mode 100644
index 0000000..e40a6e4
--- /dev/null
+++ b/artifacts/hil/seat_zero_gravity_regression.json
@@ -0,0 +1,252 @@
+{
+  "suite": "t2g-seat-frontend-comprehensive-hil",
+  "started_at": "2026-08-01T18:23:33.171605Z",
+  "base_url": "http://127.0.0.1:8000",
+  "vehicle_id": "denza_n7",
+  "conversation_id": "conv-hil-full-20260801182333",
+  "runtime": {
+    "hardware_execution_allowed": true,
+    "firmware_profiles": [
+      "combined"
+    ]
+  },
+  "results": [
+    {
+      "id": "MODE-ZERO-GRAVITY-OPEN",
+      "group": "mode",
+      "utterance": "打开零重力模式",
+      "started_at": "2026-08-01T18:23:33.171647Z",
+      "status": "passed",
+      "errors": [],
+      "http_status": 201,
+      "request_id": "req-20260801182333-ad87f6",
+      "matched_modes": [
+        "zero_gravity"
+      ],
+      "state_http_status": 200,
+      "physical_state": {
+        "position": {
+          "cushion_tilt": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 1,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "01 26 28 33 01 10 27 00",
+              "timestamp": 39114.700574
+            }
+          },
+          "backrest_recline": {
+            "position_pct": 81,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 2,
+            "value_x100": 8103,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "02 26 08 34 01 A7 1F 00",
+              "timestamp": 39114.725999
+            }
+          },
+          "legrest_height": {
+            "position_pct": 94,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 3,
+            "value_x100": 9397,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "03 26 08 35 01 B5 24 00",
+              "timestamp": 39114.754159
+            }
+          },
+          "longitudinal": {
+            "position_pct": 100,
+            "position_valid": true,
+            "motion_state": "stopped",
+            "fault": false,
+            "task_state": 6,
+            "motor_result": 2,
+            "motor_selector": 0,
+            "value_x100": 10000,
+            "feedback_frame": {
+              "frame_id": "0x302",
+              "payload_size": 8,
+              "data_hex": "00 26 28 32 01 10 27 00",
+              "timestamp": 39114.780784
+            }
+          }
+        },
+        "ventilation": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 39114.790091
+          }
+        },
+        "heating": {
+          "state": "off",
+          "level": 0,
+          "feedback_value": 1,
+          "feedback_frame": {
+            "frame_id": "0x4FA",
+            "payload_size": 8,
+            "data_hex": "09 00 00 00 00 00 00 00",
+            "timestamp": 39114.790091
+          }
+        },
+        "captured_at": "2026-08-01T18:24:39.703780Z",
+        "source": "physical_can",
+        "target": {
+          "device": "seat",
+          "zone": "front_right",
+          "instance": "passenger"
+        },
+        "complete": true,
+        "missing": []
+      },
+      "finished_at": "2026-08-01T18:24:39.790515Z",
+      "duration_ms": 66619
+    }
+  ],
+  "final_state": {
+    "id": "FINAL-THERMAL-OFF",
+    "group": "cleanup",
+    "utterance": "关闭副驾座椅加热和通风，并把水平、坐盆、靠背、腿托四轴归零",
+    "started_at": "2026-08-01T18:24:39.790569Z",
+    "status": "passed",
+    "errors": [],
+    "http_status": 201,
+    "request_id": "req-20260801182439-328aa0",
+    "matched_modes": [],
+    "state_http_status": 200,
+    "physical_state": {
+      "position": {
+        "cushion_tilt": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 1,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "01 26 18 38 01 00 00 00",
+            "timestamp": 39185.409902
+          }
+        },
+        "backrest_recline": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 2,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "02 26 18 39 01 00 00 00",
+            "timestamp": 39185.435684
+          }
+        },
+        "legrest_height": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 3,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "03 26 18 3A 01 00 00 00",
+            "timestamp": 39185.461565
+          }
+        },
+        "longitudinal": {
+          "position_pct": 0,
+          "position_valid": true,
+          "motion_state": "stopped",
+          "fault": false,
+          "task_state": 6,
+          "motor_result": 2,
+          "motor_selector": 0,
+          "value_x100": 0,
+          "feedback_frame": {
+            "frame_id": "0x302",
+            "payload_size": 8,
+            "data_hex": "00 26 18 37 01 00 00 00",
+            "timestamp": 39185.487663
+          }
+        }
+      },
+      "ventilation": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 39185.496704
+        }
+      },
+      "heating": {
+        "state": "off",
+        "level": 0,
+        "feedback_value": 1,
+        "feedback_frame": {
+          "frame_id": "0x4FA",
+          "payload_size": 8,
+          "data_hex": "09 00 00 00 00 00 00 00",
+          "timestamp": 39185.496704
+        }
+      },
+      "captured_at": "2026-08-01T18:25:50.408971Z",
+      "source": "physical_can",
+      "target": {
+        "device": "seat",
+        "zone": "front_right",
+        "instance": "passenger"
+      },
+      "complete": true,
+      "missing": []
+    },
+    "finished_at": "2026-08-01T18:25:50.490639Z",
+    "duration_ms": 70700
+  },
+  "finished_at": "2026-08-01T18:25:50.490676Z",
+  "summary": {
+    "total": 1,
+    "passed": 1,
+    "failed": 0,
+    "safety_blocked": 0,
+    "executed": 1,
+    "final_state_passed": true
+  }
+}
\ No newline at end of file
diff --git a/config/environments/t2g_cabin_bench.example.yaml b/config/environments/t2g_cabin_bench.example.yaml
new file mode 100644
index 0000000..261941e
--- /dev/null
+++ b/config/environments/t2g_cabin_bench.example.yaml
@@ -0,0 +1,37 @@
+environment: t2g_cabin_bench
+platform: t2g_cabin_bench
+execution:
+  mode: hil
+  hardware_enabled_env: COGNITIVE_AGENT_HARDWARE_EXECUTION_ENABLED
+  approval_token_required_env: COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN_REQUIRED
+  approval_token_env: COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN
+  seat_firmware_probe_timeout_ms: 3500
+can_adapter:
+  backend: zlgcan
+  device: USBCANFD-200U
+  device_type: 41
+  device_index: 0
+  ownership: one_bridge_process_opens_device_once
+buses:
+  seat_can:
+    channel_env: COGNITIVE_AGENT_SEAT_CAN_CHANNEL
+    default_channel: 0
+    frame_format: classic_can_11_bit
+    bitrate: 500000
+    termination_enabled_env: COGNITIVE_AGENT_SEAT_CAN_TERMINATION_ENABLED
+    termination_enabled_default: true
+  body_can:
+    enabled_env: COGNITIVE_AGENT_VEHICLE_CAN_ENABLED
+    channel_env: COGNITIVE_AGENT_VEHICLE_CAN_CHANNEL
+    default_channel: 1
+    frame_format: can_fd_11_bit
+    arbitration_bitrate: 500000
+    data_bitrate: 2000000
+    iso: true
+    bitrate_switch: true
+    termination_enabled_env: COGNITIVE_AGENT_VEHICLE_CAN_TERMINATION_ENABLED
+    termination_enabled_default: false
+safety:
+  channels_must_be_distinct: true
+  raw_can_passthrough: false
+  feedback_timeout_ms_env: COGNITIVE_AGENT_VEHICLE_CAN_FEEDBACK_TIMEOUT_MS
diff --git a/config/environments/t2g_seat_bench.example.yaml b/config/environments/t2g_seat_bench.example.yaml
index 77170e3..ca6fd73 100755
--- a/config/environments/t2g_seat_bench.example.yaml
+++ b/config/environments/t2g_seat_bench.example.yaml
@@ -20,7 +20,7 @@ firmware:
   topology: one_board_unified_seat_controller
   repository_project: firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.ewp
   repository_vendor_dependencies: [firmware/t2g/common, firmware/t2g/tviibh8m]
-  verification: passive_301_302_303_304_305_4FA_and_max_hall
+  verification: passive_301_302_303_304_305_306_4FA_revision_7_and_max_hall
   expected_max_hall: [480, 374, 917, 647]
   auto_flash_enabled_env: COGNITIVE_AGENT_SEAT_AUTO_FLASH_ENABLED
   auto_flash_default_when_hardware_enabled: true
diff --git a/config/modes/vehicles/denza_n7/dynamic_cradle.yaml b/config/modes/vehicles/denza_n7/dynamic_cradle.yaml
new file mode 100644
index 0000000..606ea79
--- /dev/null
+++ b/config/modes/vehicles/denza_n7/dynamic_cradle.yaml
@@ -0,0 +1,82 @@
+id: dynamic_cradle
+name: 动态摇篮模式
+aliases:
+  - 动态摇篮
+  - 摇篮模式
+  - cradle
+  - dynamic cradle
+description: >-
+  腾势 N7 固件原生位置闭环动态模式。Step 1先进入起始姿态；Step 2四轴同步启动并
+  以目标会合方式到达向前收拢姿态；Step 3四轴同步启动并会合返回起点，随后持续循环。
+icon: waves
+scope:
+  vehicle_ids:
+    - denza_n7
+timeline:
+  repeat: until_stopped_or_timeout
+  max_runtime_ms: 600000
+  entry:
+    id: step1
+    name: 起始位置
+    transition: all_targets_reached
+    timeout_ms: 30000
+    targets:
+      longitudinal: {value: 172, unit: mm, hall_pulse: 391}
+      cushion_tilt: {value: 37.5, unit: percent, hall_pulse: 140}
+      backrest_recline: {value: 30, unit: degree_from_upright, hall_pulse: 405}
+      legrest_height: {value: 45, unit: degree, hall_pulse: 404}
+  phases:
+    - id: forward
+      name: Step 2 向前收拢
+      completion: all_targets_reached
+      timeout_ms: 30000
+      transition: synchronized_target_rendezvous
+      targets:
+        longitudinal: {value: 110, unit: mm, hall_pulse: 246}
+        cushion_tilt: {value: 75, unit: percent, hall_pulse: 281}
+        backrest_recline: {value: 52, unit: degree_from_upright, hall_pulse: 701}
+        legrest_height: {value: 55, unit: degree, hall_pulse: 494}
+      effects:
+        body_motion: {metaphor: cradle_rise, easing: smooth}
+      motion:
+        synchronized_start: true
+        synchronized_arrival: true
+        continuous_four_axis_cruise: true
+        cruise_duty_percent:
+          longitudinal: 50
+          cushion_tilt: 50
+          backrest_recline: 90
+          legrest_height: 50
+        final_approach_hall_pulses: 12
+        final_duty_percent: 50
+    - id: return
+      name: Step 3 向后回复
+      completion: all_targets_reached
+      timeout_ms: 30000
+      transition: synchronized_target_rendezvous
+      targets:
+        longitudinal: {value: 172, unit: mm, hall_pulse: 391}
+        cushion_tilt: {value: 37.5, unit: percent, hall_pulse: 140}
+        backrest_recline: {value: 30, unit: degree_from_upright, hall_pulse: 405}
+        legrest_height: {value: 45, unit: degree, hall_pulse: 404}
+      effects:
+        body_motion: {metaphor: cradle_sink, easing: smooth}
+      motion:
+        synchronized_start: true
+        synchronized_arrival: true
+        continuous_four_axis_cruise: true
+        cruise_duty_percent:
+          longitudinal: 50
+          cushion_tilt: 50
+          backrest_recline: 90
+          legrest_height: 50
+        final_approach_hall_pulses: 12
+        final_duty_percent: 50
+operations:
+  - domain: seat
+    capability: seat.start_dynamic_mode
+    target_scope: passenger
+    operation: set
+    parameters:
+      mode_id: 2
+    reason: 启动 IAR revision 13 四轴全程联动位置闭环动态摇篮，循环至停止指令或十分钟上限。
diff --git a/config/modes/vehicles/denza_n7/rocking_horse.yaml b/config/modes/vehicles/denza_n7/rocking_horse.yaml
new file mode 100644
index 0000000..800243d
--- /dev/null
+++ b/config/modes/vehicles/denza_n7/rocking_horse.yaml
@@ -0,0 +1,103 @@
+id: rocking_horse
+name: 木马模式
+aliases:
+  - 木马模式
+  - 木马
+  - 摇摇马
+  - 骑木马
+  - rocking horse
+description: >-
+  腾势 N7 固件原生动态模式。座椅围绕中间姿态连续向前俯摆、向后仰摆，
+  坐盆使用增强上下行程，四电机在每个半周期同步启动并以位置会合方式到达，
+  形成可感知升降、无屏息、无末段追赶的木马节奏。
+icon: waves
+scope:
+  vehicle_ids:
+    - denza_n7
+seat_tuning:
+  coordinate_space: hall_pulse
+  firmware_header: firmware/t2g/Seat_Controller_demo/Config/seat_dynamic_mode_config.h
+  calibrated_max_hall: [480, 374, 917, 647]
+  actual_bench_max_hall: [499, 374, 917, 647]
+  experience_tuning:
+    cushion_peak_to_peak_hall_pulses: 120
+    cushion_peak_to_peak_vertical_mm: 18.0
+    cushion_amplitude_gain_vs_revision_11: 2.0
+    diagonal_coupling_compensation:
+      cushion_opposing_horizontal_mm: 16.4
+      longitudinal_peak_to_peak_hall_pulses: 100
+      longitudinal_peak_to_peak_mm: 44.8
+      estimated_net_horizontal_mm: 28.4
+  customization_rules:
+    - 所有目标必须位于对应轴已标定 Hall 量程内
+    - 前后端点应围绕中心姿态分布，避免接近机械端点
+    - 四轴占空比不得低于台架已验证的可靠起动值
+    - 修改本文件后必须同步修改固件配置头并重新执行 IAR/HIL
+timeline:
+  repeat: until_stopped_or_timeout
+  max_runtime_ms: 600000
+  entry:
+    id: center
+    name: 木马中心姿态
+    transition: all_targets_reached
+    timeout_ms: 30000
+    targets:
+      longitudinal: {value: 143, unit: mm, hall_pulse: 320}
+      cushion_tilt: {value: 50.8, unit: percent, hall_pulse: 190}
+      backrest_recline: {value: 37.1, unit: degree_from_upright, hall_pulse: 500}
+      legrest_height: {value: 47.9, unit: degree, hall_pulse: 430}
+  phases:
+    - id: rock_forward
+      name: 向前俯摆
+      completion: all_targets_reached
+      timeout_ms: 15000
+      transition: synchronized_target_rendezvous
+      targets:
+        longitudinal: {value: 121, unit: mm, hall_pulse: 270}
+        cushion_tilt: {value: 66.8, unit: percent, hall_pulse: 250}
+        backrest_recline: {value: 34.1, unit: degree_from_upright, hall_pulse: 460}
+        legrest_height: {value: 44.5, unit: degree, hall_pulse: 400}
+      effects:
+        body_motion: {metaphor: rocking_horse_nose_down, easing: smooth}
+      motion:
+        synchronized_start: true
+        synchronized_arrival: true
+        continuous_four_axis_cruise: true
+        cruise_duty_percent:
+          longitudinal: 90
+          cushion_tilt: 90
+          backrest_recline: 90
+          legrest_height: 50
+        final_approach_hall_pulses: 8
+        final_duty_percent: 50
+    - id: rock_backward
+      name: 向后仰摆
+      completion: all_targets_reached
+      timeout_ms: 15000
+      transition: synchronized_target_rendezvous
+      targets:
+        longitudinal: {value: 166, unit: mm, hall_pulse: 370}
+        cushion_tilt: {value: 34.8, unit: percent, hall_pulse: 130}
+        backrest_recline: {value: 40.0, unit: degree_from_upright, hall_pulse: 540}
+        legrest_height: {value: 51.2, unit: degree, hall_pulse: 460}
+      effects:
+        body_motion: {metaphor: rocking_horse_nose_up, easing: smooth}
+      motion:
+        synchronized_start: true
+        synchronized_arrival: true
+        continuous_four_axis_cruise: true
+        cruise_duty_percent:
+          longitudinal: 90
+          cushion_tilt: 90
+          backrest_recline: 90
+          legrest_height: 50
+        final_approach_hall_pulses: 8
+        final_duty_percent: 50
+operations:
+  - domain: seat
+    capability: seat.start_dynamic_mode
+    target_scope: passenger
+    operation: set
+    parameters:
+      mode_id: 1
+    reason: 启动 IAR revision 13 带坐盆斜向耦合水平补偿的原生木马模式，循环至停止指令或十分钟上限。
diff --git a/config/native_can_capabilities/door.yaml b/config/native_can_capabilities/door.yaml
new file mode 100644
index 0000000..718ea55
--- /dev/null
+++ b/config/native_can_capabilities/door.yaml
@@ -0,0 +1,21 @@
+apiVersion: cognitive-agent/v1alpha1
+kind: CapabilityCatalog
+metadata:
+  id: door-native-can-capabilities
+  name: Door native CAN capabilities
+  version: 1.0.0
+spec:
+  domain: door
+  capabilities:
+    - name: door.set_rear_lock
+      description: Lock or unlock the second-row door lock through the verified vehicle CAN command.
+      target_devices: [rear_door_lock]
+      target_scopes: [rear]
+      parameters:
+        - name: state
+          type: string
+          required: true
+          allowed_values: [lock, unlock]
+          description: Absolute second-row lock request.
+      risk_level: medium
+      confirmation_policy: on_ambiguity
diff --git a/config/native_can_capabilities/interior_light.yaml b/config/native_can_capabilities/interior_light.yaml
new file mode 100644
index 0000000..d67b32e
--- /dev/null
+++ b/config/native_can_capabilities/interior_light.yaml
@@ -0,0 +1,35 @@
+apiVersion: cognitive-agent/v1alpha1
+kind: CapabilityCatalog
+metadata:
+  id: interior-light-native-can-capabilities
+  name: Interior light native CAN capabilities
+  version: 1.0.0
+spec:
+  domain: interior_light
+  capabilities:
+    - name: interior_light.set_indoor_power
+      description: Turn the general indoor light on or off through vehicle CAN.
+      target_devices: [indoor_light]
+      target_scopes: [vehicle]
+      parameters: &power_parameters
+        - name: state
+          type: string
+          required: true
+          allowed_values: ["on", "off"]
+          description: Absolute lamp power state.
+      risk_level: low
+      confirmation_policy: on_ambiguity
+    - name: interior_light.set_wall_power
+      description: Turn the wall lamp on or off through vehicle CAN.
+      target_devices: [wall_lamp]
+      target_scopes: [vehicle]
+      parameters: *power_parameters
+      risk_level: low
+      confirmation_policy: on_ambiguity
+    - name: interior_light.set_reading_power
+      description: Turn all or one supported reading-light zone on or off through vehicle CAN FD.
+      target_devices: [reading_light]
+      target_scopes: [all, front_left, front_right, middle_left, middle_right, middle_left_rotary, middle_right_rotary, rear_left, rear_right]
+      parameters: *power_parameters
+      risk_level: low
+      confirmation_policy: on_ambiguity
diff --git a/config/native_can_capabilities/outlet.yaml b/config/native_can_capabilities/outlet.yaml
new file mode 100644
index 0000000..4e3c5ee
--- /dev/null
+++ b/config/native_can_capabilities/outlet.yaml
@@ -0,0 +1,27 @@
+apiVersion: cognitive-agent/v1alpha1
+kind: CapabilityCatalog
+metadata:
+  id: outlet-native-can-capabilities
+  name: Air outlet native CAN capabilities
+  version: 1.0.0
+spec:
+  domain: outlet
+  capabilities:
+    - name: outlet.set_position_percent
+      description: Set both axes of one calibrated front air outlet using normalized percentages through vehicle CAN FD.
+      target_devices: [motorized_air_outlet]
+      target_scopes: [driver_left, driver_right, passenger_left, passenger_right]
+      parameters:
+        - {name: horizontal_pct, type: integer, unit: percent, minimum: 0, maximum: 100, required: true, description: Left-to-right target.}
+        - {name: vertical_pct, type: integer, unit: percent, minimum: 0, maximum: 100, required: true, description: Down-to-up target.}
+      risk_level: medium
+      confirmation_policy: on_ambiguity
+    - name: outlet.set_calibrated_position
+      description: Set both raw calibrated axes of one front air outlet.
+      target_devices: [motorized_air_outlet]
+      target_scopes: [driver_left, driver_right, passenger_left, passenger_right]
+      parameters:
+        - {name: horizontal_value, type: integer, minimum: -128, maximum: 126, required: true, description: Calibrated left-to-right coordinate.}
+        - {name: vertical_value, type: integer, minimum: -128, maximum: 126, required: true, description: Calibrated down-to-up coordinate.}
+      risk_level: medium
+      confirmation_policy: on_ambiguity
diff --git a/config/native_can_capabilities/window.yaml b/config/native_can_capabilities/window.yaml
new file mode 100644
index 0000000..f46f9d9
--- /dev/null
+++ b/config/native_can_capabilities/window.yaml
@@ -0,0 +1,35 @@
+apiVersion: cognitive-agent/v1alpha1
+kind: CapabilityCatalog
+metadata:
+  id: window-native-can-capabilities
+  name: Window native CAN capabilities
+  version: 1.0.0
+spec:
+  domain: window
+  capabilities:
+    - name: window.set_motion
+      description: Open, close, or stop one or more windows through vehicle CAN FD.
+      target_devices: [window]
+      target_scopes: [all, front, rear, front_left, front_right, rear_left, rear_right]
+      parameters:
+        - name: motion
+          type: string
+          required: true
+          allowed_values: [open, close, stop]
+          description: Explicit window motion command.
+      risk_level: high
+      confirmation_policy: on_ambiguity
+    - name: window.set_position
+      description: Set one window to an absolute opening percentage using position feedback and a stop command.
+      target_devices: [window]
+      target_scopes: [front_left, front_right, rear_left, rear_right]
+      parameters:
+        - name: position_pct
+          type: integer
+          unit: percent
+          minimum: 0
+          maximum: 100
+          required: true
+          description: Absolute window opening percentage.
+      risk_level: high
+      confirmation_policy: on_ambiguity
diff --git a/contracts/schemas/command-plan.schema.json b/contracts/schemas/command-plan.schema.json
index fb8ef22..f8d1f7c 100755
--- a/contracts/schemas/command-plan.schema.json
+++ b/contracts/schemas/command-plan.schema.json
@@ -66,6 +66,13 @@
                   "operator": {"type": "string", "enum": ["eq", "neq", "gte", "lte", "within"]},
                   "value": {"type": ["number", "integer", "boolean", "string"]},
                   "tolerance": {"type": "number", "minimum": 0},
+                  "state_signal": {"type": "string", "minLength": 1},
+                  "accepted_states": {
+                    "type": "array",
+                    "minItems": 1,
+                    "uniqueItems": true,
+                    "items": {"type": "integer", "minimum": 0, "maximum": 255}
+                  },
                   "timeout_ms": {"type": "integer", "minimum": 1, "maximum": 3600000}
                 }
               },
@@ -94,6 +101,13 @@
                       "operator": {"type": "string", "enum": ["eq", "neq", "gte", "lte", "within"]},
                       "value": {"type": ["number", "integer", "boolean", "string"]},
                       "tolerance": {"type": "number", "minimum": 0},
+                      "state_signal": {"type": "string", "minLength": 1},
+                      "accepted_states": {
+                        "type": "array",
+                        "minItems": 1,
+                        "uniqueItems": true,
+                        "items": {"type": "integer", "minimum": 0, "maximum": 255}
+                      },
                       "timeout_ms": {"type": "integer", "minimum": 1, "maximum": 3600000}
                     }
                   }
diff --git a/docs/workflows/t2g-cabin-dual-channel-can.md b/docs/workflows/t2g-cabin-dual-channel-can.md
new file mode 100644
index 0000000..e990c64
--- /dev/null
+++ b/docs/workflows/t2g-cabin-dual-channel-can.md
@@ -0,0 +1,53 @@
+# T2G 座椅与车身双通道 CAN 联动
+
+## 集成基线
+
+- 座椅控制沿用当前仓库的 IAR `Seat_Controller_demo` 协议与闭环回读。
+- 车身控制从 `https://git.kendeji.fun/dev-team/project-code` 的 `CAN_DEV` 分支导入，固定基线为提交 `6e7ed04a468dfcde7efda9e30bc15144bf02faf9`。
+- 不允许自然语言直接提供 CAN ID 或原始载荷；只有能力目录中命名、经过范围校验的动作可以编译到车身 CAN。
+
+## 适配器和通道
+
+一个 `USBCANFD-200U` 只由一个 32 位桥接进程打开一次，再向应用暴露两个通道视图：
+
+| 通道 | 用途 | 帧格式 | 仲裁速率 | 数据速率 |
+|---|---|---|---:|---:|
+| CH0 | T2G 副驾座椅控制器 | 11-bit Classic CAN | 500 kbit/s | — |
+| CH1 | 空调、车窗、门锁、灯光、遮阳帘和电动风口 | 11-bit ISO CAN FD；按报文选择 BRS | 500 kbit/s | 2 Mbit/s |
+
+车身通道使用 60 MHz CAN 时钟。仲裁段为 `tseg1=14, tseg2=3, sjw=2, smp=0, brp=5`，20 TQ、80% 采样点；数据段为 `tseg1=10, tseg2=2, sjw=2, smp=0, brp=1`，15 TQ、80% 采样点。ZLG 运行时使用驱动内置的 `500000`/`2000000`、80% 参数项，并显式选择 Normal、ISO CAN FD。
+
+## 服务端配置
+
+```powershell
+$env:COGNITIVE_AGENT_HARDWARE_EXECUTION_ENABLED = "true"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_ENABLED = "true"
+$env:COGNITIVE_AGENT_SEAT_CAN_BACKEND = "zlgcan"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_BACKEND = "zlgcan"
+$env:COGNITIVE_AGENT_SEAT_CAN_CHANNEL = "0"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_CHANNEL = "1"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_ARBITRATION_BITRATE = "500000"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_DATA_BITRATE = "2000000"
+$env:COGNITIVE_AGENT_SEAT_CAN_TERMINATION_ENABLED = "true"
+$env:COGNITIVE_AGENT_VEHICLE_CAN_TERMINATION_ENABLED = "false"
+$env:COGNITIVE_AGENT_SEAT_FIRMWARE_PROFILES = "combined"
+$env:COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN = "<bench-only-token>"
+```
+
+真实执行会拒绝以下情况：两个逻辑总线配置为同一通道、CAN FD 时序不等于已验证值、ZLG 32 位运行时缺失、座椅固件未通过被动签名检查、车身动作不在可信能力目录内，或需要反馈的车身指令未收到对应状态帧。
+
+## 一句话联动示例
+
+`副驾座椅通风3档，同时打开空调，温度设为24度，风量3档`
+
+该请求生成独立的 `seat` 与 `native_climate` FunctionConfig/CommandPlan。真实执行时，两组执行器在独立线程中使用 CH0/CH1 通道视图；底层桥接仍统一串行化 SDK 调用，并将长时间接收切成不超过 20 ms 的时间片，以便两个通道交替收发。
+
+## 验证要求
+
+1. 先运行 `zlgcan_bridge.py --self-test`，确认经典 CAN 与 CAN FD API 导出及 ABI 结构尺寸。
+2. 在 ZCANPRO 确认 CH0/CH1 接线、终端电阻和总线状态正常，然后关闭其在线通道，避免与服务争用设备。
+3. 用 dry-run 核对两份计划：座椅报文位于 `seat_can`，车身报文位于 `body_can`；空调控制 ID 为 `0x1DE`。
+4. 以 hardware 模式执行低风险联动句，要求座椅板端反馈成功，且车身通道观测到对应状态反馈（空调为 `0x404`）。仅发送成功而无状态帧不能记为通过。
+5. 验证完成后关闭座椅热舒适功能、发送座椅 `STOP_ALL`，并按测试前状态恢复车身设备。
+
+相关机器可读配置位于 `platforms/t2g_cabin_bench/` 与 `config/environments/t2g_cabin_bench.example.yaml`。
diff --git a/docs/workflows/t2g-seat-hardware-bench.md b/docs/workflows/t2g-seat-hardware-bench.md
index dd3cf51..b794d74 100755
--- a/docs/workflows/t2g-seat-hardware-bench.md
+++ b/docs/workflows/t2g-seat-hardware-bench.md
@@ -42,13 +42,13 @@ powershell -ExecutionPolicy Bypass -File .\tools\build_seat_firmware.ps1
 
 - 热管理命令：`0x29E/0x3CE`；档位反馈：`0x4FA`。
 - 移动命令：`0x300`；系统 ACK：`0x301`；归一化位置：`0x302`；Hall/量程：`0x303`。
-- 电流诊断：`0x304` 四轴轮询，`0x305` 通风/加热；这些值用于台架可见性，当前保守阈值不能替代外部限流或量产保护。
+- 电流诊断：`0x304` 四轴轮询，`0x305` 通风/加热；动态模式：`0x306` 以100 ms周期报告模式、阶段、循环和活动轴。这些诊断值用于台架可见性，当前保守阈值不能替代外部限流或量产保护。
 - Opcode 1 的 `ParamA` 为 1–10000 绝对位置；后端显式发送 30 s 超时覆盖值。
 - 前端目标 `0%`/“归零”不是普通绝对位置，而是 `HOME_KNOWN_RANGE (0x0B)`；只有收到 `COMPLETE/OK`、Near、Hall≤2 和 PositionValid 才算成功。
 - Opcode 3 的 `ParamA` 为持续时间，`ParamB` 为驱动等级×10（默认 90%）。
 - `STOP_ALL` 的专用 ACK 为 4；完成/故障 TaskState 分别为 6/7。
 
-新版固件把 `0x304/0x305` 用于电流诊断，不能继续发送旧版身份请求。后端在任何控制帧之前被动观察 `0x301–0x305`、`0x4FA`、四个 MotorID、固件 revision 6 和各轴标称 MaxHall（允许 5% 台架差异）；真实硬件执行启用后，未观察到完整签名会自动使用仓库内 IAR 镜像烧写，重新被动验证成功后继续原请求。烧写或复验失败时禁止发送座椅控制帧。
+新版固件把 `0x304/0x305` 用于电流诊断，并用`0x306`报告原生动态模式，不能继续发送旧版身份请求。后端在任何控制帧之前被动观察 `0x301–0x306`、`0x4FA`、四个 MotorID、固件 revision 13 和各轴标称 MaxHall（允许 5% 台架差异）；真实硬件执行启用后，未观察到完整签名会自动使用仓库内 IAR 镜像烧写，重新被动验证成功后继续原请求。烧写或复验失败时禁止发送座椅控制帧。
 
 ## 启用配置
 
@@ -99,6 +99,20 @@ COGNITIVE_AGENT_SEAT_HOME_TIMEOUT_S=120
 
 2026-08-01 长序列中记录到的 M0/M2 无 Hall、M1 高电流无 Hall 故障，后续确认由水平、坐盆和靠背 Hall 地线断开引起，并非软件标定或堵转阈值问题。2026-08-02 重新接好地线并用手工 HIL GUI 验证后，仓库 revision 6 自动烧写成功，四轴均从机械零位以 `PositionValid=1` 启动；自动前端 HIL 的 33 条热功能、单轴、四轴归零、组合和预设模式用例全部通过。因此测试清单中的临时 `safety_blocked` 已撤销。若以后再次出现同类现象，仍应以命令期间 `0x303` Hall 与 `0x304` 电流联合诊断，不能通过提高 Duty 或阈值掩盖线路故障。
 
+2026-08-03 revision 7加入`START_DYNAMIC_MODE(0x0E)`、`STOP_DYNAMIC_MODE(0x0F)`和`0x306`；revision 8验证了连续循环、循环中停止、堵转/无运动保护和ECU启动累计600 s自动停止的公共动态模式运行时。旧ModeID 1轨迹现已从固件、长期库和前端能力中移除，revision 11复用ModeID 1实现木马模式。
+
+2026-08-04 revision 8复测时，公共动态运行时曾单次连续运行600.024 s并自动返回全零IDLE且无FAULT；循环中`STOP_DYNAMIC`也通过。同期动态摇篮被实台M1坐盆轴的真实STALL阻断，独立单轴复测同样在Hall约169失速；后续已恢复机构运动并保留安全全停，未通过降低目标或屏蔽堵转保护改判。
+
+同日revision 9把摇篮改为位置闭环会合，不再使用固定30 s阶段。M1以`0x0B`从Hall 169连续回近端0且保持MaxHall=374后，Step 1→2实测17.329 s、启动/到位离散0.077/0.338 s；Step 2→3实测15.155 s、离散0.079/0.495 s；目标精确、CycleIndex进入1、下一轮四轴启动离散0.082 s、停止全零，PASS。证据见`artifacts/hil/dynamic_cradle_rev9_20260804.json`。Step 3和Step 1坐标相同，其边界是零位移原子换轮；可观测同步动作是紧随其后的下一轮Step 1→2四轴启动。
+
+同日revision 10移除revision 9中“M1先走10 Hall、等待其他轴预备到位后再单独追赶”的临时避让。正向/返回四轴从阶段开始即全程联动；水平/靠背达到约25%行程时，坐盆已分别完成44.0%/39.0%，启动离散0.070/0.050 s，到位离散0.342/0.339 s，下一轮启动离散0.051 s，无FAULT并可正常停止。证据见`artifacts/hil/dynamic_cradle_rev10_continuous_cruise_20260804.json`。
+
+同日revision 11移除旧ModeID 1轨迹并加入木马模式。入口为`[320,190,500,430]`，连续端点为前俯`[290,220,460,400]`与后仰`[350,160,540,460]`；稳态完整循环约9.0 s。实测两个稳态半周期四轴启动离散0.080/0.079 s、到位离散0.234/0.232 s；水平轴到25%时坐盆已达41.7%/36.7%，目标误差不超过1 Hall，自动续环与循环中停止均PASS。证据见`artifacts/hil/rocking_horse_rev11_20260804.json`。
+
+同日revision 12把木马坐盆端点由`220↔160`扩大为`250↔130` Hall，并把M1巡航占空比由50%提升为90%。峰峰上下行程由60增至120 Hall，折算垂直分量约由9 mm增至18 mm；稳态前俯/后仰启动离散0.054/0.081 s，到位离散0.389/0.182 s，水平轴到25%时坐盆已完成46.6%/35.8%，完整循环约9.2 s。目标误差不超过2 Hall、无FAULT、自动续环与停止全零均PASS。证据见`artifacts/hil/rocking_horse_rev12_cushion_amplitude_20260804.json`。
+
+同日revision 13加入坐盆斜向运动的水平前馈补偿：木马M0端点由`290↔350`扩大为`270↔370` Hall，峰峰行程100 Hall，巡航Duty由50%提升为90%。按台架M0 MaxHall=499换算水平峰峰行程约43.1 mm，扣除M1斜向行程估算的16.4 mm反向水平分量后，净水平摆幅约26.7 mm。稳态前俯/后仰启动离散0.077/0.052 s，到位离散0.337/0.182 s；巡航检查点四轴均持续推进，目标误差不超过1 Hall、无FAULT、自动续环与停止全零均PASS。证据见`artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json`。
+
 2026-08-02 时长/超量程规则完成后，扩充清单的真实回归结果为 161/161 通过、0 失败、0 `safety_blocked`，最终清理和独立物理复核均通过。报告位于 `artifacts/hil/seat_frontend_hil_20260802_full_timed_overflow.json`；复核时加热/通风为 0 档，M0/M1/M2/M3 均为 0%，全部 `Position_Valid=1`。
 
 2026-08-02 增加 GPT-5.6-sol 模糊意图与位置记忆同步后，完整回归为 162/162 通过；“前舱空间太挤了，把座椅调整到舒服的位置”明确记录 `provider_used=openai:gpt-5.6-sol`，物理目标为 M0/M1/M2/M3=`80/30/35/10%`。报告位于 `artifacts/hil/seat_frontend_hil_20260802_full_gpt56_position_sync.json`；最终独立复核仍为热管理关闭、四轴 0% 且全部 `Position_Valid=1`。
diff --git a/domains/climate/config/capabilities.yaml b/domains/climate/config/capabilities.yaml
index a6666b3..55089ec 100755
--- a/domains/climate/config/capabilities.yaml
+++ b/domains/climate/config/capabilities.yaml
@@ -71,14 +71,14 @@ spec:
       risk_level: low
       confirmation_policy: on_ambiguity
     - name: climate.set_outlet_mode
-      description: Direct a zone outlet toward the face or feet.
+      description: Select a whole-cabin vehicle CAN airflow mode; face and feet remain valid zone-level virtual controls.
       target_devices: [hvac]
-      target_scopes: [driver, passenger, rear_left, rear_right]
+      target_scopes: [driver, passenger, rear_left, rear_right, vehicle]
       parameters:
         - name: mode
           type: string
           required: true
-          allowed_values: [face, feet]
+          allowed_values: [face, face_feet, feet, feet_defrost, defrost, face_feet_defrost, face_defrost]
           description: Absolute outlet direction.
       risk_level: low
       confirmation_policy: on_ambiguity
@@ -94,3 +94,15 @@ spec:
           description: Absolute front defrost state.
       risk_level: medium
       confirmation_policy: on_ambiguity
+    - name: climate.set_control_mode
+      description: Select manual or automatic HVAC control through the verified vehicle CAN command.
+      target_devices: [hvac]
+      target_scopes: [vehicle]
+      parameters:
+        - name: mode
+          type: string
+          required: true
+          allowed_values: [manual, auto]
+          description: Absolute HVAC control strategy.
+      risk_level: low
+      confirmation_policy: on_ambiguity
diff --git a/domains/climate/schemas/function-parameters.schema.json b/domains/climate/schemas/function-parameters.schema.json
index 226e937..60c09d1 100755
--- a/domains/climate/schemas/function-parameters.schema.json
+++ b/domains/climate/schemas/function-parameters.schema.json
@@ -63,7 +63,30 @@
                     "type": "object",
                     "additionalProperties": false,
                     "required": ["mode"],
-                    "properties": {"mode": {"enum": ["face", "feet"]}}
+                    "properties": {
+                      "mode": {
+                        "enum": [
+                          "face",
+                          "face_feet",
+                          "feet",
+                          "feet_defrost",
+                          "defrost",
+                          "face_feet_defrost",
+                          "face_defrost"
+                        ]
+                      }
+                    }
+                  }
+                }
+              },
+              {
+                "properties": {
+                  "capability": {"const": "climate.set_control_mode"},
+                  "parameters": {
+                    "type": "object",
+                    "additionalProperties": false,
+                    "required": ["mode"],
+                    "properties": {"mode": {"enum": ["manual", "auto"]}}
                   }
                 }
               }
diff --git a/domains/roof/config/capabilities.yaml b/domains/roof/config/capabilities.yaml
index 1b62af4..c3e87d4 100755
--- a/domains/roof/config/capabilities.yaml
+++ b/domains/roof/config/capabilities.yaml
@@ -7,6 +7,18 @@ metadata:
 spec:
   domain: roof
   capabilities:
+    - name: roof.set_shade_motion
+      description: Open, close, half-open, or stop the panoramic roof shade through vehicle CAN.
+      target_devices: [roof_shade]
+      target_scopes: [vehicle]
+      parameters:
+        - name: motion
+          type: string
+          required: true
+          allowed_values: [open, close, half, stop]
+          description: Explicit shade motion command.
+      risk_level: high
+      confirmation_policy: on_ambiguity
     - name: roof.set_shade_position
       description: Set the rear panoramic roof shade to an absolute position, 0 closed and 100 open.
       target_devices: [roof_shade]
diff --git a/domains/roof/schemas/function-parameters.schema.json b/domains/roof/schemas/function-parameters.schema.json
index 6dd2bb1..c421996 100755
--- a/domains/roof/schemas/function-parameters.schema.json
+++ b/domains/roof/schemas/function-parameters.schema.json
@@ -23,6 +23,17 @@
                   }
                 }
               },
+              {
+                "properties": {
+                  "capability": {"const": "roof.set_shade_motion"},
+                  "parameters": {
+                    "type": "object",
+                    "additionalProperties": false,
+                    "required": ["motion"],
+                    "properties": {"motion": {"enum": ["open", "close", "half", "stop"]}}
+                  }
+                }
+              },
               {
                 "properties": {
                   "capability": {"const": "roof.set_transmittance"},
diff --git a/domains/seat/can/seat-motion-hardware-matrix.yaml b/domains/seat/can/seat-motion-hardware-matrix.yaml
index 8c56694..bd24215 100755
--- a/domains/seat/can/seat-motion-hardware-matrix.yaml
+++ b/domains/seat/can/seat-motion-hardware-matrix.yaml
@@ -89,6 +89,18 @@ messages:
       - {name: Current_Raw, start_bit: 16, bit_length: 16}
       - {name: Current_Baseline_Raw, start_bit: 32, bit_length: 16}
       - {name: Stall_Current_Delta_Threshold_Raw, start_bit: 48, bit_length: 16}
+  - name: T2G_Seat_Dynamic_Mode_Status_306
+    frame_id: 0x306
+    role: feedback
+    minimum_payload_bytes: 8
+    signals:
+      - {name: Dynamic_Mode_ID, start_bit: 0, bit_length: 8}
+      - {name: Dynamic_State, start_bit: 8, bit_length: 8}
+      - {name: Dynamic_Phase, start_bit: 16, bit_length: 8}
+      - {name: Dynamic_Active_Mask, start_bit: 24, bit_length: 4}
+      - {name: Dynamic_Fault_Mask, start_bit: 28, bit_length: 4}
+      - {name: Dynamic_Cycle_Index, start_bit: 32, bit_length: 16}
+      - {name: Dynamic_Phase_Elapsed_Ms, start_bit: 48, bit_length: 16}
   - name: T2G_Seat_Thermal_Current_Diagnostic_305
     frame_id: 0x305
     role: feedback
diff --git a/domains/seat/can/signal-mapping.hardware.yaml b/domains/seat/can/signal-mapping.hardware.yaml
index 90190ce..9dd0b34 100755
--- a/domains/seat/can/signal-mapping.hardware.yaml
+++ b/domains/seat/can/signal-mapping.hardware.yaml
@@ -3,7 +3,7 @@ kind: SignalMapping
 metadata:
   id: seat-t2g-bench-hardware-mapping
   name: Verified T2G seat bench mapping
-  version: 3.0.0
+  version: 3.1.0
   description: Front-passenger-only mapping implemented by the unified Seat_Controller_demo IAR firmware.
 spec:
   domain: seat
@@ -80,3 +80,23 @@ spec:
       feedback_signal: Value_X100
       calibration_ref: ../../../platforms/t2g_seat_bench/calibration/seat.yaml
       unit: percent
+    - capability: seat.start_dynamic_mode
+      parameter: mode_id
+      target_zone: front_right
+      physical_target_alias: t2g_primary_seat
+      compiler_handler: compile_t2g_dynamic_mode
+      bus: seat_can
+      message: T2G_Seat_Move_Command_300
+      signal: Param_A
+      feedback_message: T2G_Seat_Dynamic_Mode_Status_306
+      feedback_signal: Dynamic_Mode_ID
+      unit: enum
+    - capability: seat.stop_dynamic_mode
+      target_zone: front_right
+      physical_target_alias: t2g_primary_seat
+      compiler_handler: compile_t2g_dynamic_mode
+      bus: seat_can
+      message: T2G_Seat_Move_Command_300
+      feedback_message: T2G_Seat_Dynamic_Mode_Status_306
+      feedback_signal: Dynamic_State
+      unit: enum
diff --git a/domains/seat/config/capabilities.yaml b/domains/seat/config/capabilities.yaml
index 48a2de8..3f7d862 100755
--- a/domains/seat/config/capabilities.yaml
+++ b/domains/seat/config/capabilities.yaml
@@ -3,7 +3,7 @@ kind: CapabilityCatalog
 metadata:
   id: seat-capabilities
   name: Seat capabilities
-  version: 1.3.0
+  version: 1.4.0
 spec:
   domain: seat
   capabilities:
@@ -27,11 +27,13 @@ spec:
         - name: level
           type: integer
           required: false
-          description: Desired 1-3 comfort level; simulated until a level command signal is supplied.
+          description: Desired 1-5 comfort level; levels 4-5 require the vehicle native-CAN backend.
           allowed_values:
             - 1
             - 2
             - 3
+            - 4
+            - 5
       risk_level: medium
       confirmation_policy: on_ambiguity
     - name: seat.set_heating
@@ -53,11 +55,13 @@ spec:
         - name: level
           type: integer
           required: false
-          description: Desired 1-3 comfort level; simulated until a level command signal is supplied.
+          description: Desired 1-5 comfort level; levels 4-5 require the vehicle native-CAN backend.
           allowed_values:
             - 1
             - 2
             - 3
+            - 4
+            - 5
       risk_level: medium
       confirmation_policy: on_ambiguity
     - name: seat.set_longitudinal_position
@@ -198,6 +202,38 @@ spec:
           description: Absolute normalized leg-rest extension target.
       risk_level: high
       confirmation_policy: on_ambiguity
+    - name: seat.start_dynamic_mode
+      description: >-
+        Start a firmware-owned cyclic four-axis trajectory on the front-passenger seat.
+        Mode 1 is the short-travel rocking-horse pitch cycle; mode 2 is the long-travel
+        dynamic cradle. Both use four-axis target rendezvous, repeat until explicitly
+        stopped, and stop automatically when the firmware-enforced ten-minute runtime
+        limit expires. A target phase faults safely if it cannot finish within its limit.
+      target_devices:
+        - seat_motion_controller
+      target_scopes:
+        - passenger
+      parameters:
+        - name: mode_id
+          type: integer
+          required: true
+          description: Native dynamic mode identifier implemented by Seat_Controller_demo.
+          allowed_values:
+            - 1
+            - 2
+      risk_level: high
+      confirmation_policy: on_ambiguity
+    - name: seat.stop_dynamic_mode
+      description: >-
+        Stop whichever firmware-owned dynamic trajectory is currently running on the
+        front-passenger seat. Use for natural-language stop, close, cancel, or end requests.
+      target_devices:
+        - seat_motion_controller
+      target_scopes:
+        - passenger
+      parameters: []
+      risk_level: low
+      confirmation_policy: never
     - name: seat.save_posture_preset
       description: >-
         Save the current five-axis posture of the front-passenger seat as a conversation-owned named preset.
diff --git a/domains/seat/schemas/function-parameters.schema.json b/domains/seat/schemas/function-parameters.schema.json
index 76dc051..5a343d1 100755
--- a/domains/seat/schemas/function-parameters.schema.json
+++ b/domains/seat/schemas/function-parameters.schema.json
@@ -22,7 +22,7 @@
                     "required": ["state"],
                     "properties": {
                       "state": {"type": "string", "enum": ["on", "off"]},
-                      "level": {"type": "integer", "minimum": 1, "maximum": 3}
+                      "level": {"type": "integer", "minimum": 1, "maximum": 5}
                     }
                   }
                 }
@@ -37,7 +37,7 @@
                     "required": ["state"],
                     "properties": {
                       "state": {"type": "string", "enum": ["on", "off"]},
-                      "level": {"type": "integer", "minimum": 1, "maximum": 3}
+                      "level": {"type": "integer", "minimum": 1, "maximum": 5}
                     }
                   }
                 }
@@ -65,6 +65,31 @@
                     }
                   }
                 }
+              },
+              {
+                "type": "object",
+                "properties": {
+                  "capability": {"const": "seat.start_dynamic_mode"},
+                  "parameters": {
+                    "type": "object",
+                    "additionalProperties": false,
+                    "required": ["mode_id"],
+                    "properties": {
+                      "mode_id": {"type": "integer", "enum": [1, 2]}
+                    }
+                  }
+                }
+              },
+              {
+                "type": "object",
+                "properties": {
+                  "capability": {"const": "seat.stop_dynamic_mode"},
+                  "parameters": {
+                    "type": "object",
+                    "additionalProperties": false,
+                    "maxProperties": 0
+                  }
+                }
               }
             ]
           }
diff --git a/domains/seat/src/seat_domain/compiler.py b/domains/seat/src/seat_domain/compiler.py
index 84dcc53..29e4d6c 100755
--- a/domains/seat/src/seat_domain/compiler.py
+++ b/domains/seat/src/seat_domain/compiler.py
@@ -24,7 +24,7 @@ MOTION_STATUS_MESSAGES = {
 
 
 class SeatCompiler:
-    version = "1.1.0"
+    version = "1.2.0"
 
     def __init__(self, mapping_path: Path):
         self.mapping = yaml.safe_load(mapping_path.read_text(encoding="utf-8"))
@@ -42,6 +42,49 @@ class SeatCompiler:
         motion_index = 0
 
         for operation in function_config["spec"]["operations"]:
+            if operation["capability"] == "seat.start_dynamic_mode":
+                mode_id = int(operation["parameters"]["mode_id"])
+                if mode_id not in {1, 2}:
+                    raise ValueError("dynamic seat mode_id must be 1 or 2")
+                motion_commands.append(
+                    {
+                        "id": f"dynamic_{operation['id']}",
+                        "operation_ref": operation["id"],
+                        "bus": "seat_can",
+                        "message": "Seat_Dynamic_Mode_Virtual",
+                        "signals": {"Dynamic_Mode_ID": mode_id},
+                        "send_offset_ms": motion_index * 50,
+                        "completion": {
+                            "message": "Seat_Dynamic_Mode_Status_Virtual",
+                            "signal": "Dynamic_Mode_ID",
+                            "operator": "eq",
+                            "value": mode_id,
+                            "timeout_ms": int(operation.get("timeout_ms", 5000)),
+                        },
+                    }
+                )
+                motion_index += 1
+                continue
+            if operation["capability"] == "seat.stop_dynamic_mode":
+                motion_commands.append(
+                    {
+                        "id": f"dynamic_stop_{operation['id']}",
+                        "operation_ref": operation["id"],
+                        "bus": "seat_can",
+                        "message": "Seat_Dynamic_Mode_Stop_Virtual",
+                        "signals": {"Dynamic_State": 0},
+                        "send_offset_ms": motion_index * 50,
+                        "completion": {
+                            "message": "Seat_Dynamic_Mode_Status_Virtual",
+                            "signal": "Dynamic_State",
+                            "operator": "eq",
+                            "value": 0,
+                            "timeout_ms": int(operation.get("timeout_ms", 5000)),
+                        },
+                    }
+                )
+                motion_index += 1
+                continue
             mapping = self._mapping_for(operation["capability"], operation["target"]["zone"])
             handler = mapping["compiler_handler"]
             if handler == "compile_binary_control":
diff --git a/domains/seat/src/seat_domain/executor.py b/domains/seat/src/seat_domain/executor.py
index 8fd7505..c7161b7 100755
--- a/domains/seat/src/seat_domain/executor.py
+++ b/domains/seat/src/seat_domain/executor.py
@@ -58,6 +58,15 @@ class VirtualSeatExecutor:
             operations = [operation_by_id[item] for item in operation_ids]
             if command["message"] == "Seat_Thermal_Control_42A":
                 results.extend(self._execute_thermal(command, operations))
+            elif command["message"] in {
+                "Seat_Dynamic_Mode_Virtual",
+                "Seat_Dynamic_Mode_Stop_Virtual",
+            }:
+                if len(operations) != 1:
+                    raise ValueError(
+                        "A dynamic-mode command must reference exactly one operation"
+                    )
+                results.append(self._execute_dynamic_mode(command, operations[0]))
             else:
                 if len(operations) != 1:
                     raise ValueError("A motion command must reference exactly one operation")
@@ -134,6 +143,62 @@ class VirtualSeatExecutor:
             )
         return results
 
+    @staticmethod
+    def _execute_dynamic_mode(
+        command: dict[str, Any], operation: dict[str, Any]
+    ) -> dict[str, Any]:
+        if operation["capability"] == "seat.stop_dynamic_mode":
+            return {
+                "ref": operation["id"],
+                "domain": "seat",
+                "status": "succeeded",
+                "message": "虚拟控制器已停止动态座椅模式",
+                "telemetry": {
+                    "dynamic_mode_id": 0,
+                    "dynamic_mode_name": "",
+                    "dynamic_state": "idle",
+                    "repeat": "none",
+                    "max_runtime_ms": 600_000,
+                    "command_frame": {
+                        "frame_id": "virtual",
+                        "data_hex": "dynamic-stop",
+                    },
+                    "feedback_frame": {
+                        "frame_id": "virtual",
+                        "data_hex": "dynamic-idle",
+                    },
+                    "simulated": True,
+                },
+            }
+        mode_id = int(operation["parameters"]["mode_id"])
+        cycle_ms = None
+        mode_name = "木马模式" if mode_id == 1 else "动态摇篮模式"
+        return {
+            "ref": operation["id"],
+            "domain": "seat",
+            "status": "succeeded",
+            "message": (
+                f"虚拟控制器已启动{mode_name}，持续循环至停止指令或十分钟上限"
+            ),
+            "telemetry": {
+                "dynamic_mode_id": mode_id,
+                "dynamic_mode_name": mode_name,
+                "dynamic_state": "running",
+                "repeat": "until_stopped_or_timeout",
+                "max_runtime_ms": 600_000,
+                "cycle_duration_ms": cycle_ms,
+                "command_frame": {
+                    "frame_id": "virtual",
+                    "data_hex": f"dynamic-mode-{mode_id}",
+                },
+                "feedback_frame": {
+                    "frame_id": "virtual",
+                    "data_hex": f"dynamic-running-{mode_id}",
+                },
+                "simulated": True,
+            },
+        }
+
     def _execute_motion(
         self,
         command: dict[str, Any],
diff --git a/domains/seat/src/seat_domain/generator.py b/domains/seat/src/seat_domain/generator.py
index d67e875..d52ca63 100755
--- a/domains/seat/src/seat_domain/generator.py
+++ b/domains/seat/src/seat_domain/generator.py
@@ -20,6 +20,9 @@ MOTION_CAPABILITIES = {
     "legrest_height": "seat.set_legrest_height",
     "legrest_extension": "seat.set_legrest_extension",
 }
+DYNAMIC_MODE_CAPABILITY = "seat.start_dynamic_mode"
+DYNAMIC_MODE_STOP_CAPABILITY = "seat.stop_dynamic_mode"
+DYNAMIC_MODE_MAX_RUNTIME_MS = 600_000
 
 
 def _now() -> str:
@@ -31,6 +34,36 @@ def build_intent_ir(
 ) -> dict[str, Any]:
     requests = []
     for action in parsed["actions"]:
+        if action.get("action_type") == "dynamic_mode_stop":
+            requests.append(
+                {
+                    "domain": "seat",
+                    "goal": f"Stop the active dynamic seat mode on {action['target']}",
+                    "target": TARGETS[action["target"]],
+                    "parameters": {"capability": DYNAMIC_MODE_STOP_CAPABILITY},
+                    "source_span": utterance,
+                }
+            )
+            continue
+        if action.get("action_type") == "dynamic_mode":
+            requests.append(
+                {
+                    "domain": "seat",
+                    "goal": (
+                        f"Start bounded cyclic dynamic seat mode {action['mode_name']} "
+                        f"on {action['target']}"
+                    ),
+                    "target": TARGETS[action["target"]],
+                    "parameters": {
+                        "capability": DYNAMIC_MODE_CAPABILITY,
+                        "mode_id": action["mode_id"],
+                        "repeat": "until_stopped_or_timeout",
+                        "max_runtime_ms": DYNAMIC_MODE_MAX_RUNTIME_MS,
+                    },
+                    "source_span": utterance,
+                }
+            )
+            continue
         if action.get("action_type") == "position":
             parameters = {
                 "axis": action["axis"],
@@ -158,6 +191,42 @@ def build_function_config(
         "The supplied matrix is partial; this configuration is eligible for virtual execution only."
     ]
     for index, action in enumerate(parsed["actions"], start=1):
+        if action.get("action_type") == "dynamic_mode_stop":
+            operation_id = f"{action['target']}_dynamic_mode_stop"
+            operations.append(
+                {
+                    "id": operation_id,
+                    "capability": DYNAMIC_MODE_STOP_CAPABILITY,
+                    "target": TARGETS[action["target"]],
+                    "parameters": {},
+                    "timeout_ms": 5000,
+                    "failure_policy": "abort",
+                }
+            )
+            assumptions.append(
+                f"Operation {operation_id} stops the firmware-owned loop and "
+                "requires 0x306 to return IDLE."
+            )
+            continue
+        if action.get("action_type") == "dynamic_mode":
+            operation_id = f"{action['target']}_dynamic_mode_{action['mode_id']}"
+            operations.append(
+                {
+                    "id": operation_id,
+                    "capability": DYNAMIC_MODE_CAPABILITY,
+                    "target": TARGETS[action["target"]],
+                    "parameters": {"mode_id": int(action["mode_id"])},
+                    "timeout_ms": 5000,
+                    "failure_policy": "abort",
+                }
+            )
+            assumptions.append(
+                f"Operation {operation_id} starts a firmware-owned cyclic loop with "
+                f"a {DYNAMIC_MODE_MAX_RUNTIME_MS} ms safety cap; "
+                "completion means that the controller acknowledged the mode and "
+                "reported it through 0x306, not that the loop terminated."
+            )
+            continue
         if action.get("action_type") == "position":
             operation_id = (
                 f"{action['target']}_{action['axis']}_{action['position_pct']}pct"
diff --git a/domains/seat/src/seat_domain/hardware_compiler.py b/domains/seat/src/seat_domain/hardware_compiler.py
index 2bb0ef0..318f9cd 100755
--- a/domains/seat/src/seat_domain/hardware_compiler.py
+++ b/domains/seat/src/seat_domain/hardware_compiler.py
@@ -16,7 +16,7 @@ STATE_VALUES = {"on": 1, "off": 2}
 class T2GSeatCompiler:
     """Deterministic compiler for the HIL-verified T2G seat bench protocol."""
 
-    version = "2.0.0"
+    version = "2.1.0"
 
     def __init__(self, mapping_path: Path, calibration_path: Path):
         self.mapping = yaml.safe_load(mapping_path.read_text(encoding="utf-8"))
@@ -41,13 +41,29 @@ class T2GSeatCompiler:
             for item in operations
             if item["capability"] in {"seat.set_ventilation", "seat.set_heating"}
         ]
-        motion_operations = [item for item in operations if item not in thermal_operations]
+        dynamic_operations = [
+            item
+            for item in operations
+            if item["capability"] in {
+                "seat.start_dynamic_mode",
+                "seat.stop_dynamic_mode",
+            }
+        ]
+        motion_operations = [
+            item
+            for item in operations
+            if item not in thermal_operations and item not in dynamic_operations
+        ]
         commands: list[dict[str, Any]] = []
 
         if thermal_operations:
             commands.extend(
                 self._compile_thermal(thermal_operations, actuator_state or {})
             )
+        if dynamic_operations:
+            commands.extend(
+                self._compile_dynamic_mode(dynamic_operations, len(commands))
+            )
         commands.extend(self._compile_motion(motion_operations, len(commands)))
 
         canonical = json.dumps(
@@ -257,6 +273,55 @@ class T2GSeatCompiler:
             commands.append(command)
         return commands
 
+    def _compile_dynamic_mode(
+        self,
+        operations: list[dict[str, Any]],
+        command_offset: int,
+    ) -> list[dict[str, Any]]:
+        if len(operations) != 1:
+            raise ValueError("one command may start or stop only one dynamic seat mode")
+        operation = operations[0]
+        self._require_supported(operation)
+        stopping = operation["capability"] == "seat.stop_dynamic_mode"
+        mode_id = 0 if stopping else int(operation["parameters"]["mode_id"])
+        if not stopping and mode_id not in {1, 2}:
+            raise ValueError("T2G dynamic mode_id must be 1 or 2")
+        return [
+            {
+                "id": f"t2g_dynamic_{operation['id']}",
+                "operation_ref": operation["id"],
+                "bus": "seat_can",
+                "message": "T2G_Seat_Move_Command_300",
+                "signals": {
+                    "Direction": 0,
+                    "Motor_Selector": 0,
+                    "Opcode": int(
+                        self.protocol[
+                            "stop_dynamic_mode_opcode"
+                            if stopping
+                            else "start_dynamic_mode_opcode"
+                        ]
+                    ),
+                    "Param_A": mode_id,
+                    "Param_B": 0,
+                    "Protocol_Version": int(self.protocol["version"]),
+                    "Sequence": 0,
+                },
+                "send_offset_ms": (
+                    command_offset * int(self.protocol["inter_axis_settle_ms"])
+                ),
+                "completion": {
+                    "message": "T2G_Seat_Dynamic_Mode_Status_306",
+                    "signal": "Dynamic_State" if stopping else "Dynamic_Mode_ID",
+                    "operator": "eq",
+                    "value": 0 if stopping else mode_id,
+                    "state_signal": "Dynamic_State",
+                    "accepted_states": [0] if stopping else [1, 2],
+                    "timeout_ms": max(int(operation.get("timeout_ms", 0)), 5000),
+                },
+            }
+        ]
+
     def _compile_timed_motion(
         self,
         operation: dict[str, Any],
diff --git a/domains/seat/src/seat_domain/hardware_executor.py b/domains/seat/src/seat_domain/hardware_executor.py
index 51b8b99..2ecde57 100755
--- a/domains/seat/src/seat_domain/hardware_executor.py
+++ b/domains/seat/src/seat_domain/hardware_executor.py
@@ -156,7 +156,11 @@ class HardwareSeatExecutor:
         }
         results: list[dict[str, Any]] = []
         commands = command_plan["spec"]["commands"]
-        has_motion = any(item["message"] == "T2G_Seat_Move_Command_300" for item in commands)
+        has_motion = any(
+            item["message"] == "T2G_Seat_Move_Command_300"
+            and int(item.get("signals", {}).get("Opcode", 0)) not in {0x09, 0x0F}
+            for item in commands
+        )
         bus: CanBus | None = None
         motion_armed = False
         position_sync_required = False
@@ -249,7 +253,12 @@ class HardwareSeatExecutor:
                     elif command["message"] == "T2G_Seat_Thermal_Control_29E":
                         results.extend(self._execute_thermal(bus, command, referenced))
                     elif command["message"] == "T2G_Seat_Move_Command_300":
-                        results.extend(self._execute_motion(bus, command, referenced))
+                        if int(command["signals"]["Opcode"]) in {0x0E, 0x0F}:
+                            results.extend(
+                                self._execute_dynamic_mode(bus, command, referenced)
+                            )
+                        else:
+                            results.extend(self._execute_motion(bus, command, referenced))
                     else:
                         raise HardwareExecutionError(
                             f"hardware executor refuses unknown message {command['message']}"
@@ -697,6 +706,94 @@ class HardwareSeatExecutor:
             )
         return output
 
+    def _execute_dynamic_mode(
+        self,
+        bus: CanBus,
+        command: dict[str, Any],
+        operations: list[dict[str, Any]],
+    ) -> list[dict[str, Any]]:
+        if len(operations) != 1:
+            raise HardwareExecutionError(
+                "a T2G dynamic-mode frame must reference exactly one operation"
+            )
+        operation = operations[0]
+        stopping = operation["capability"] == "seat.stop_dynamic_mode"
+        mode_id = 0 if stopping else int(operation["parameters"]["mode_id"])
+        if not stopping and mode_id not in {1, 2}:
+            raise HardwareExecutionError("T2G dynamic mode_id must be 1 or 2")
+
+        signals = dict(command["signals"])
+        sequence = self._next_sequence()
+        signals["Sequence"] = sequence
+        command_frame = self._send_encoded(bus, command["message"], signals)
+        ack_values, ack_frame = self._wait_ack(
+            bus, sequence, 0x0F if stopping else 0x0E
+        )
+
+        completion = command["completion"]
+
+        def matches(values: dict[str, int], _: CanFrame) -> bool:
+            if stopping:
+                return (
+                    values["Dynamic_Mode_ID"] == 0
+                    and values["Dynamic_State"] == 0
+                )
+            return (
+                values["Dynamic_Mode_ID"] == mode_id
+                and values["Dynamic_State"] in set(
+                    completion.get("accepted_states", [1, 2])
+                )
+            )
+
+        status_values, status_frame = self._receive_until(
+            bus,
+            0x306,
+            int(completion["timeout_ms"]),
+            matches,
+        )
+        mode_name = (
+            ""
+            if stopping
+            else "木马模式"
+            if mode_id == 1
+            else "动态摇篮模式"
+        )
+        return [
+            {
+                "ref": operation["id"],
+                "domain": "seat",
+                "status": "succeeded",
+                "message": (
+                    "physical 0x301/0x306 confirmed the dynamic seat mode is stopped"
+                    if stopping
+                    else (
+                        f"physical 0x301/0x306 confirmed {mode_name} is active; "
+                        "firmware will repeat it until stopped or the ten-minute cap"
+                    )
+                ),
+                "telemetry": {
+                    "dynamic_mode_id": mode_id,
+                    "dynamic_mode_name": mode_name,
+                    "dynamic_state": status_values["Dynamic_State"],
+                    "dynamic_phase": status_values["Dynamic_Phase"],
+                    "dynamic_cycle_index": status_values["Dynamic_Cycle_Index"],
+                    "dynamic_phase_elapsed_ms": status_values[
+                        "Dynamic_Phase_Elapsed_Ms"
+                    ],
+                    "repeat": (
+                        "none" if stopping else "until_stopped_or_timeout"
+                    ),
+                    "max_runtime_ms": 600_000,
+                    "command_frame": command_frame.public(),
+                    "ack_frame": ack_frame.public(),
+                    "ack_values": ack_values,
+                    "feedback_frame": status_frame.public(),
+                    "hardware_feedback": True,
+                    "simulated": False,
+                },
+            }
+        ]
+
     def _execute_motion(
         self,
         bus: CanBus,
diff --git a/domains/seat/src/seat_domain/validator.py b/domains/seat/src/seat_domain/validator.py
index d1b05dd..65cdd55 100755
--- a/domains/seat/src/seat_domain/validator.py
+++ b/domains/seat/src/seat_domain/validator.py
@@ -82,6 +82,21 @@ def validate_semantics(
                     "message": "当前所有座椅能力仅支持前排副驾。",
                 }
             )
+        if action.get("action_type") == "dynamic_mode_stop":
+            has_motion = True
+            continue
+        if action.get("action_type") == "dynamic_mode":
+            has_motion = True
+            if action.get("mode_id") not in {1, 2}:
+                issues.append(
+                    {
+                        "severity": "error",
+                        "code": "UNSUPPORTED_DYNAMIC_MODE",
+                        "path": f"{path}.mode_id",
+                        "message": "动态座椅模式编号必须是 1 或 2。",
+                    }
+                )
+            continue
         if action.get("action_type") == "position":
             has_motion = True
             axis = action.get("axis")
diff --git a/domains/seat/tests/integration/test_seat_service.py b/domains/seat/tests/integration/test_seat_service.py
index 7b26b6e..760823d 100755
--- a/domains/seat/tests/integration/test_seat_service.py
+++ b/domains/seat/tests/integration/test_seat_service.py
@@ -32,6 +32,41 @@ class SeatServiceIntegrationTests(unittest.TestCase):
         for event in result["trace_events"]:
             self.assertEqual(self.service.contracts.validate(event), [])
 
+    def test_dynamic_mode_runs_until_explicit_natural_language_stop(self) -> None:
+        conversation_id = "conv-dynamic-stop"
+        started = self.service.process(
+            "\u5f00\u542f\u52a8\u6001\u6447\u7bee\u6a21\u5f0f",
+            provider="local",
+            conversation_id=conversation_id,
+            vehicle_id="denza_n7",
+        )
+        stopped = self.service.process(
+            "\u5173\u95ed\u52a8\u6001\u6447\u7bee\u6a21\u5f0f",
+            provider="local",
+            conversation_id=conversation_id,
+            vehicle_id="denza_n7",
+        )
+
+        self.assertEqual(started["status"], "succeeded")
+        self.assertEqual(
+            started["actuator_state"]["passenger"]["dynamic_mode"],
+            {
+                "mode_id": 2,
+                "name": "\u52a8\u6001\u6447\u7bee\u6a21\u5f0f",
+                "state": "running",
+                "repeat": "until_stopped_or_timeout",
+                "max_runtime_ms": 600_000,
+            },
+        )
+        self.assertEqual(stopped["status"], "succeeded")
+        operation = stopped["function_config"]["spec"]["operations"][0]
+        self.assertEqual(operation["capability"], "seat.stop_dynamic_mode")
+        self.assertEqual(operation["parameters"], {})
+        self.assertEqual(
+            stopped["actuator_state"]["passenger"]["dynamic_mode"]["state"],
+            "idle",
+        )
+
     def test_gear_request_is_preserved_and_simulated(self) -> None:
         result = self.service.process("副驾座椅加热开到三档", provider="local")
 
diff --git a/domains/seat/tests/unit/test_t2g_hardware.py b/domains/seat/tests/unit/test_t2g_hardware.py
index cc04139..d41454e 100755
--- a/domains/seat/tests/unit/test_t2g_hardware.py
+++ b/domains/seat/tests/unit/test_t2g_hardware.py
@@ -16,6 +16,7 @@ if str(SEAT_SOURCE) not in sys.path:
 
 from cognitive_agent.infrastructure.can.gateway import CanFrame, CanGatewayError  # noqa: E402
 from cognitive_agent.application.seat_service import SeatDemoService  # noqa: E402
+from cognitive_agent.runtime.contracts import ContractValidator  # noqa: E402
 from cognitive_agent.infrastructure.can.hardware import (  # noqa: E402
     HardwareSafetyError,
     SeatHardwareSettings,
@@ -242,6 +243,34 @@ class ReactiveFakeBus:
                                 },
                             )
                         )
+            if opcode == 14:
+                self.received.append(
+                    self._frame(
+                        "T2G_Seat_Dynamic_Mode_Status_306",
+                        {
+                            "Dynamic_Mode_ID": command["Param_A"],
+                            "Dynamic_State": 2,
+                            "Dynamic_Phase": 2 if command["Param_A"] == 1 else 5,
+                            "Dynamic_Active_Mask": 0x0F,
+                            "Dynamic_Cycle_Index": 0,
+                            "Dynamic_Phase_Elapsed_Ms": 100,
+                        },
+                    )
+                )
+            if opcode == 15:
+                self.received.append(
+                    self._frame(
+                        "T2G_Seat_Dynamic_Mode_Status_306",
+                        {
+                            "Dynamic_Mode_ID": 0,
+                            "Dynamic_State": 0,
+                            "Dynamic_Phase": 0,
+                            "Dynamic_Active_Mask": 0,
+                            "Dynamic_Cycle_Index": 0,
+                            "Dynamic_Phase_Elapsed_Ms": 0,
+                        },
+                    )
+                )
             if opcode == 0x0B and self.complete_motion:
                 motor = command["Motor_Selector"]
                 self.position_valid = True
@@ -447,7 +476,7 @@ class ProtocolSignatureFakeBus:
         self.received: deque[CanFrame] = deque()
         self.closed = False
         if signature:
-            self.received.append(CanFrame(0x301, bytes.fromhex("10 00 00 00 00 00 F0 60")))
+            self.received.append(CanFrame(0x301, bytes.fromhex("10 00 00 00 00 00 F0 D0")))
             for motor in range(4):
                 self.received.append(
                     CanFrame(0x302, bytes([motor, 0, 0x08, 0, 0, 0, 0, 0]))
@@ -464,6 +493,7 @@ class ProtocolSignatureFakeBus:
                     CanFrame(0x304, bytes([motor, 3, 0, 0, 0, 0, 0xF4, 0x01]))
                 )
             self.received.append(CanFrame(0x305, bytes(8)))
+            self.received.append(CanFrame(0x306, bytes(8)))
             self.received.append(CanFrame(0x4FA, bytes.fromhex("09 00 00 00 00 00 00 00")))
 
     def send(self, arbitration_id: int, data: bytes) -> CanFrame:
@@ -485,6 +515,29 @@ class FailingProtocolSignatureBus(ProtocolSignatureFakeBus):
         raise RuntimeError("CAN receive failed during passive protocol probe")
 
 
+class LegacyProtocolSignatureFakeBus(ProtocolSignatureFakeBus):
+    def __init__(self):
+        super().__init__(False)
+        self.received.append(CanFrame(0x301, bytes.fromhex("10 00 00 00 00 00 F0 00")))
+        for motor in range(4):
+            self.received.append(
+                CanFrame(0x302, bytes([motor, 0, 0x08, 0, 0, 0, 0, 0]))
+            )
+        for motor, maximum in enumerate((480, 374, 917, 647)):
+            self.received.append(
+                CanFrame(
+                    0x303,
+                    bytes([motor, 0, 0, 0, maximum & 0xFF, maximum >> 8, 0, 0]),
+                )
+            )
+        for motor in range(4):
+            self.received.append(
+                CanFrame(0x304, bytes([motor, 3, 0, 0, 0, 0, 0xF4, 0x01]))
+            )
+        self.received.append(CanFrame(0x305, bytes(8)))
+        self.received.append(CanFrame(0x4FA, bytes(8)))
+
+
 class FakeProgrammer:
     def __init__(self):
         self.calls = 0
@@ -511,6 +564,7 @@ class T2GHardwareTests(unittest.TestCase):
             ROOT / "domains" / "seat" / "can" / "signal-mapping.hardware.yaml",
             ROOT / "platforms" / "t2g_seat_bench" / "calibration" / "seat.yaml",
         )
+        self.contracts = ContractValidator(ROOT)
 
     def test_compiler_emits_verified_heating_payload(self) -> None:
         config = function_config(
@@ -569,6 +623,34 @@ class T2GHardwareTests(unittest.TestCase):
         self.assertEqual(fallback["signals"]["Param_B"], 900)
         self.assertEqual(fallback["completion"]["signal"], "Task_State")
 
+    def test_compiler_emits_native_dynamic_mode_command(self) -> None:
+        config = function_config(
+            operation("seat.start_dynamic_mode", {"mode_id": 1})
+        )
+
+        plan = self.compiler.compile(config, {})
+        command = plan["spec"]["commands"][0]
+        frame = self.matrix.encode(command["message"], command["signals"])
+
+        self.assertEqual(frame["frame_id"], "0x300")
+        self.assertEqual(frame["data_hex"], "0E 10 00 00 01 00 00 00")
+        self.assertEqual(command["completion"]["message"], "T2G_Seat_Dynamic_Mode_Status_306")
+        self.assertEqual(command["completion"]["accepted_states"], [1, 2])
+        self.assertEqual(self.contracts.validate(plan), [])
+
+    def test_compiler_emits_native_dynamic_mode_stop_command(self) -> None:
+        config = function_config(operation("seat.stop_dynamic_mode", {}))
+
+        plan = self.compiler.compile(config, {})
+        command = plan["spec"]["commands"][0]
+        frame = self.matrix.encode(command["message"], command["signals"])
+
+        self.assertEqual(frame["frame_id"], "0x300")
+        self.assertEqual(frame["data_hex"], "0F 10 00 00 00 00 00 00")
+        self.assertEqual(command["completion"]["signal"], "Dynamic_State")
+        self.assertEqual(command["completion"]["accepted_states"], [0])
+        self.assertEqual(self.contracts.validate(plan), [])
+
     def test_compiler_maps_large_relative_backrest_request_to_absolute_target(self) -> None:
         config = function_config(
             operation(
@@ -696,6 +778,46 @@ class T2GHardwareTests(unittest.TestCase):
         self.assertEqual([item.data[0] for item in bus.sent], [9, 1])
         self.assertTrue(bus.closed)
 
+    def test_executor_waits_for_native_dynamic_mode_feedback(self) -> None:
+        config = function_config(
+            operation("seat.start_dynamic_mode", {"mode_id": 2})
+        )
+        plan = self.compiler.compile(config, {})
+        bus = ReactiveFakeBus(self.matrix)
+
+        report = HardwareSeatExecutor(
+            self.matrix, lambda: bus, ack_timeout_ms=20
+        ).execute(plan, config)
+
+        self.assertEqual(report["spec"]["status"], "succeeded")
+        telemetry = report["spec"]["results"][0]["telemetry"]
+        self.assertEqual(telemetry["dynamic_mode_id"], 2)
+        self.assertEqual(telemetry["dynamic_state"], 2)
+        self.assertEqual(telemetry["dynamic_phase"], 5)
+        self.assertEqual([item.data[0] for item in bus.sent], [9, 14])
+        self.assertTrue(bus.closed)
+
+    def test_executor_stops_dynamic_mode_without_homing_or_pre_stop(self) -> None:
+        config = function_config(operation("seat.stop_dynamic_mode", {}))
+        plan = self.compiler.compile(config, {})
+        bus = ReactiveFakeBus(self.matrix)
+
+        report = HardwareSeatExecutor(
+            self.matrix,
+            lambda: bus,
+            ack_timeout_ms=20,
+            synchronize_position_before_first_motion=True,
+            position_sync_state={"synchronized": False},
+        ).execute(plan, config)
+
+        self.assertEqual(report["spec"]["status"], "succeeded")
+        telemetry = report["spec"]["results"][0]["telemetry"]
+        self.assertEqual(telemetry["dynamic_mode_id"], 0)
+        self.assertEqual(telemetry["dynamic_state"], 0)
+        self.assertEqual(telemetry["repeat"], "none")
+        self.assertEqual([item.data[0] for item in bus.sent], [15])
+        self.assertTrue(bus.closed)
+
     def test_firmware_replacement_forces_four_axis_position_memory_sync(self) -> None:
         config = function_config(
             operation("seat.set_backrest_recline", {"position_pct": 50})
@@ -1453,6 +1575,9 @@ class T2GHardwareTests(unittest.TestCase):
         settings.validate_function_config(
             function_config(operation("seat.set_cushion_tilt", {"position_pct": 40}))
         )
+        settings.validate_function_config(
+            function_config(operation("seat.stop_dynamic_mode", {}))
+        )
         with self.assertRaises(HardwareSafetyError):
             settings.validate_function_config(
                 function_config(
@@ -1559,7 +1684,7 @@ class T2GHardwareTests(unittest.TestCase):
 
         self.assertIs(prepared, bus)
         self.assertFalse(telemetry["programmed_this_request"])
-        self.assertEqual(telemetry["firmware_revision"], 6)
+        self.assertEqual(telemetry["firmware_revision"], 13)
         self.assertEqual(bus.sent, [])
         self.assertEqual(telemetry["max_hall_counts"], [480, 374, 917, 647])
         self.assertFalse(bus.closed)
@@ -1617,6 +1742,24 @@ class T2GHardwareTests(unittest.TestCase):
             guard.prepare_bus()
         self.assertTrue(bus.closed)
 
+    def test_firmware_guard_reports_legacy_revision_and_missing_dynamic_status(self) -> None:
+        bus = LegacyProtocolSignatureFakeBus()
+        guard = T2GFirmwareGuard(
+            lambda: bus,
+            None,
+            auto_flash=False,
+            probe_timeout_ms=20,
+        )
+
+        with self.assertRaises(FirmwareProgrammingError) as raised:
+            guard.prepare_bus()
+
+        message = str(raised.exception)
+        self.assertIn("firmware_revision=0 (expected 13)", message)
+        self.assertIn("missing_frame_ids=0x306", message)
+        self.assertIn("max_hall_counts=480,374,917,647", message)
+        self.assertTrue(bus.closed)
+
     def test_programmer_command_downloads_and_hands_off_to_running_target(self) -> None:
         firmware_root = ROOT / "firmware" / "t2g" / "Seat_Controller_demo"
         output_image = (
diff --git a/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.c b/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.c
new file mode 100644
index 0000000..771957f
--- /dev/null
+++ b/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.c
@@ -0,0 +1,679 @@
+#include "seat_dynamic_mode.h"
+
+#include <stddef.h>
+#include <string.h>
+
+#include "motor_control.h"
+#include "seat_dynamic_mode_config.h"
+#include "seat_motor_manager.h"
+#include "seat_move_config.h"
+
+#define SEAT_DYNAMIC_TARGET_TOLERANCE_PULSES       (3u)
+#define SEAT_DYNAMIC_ENTRY_TIMEOUT_MS             (30000u)
+#define SEAT_DYNAMIC_ENTRY_DUTY_PERCENT              (90u)
+#define SEAT_DYNAMIC_CRADLE_PHASE_TIMEOUT_MS       (30000u)
+#define SEAT_DYNAMIC_CRADLE_RENDEZVOUS_PULSES         (12u)
+#define SEAT_DYNAMIC_CRADLE_FINAL_DUTY_PERCENT         (50u)
+
+typedef enum
+{
+    SEAT_DYNAMIC_CONTROL_TIMED_ARRIVAL = 0u,
+    SEAT_DYNAMIC_CONTROL_HOLD,
+    SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS
+} seat_dynamic_control_t;
+
+typedef struct
+{
+    uint8_t phase;
+    uint32_t durationMs;
+    uint32_t timeoutMs;
+    uint16_t targetHall[SEAT_MOVE_MOTOR_COUNT];
+    seat_dynamic_control_t control;
+} seat_dynamic_phase_definition_t;
+
+typedef struct
+{
+    uint8_t modeId;
+    const uint16_t *entryTargetHall;
+    const seat_dynamic_phase_definition_t *phases;
+    uint8_t phaseCount;
+    const uint8_t *cruiseDutyPercent;
+    uint16_t rendezvousPulses;
+    uint8_t finalDutyPercent;
+} seat_dynamic_mode_definition_t;
+
+typedef struct
+{
+    uint8_t modeId;
+    uint8_t state;
+    uint8_t phase;
+    uint8_t phaseIndex;
+    uint8_t faultMask;
+    uint16_t cycleIndex;
+    uint16_t internalSequence;
+    uint32_t modeStartedMs;
+    uint32_t phaseStartedMs;
+    uint32_t phaseDurationMs;
+    uint8_t rendezvousStage;
+    uint16_t targetHall[SEAT_MOVE_MOTOR_COUNT];
+    uint16_t stagingTargetHall[SEAT_MOVE_MOTOR_COUNT];
+    uint16_t finalTargetHall[SEAT_MOVE_MOTOR_COUNT];
+} seat_dynamic_context_t;
+
+static const motor_mode_t s_dynamicLogicalToPhysical[SEAT_MOVE_MOTOR_COUNT] =
+{
+    (motor_mode_t)SEAT_MOVE_LOGICAL_M0_PHYSICAL_MODE,
+    (motor_mode_t)SEAT_MOVE_LOGICAL_M1_PHYSICAL_MODE,
+    (motor_mode_t)SEAT_MOVE_LOGICAL_M2_PHYSICAL_MODE,
+    (motor_mode_t)SEAT_MOVE_LOGICAL_M3_PHYSICAL_MODE
+};
+
+/* A cradle must feel like one coordinated body movement.  All four axes move
+ * toward their staging poses in the same scheduler pass; no axis is held back
+ * for a late catch-up.  M0/M1/M3 use the proven breakaway duty while M2 runs
+ * at loaded duty.  After every axis reaches a point exactly 12 Hall pulses
+ * before the requested pose, they execute an equal-distance 50% final
+ * approach.  This keeps both the visible start and final arrival coordinated
+ * while making completion independent of an arbitrary 30-second timer. */
+static const uint8_t s_cradleCruiseDuty[SEAT_MOVE_MOTOR_COUNT] =
+{
+    50u, 50u, 90u, 50u
+};
+
+static const uint8_t s_horseCruiseDuty[SEAT_MOVE_MOTOR_COUNT] =
+{
+    SEAT_DYNAMIC_HORSE_M0_DUTY_PERCENT,
+    SEAT_DYNAMIC_HORSE_M1_DUTY_PERCENT,
+    SEAT_DYNAMIC_HORSE_M2_DUTY_PERCENT,
+    SEAT_DYNAMIC_HORSE_M3_DUTY_PERCENT
+};
+
+/* Targets are the N7 Hall coordinates supplied for the connected seat bench.
+ * They are intentionally stored as pulses rather than rounded percentages. */
+static const uint16_t s_rockingHorseEntry[SEAT_MOVE_MOTOR_COUNT] =
+{
+    SEAT_DYNAMIC_HORSE_ENTRY_M0_HALL,
+    SEAT_DYNAMIC_HORSE_ENTRY_M1_HALL,
+    SEAT_DYNAMIC_HORSE_ENTRY_M2_HALL,
+    SEAT_DYNAMIC_HORSE_ENTRY_M3_HALL
+};
+static const seat_dynamic_phase_definition_t s_rockingHorsePhases[] =
+{
+    {
+        SEAT_DYNAMIC_PHASE_HORSE_FORWARD,
+        0u,
+        SEAT_DYNAMIC_HORSE_PHASE_TIMEOUT_MS,
+        {
+            SEAT_DYNAMIC_HORSE_FORWARD_M0_HALL,
+            SEAT_DYNAMIC_HORSE_FORWARD_M1_HALL,
+            SEAT_DYNAMIC_HORSE_FORWARD_M2_HALL,
+            SEAT_DYNAMIC_HORSE_FORWARD_M3_HALL
+        },
+        SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS
+    },
+    {
+        SEAT_DYNAMIC_PHASE_HORSE_BACKWARD,
+        0u,
+        SEAT_DYNAMIC_HORSE_PHASE_TIMEOUT_MS,
+        {
+            SEAT_DYNAMIC_HORSE_BACKWARD_M0_HALL,
+            SEAT_DYNAMIC_HORSE_BACKWARD_M1_HALL,
+            SEAT_DYNAMIC_HORSE_BACKWARD_M2_HALL,
+            SEAT_DYNAMIC_HORSE_BACKWARD_M3_HALL
+        },
+        SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS
+    }
+};
+
+static const uint16_t s_cradleEntry[SEAT_MOVE_MOTOR_COUNT] =
+{
+    391u, 140u, 405u, 404u
+};
+static const seat_dynamic_phase_definition_t s_cradlePhases[] =
+{
+    {
+        SEAT_DYNAMIC_PHASE_CRADLE_FORWARD,
+        0u,
+        SEAT_DYNAMIC_CRADLE_PHASE_TIMEOUT_MS,
+        { 246u, 281u, 701u, 494u },
+        SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS
+    },
+    {
+        SEAT_DYNAMIC_PHASE_CRADLE_RETURN,
+        0u,
+        SEAT_DYNAMIC_CRADLE_PHASE_TIMEOUT_MS,
+        { 391u, 140u, 405u, 404u },
+        SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS
+    }
+};
+
+static const seat_dynamic_mode_definition_t s_dynamicModes[] =
+{
+    {
+        SEAT_DYNAMIC_MODE_ROCKING_HORSE,
+        s_rockingHorseEntry,
+        s_rockingHorsePhases,
+        (uint8_t)(sizeof(s_rockingHorsePhases) /
+                  sizeof(s_rockingHorsePhases[0])),
+        s_horseCruiseDuty,
+        SEAT_DYNAMIC_HORSE_RENDEZVOUS_PULSES,
+        SEAT_DYNAMIC_HORSE_FINAL_DUTY_PERCENT
+    },
+    {
+        SEAT_DYNAMIC_MODE_CRADLE,
+        s_cradleEntry,
+        s_cradlePhases,
+        (uint8_t)(sizeof(s_cradlePhases) / sizeof(s_cradlePhases[0])),
+        s_cradleCruiseDuty,
+        SEAT_DYNAMIC_CRADLE_RENDEZVOUS_PULSES,
+        SEAT_DYNAMIC_CRADLE_FINAL_DUTY_PERCENT
+    }
+};
+
+static seat_dynamic_context_t s_dynamic;
+
+static bool SeatDynamic_TimeReached(uint32_t now, uint32_t deadline);
+static uint32_t SeatDynamic_ElapsedMs(uint32_t now, uint32_t started);
+static const seat_dynamic_mode_definition_t *SeatDynamic_Definition(
+    uint8_t modeId);
+static uint8_t SeatDynamic_ActiveMask(void);
+static bool SeatDynamic_StatusFailed(const seat_motor_status_t *status);
+static bool SeatDynamic_TargetsReached(bool *failed);
+static bool SeatDynamic_TargetsWithinTolerance(void);
+static bool SeatDynamic_StartEntry(
+    const seat_dynamic_mode_definition_t *definition,
+    uint32_t now);
+static bool SeatDynamic_StartPhase(
+    const seat_dynamic_mode_definition_t *definition,
+    uint8_t phaseIndex,
+    uint32_t now);
+static bool SeatDynamic_StartRendezvousFinal(
+    const seat_dynamic_mode_definition_t *definition);
+static void SeatDynamic_Fail(void);
+static void SeatDynamic_Advance(
+    const seat_dynamic_mode_definition_t *definition,
+    uint32_t now);
+
+void SeatDynamicMode_Init(void)
+{
+    (void)memset(&s_dynamic, 0, sizeof(s_dynamic));
+    s_dynamic.state = SEAT_DYNAMIC_STATE_IDLE;
+}
+
+bool SeatDynamicMode_Start(uint8_t modeId, uint16_t commandSequence)
+{
+    const seat_dynamic_mode_definition_t *definition =
+        SeatDynamic_Definition(modeId);
+    uint8_t motor;
+
+    if((definition == NULL) || SeatDynamicMode_IsActive() ||
+       SeatMotorManager_IsAnyActive())
+    {
+        return false;
+    }
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        seat_motor_status_t status;
+
+        if(!SeatMotorManager_GetStatus(s_dynamicLogicalToPhysical[motor],
+                                       &status) ||
+           !status.positionValid ||
+           (definition->entryTargetHall[motor] > status.maxHallCount))
+        {
+            return false;
+        }
+    }
+
+    (void)memset(&s_dynamic, 0, sizeof(s_dynamic));
+    s_dynamic.modeId = modeId;
+    s_dynamic.state = SEAT_DYNAMIC_STATE_ENTRY;
+    s_dynamic.phase = SEAT_DYNAMIC_PHASE_ENTRY;
+    s_dynamic.internalSequence = commandSequence;
+    s_dynamic.modeStartedMs = Motor_GetTimeMs();
+    if(!SeatDynamic_StartEntry(definition, s_dynamic.modeStartedMs))
+    {
+        SeatDynamic_Fail();
+        return false;
+    }
+    return true;
+}
+
+void SeatDynamicMode_Service(void)
+{
+    const seat_dynamic_mode_definition_t *definition;
+    uint32_t now;
+    uint32_t elapsed;
+    bool failed = false;
+    bool reached;
+    const seat_dynamic_phase_definition_t *phase;
+
+    if(!SeatDynamicMode_IsActive())
+    {
+        return;
+    }
+    definition = SeatDynamic_Definition(s_dynamic.modeId);
+    if(definition == NULL)
+    {
+        SeatDynamic_Fail();
+        return;
+    }
+
+    now = Motor_GetTimeMs();
+    if(SeatDynamic_TimeReached(
+           now, s_dynamic.modeStartedMs + SEAT_MOVE_DYNAMIC_MAX_RUNTIME_MS))
+    {
+        /* The ten-minute safety cap is owned by the ECU, not by a frontend
+         * lease or a host-side timer.  Reuse the normal stop path so every
+         * bridge is de-energized and 0x306 returns to all-zero IDLE. */
+        SeatDynamicMode_Stop((uint16_t)(s_dynamic.internalSequence + 1u));
+        return;
+    }
+    reached = SeatDynamic_TargetsReached(&failed);
+    if(failed)
+    {
+        SeatDynamic_Fail();
+        return;
+    }
+
+    if(s_dynamic.state == SEAT_DYNAMIC_STATE_ENTRY)
+    {
+        if(reached)
+        {
+            if(!SeatDynamic_StartPhase(definition, 0u, now))
+            {
+                SeatDynamic_Fail();
+            }
+            return;
+        }
+        if(SeatDynamic_TimeReached(
+               now, s_dynamic.phaseStartedMs + SEAT_DYNAMIC_ENTRY_TIMEOUT_MS))
+        {
+            SeatDynamic_Fail();
+        }
+        return;
+    }
+
+    phase = &definition->phases[s_dynamic.phaseIndex];
+    elapsed = SeatDynamic_ElapsedMs(now, s_dynamic.phaseStartedMs);
+    if(phase->control == SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS)
+    {
+        if(reached)
+        {
+            if(s_dynamic.rendezvousStage == 0u)
+            {
+                if(!SeatDynamic_StartRendezvousFinal(definition))
+                {
+                    SeatDynamic_Fail();
+                }
+            }
+            else
+            {
+                SeatDynamic_Advance(definition, now);
+            }
+            return;
+        }
+        if(elapsed > phase->timeoutMs)
+        {
+            SeatDynamic_Fail();
+        }
+        return;
+    }
+    if(elapsed < s_dynamic.phaseDurationMs)
+    {
+        return;
+    }
+    if(reached)
+    {
+        SeatDynamic_Advance(definition, now);
+        return;
+    }
+    if(SeatDynamic_TargetsWithinTolerance())
+    {
+        /* At the exact phase boundary an adaptive task may still be active
+         * while every Hall position is already inside the accepted discrete
+         * target band.  Stop all bridges before entering the hold or opposite
+         * direction phase; waiting for mathematical equality creates a false
+         * timeout and can extend the requested phase. */
+        SeatMotorManager_StopAll(s_dynamic.internalSequence);
+        SeatDynamic_Advance(definition, now);
+        return;
+    }
+    if(elapsed > (s_dynamic.phaseDurationMs +
+                  SEAT_MOVE_DYNAMIC_ARRIVAL_GRACE_MS))
+    {
+        SeatDynamic_Fail();
+    }
+}
+
+void SeatDynamicMode_Stop(uint16_t commandSequence)
+{
+    if(SeatDynamicMode_IsActive())
+    {
+        Motor_RequestAbortAllFromIsr(commandSequence);
+        Motor_ServiceAll();
+        SeatMotorManager_StopAll(commandSequence);
+    }
+    (void)memset(&s_dynamic, 0, sizeof(s_dynamic));
+    s_dynamic.state = SEAT_DYNAMIC_STATE_IDLE;
+}
+
+bool SeatDynamicMode_IsActive(void)
+{
+    return (s_dynamic.state == SEAT_DYNAMIC_STATE_ENTRY) ||
+           (s_dynamic.state == SEAT_DYNAMIC_STATE_RUNNING);
+}
+
+bool SeatDynamicMode_GetStatus(seat_dynamic_mode_status_t *status)
+{
+    uint32_t elapsed;
+
+    if(status == NULL)
+    {
+        return false;
+    }
+    elapsed = SeatDynamicMode_IsActive() ?
+              SeatDynamic_ElapsedMs(Motor_GetTimeMs(),
+                                    s_dynamic.phaseStartedMs) : 0u;
+    status->modeId = s_dynamic.modeId;
+    status->state = s_dynamic.state;
+    status->phase = s_dynamic.phase;
+    status->activeMask = (uint8_t)
+        (SeatDynamic_ActiveMask() | (uint8_t)(s_dynamic.faultMask << 4u));
+    status->cycleIndex = s_dynamic.cycleIndex;
+    status->phaseElapsedMs = (elapsed > UINT16_MAX) ?
+                             UINT16_MAX : (uint16_t)elapsed;
+    return true;
+}
+
+static bool SeatDynamic_TimeReached(uint32_t now, uint32_t deadline)
+{
+    return ((int32_t)(now - deadline) >= 0);
+}
+
+static uint32_t SeatDynamic_ElapsedMs(uint32_t now, uint32_t started)
+{
+    return now - started;
+}
+
+static const seat_dynamic_mode_definition_t *SeatDynamic_Definition(
+    uint8_t modeId)
+{
+    uint8_t index;
+
+    for(index = 0u;
+        index < (uint8_t)(sizeof(s_dynamicModes) / sizeof(s_dynamicModes[0]));
+        index++)
+    {
+        if(s_dynamicModes[index].modeId == modeId)
+        {
+            return &s_dynamicModes[index];
+        }
+    }
+    return NULL;
+}
+
+static uint8_t SeatDynamic_ActiveMask(void)
+{
+    uint8_t motor;
+    uint8_t mask = 0u;
+
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        seat_motor_status_t status;
+
+        if(SeatMotorManager_GetStatus(s_dynamicLogicalToPhysical[motor],
+                                      &status) && status.active)
+        {
+            mask |= (uint8_t)(1u << motor);
+        }
+    }
+    return mask;
+}
+
+static bool SeatDynamic_StatusFailed(const seat_motor_status_t *status)
+{
+    return (status->taskState == SEAT_MOTOR_TASK_FAILED) ||
+           (status->result == SEAT_MOTOR_RESULT_STALL) ||
+           (status->result == SEAT_MOTOR_RESULT_TIMEOUT) ||
+           (status->result == SEAT_MOTOR_RESULT_DRIVER_FAULT) ||
+           (status->result == SEAT_MOTOR_RESULT_INVALID) ||
+           (status->result == SEAT_MOTOR_RESULT_CALIBRATION_FAILED);
+}
+
+static bool SeatDynamic_TargetsReached(bool *failed)
+{
+    uint8_t motor;
+    bool reached = true;
+
+    if(failed == NULL)
+    {
+        return false;
+    }
+    *failed = false;
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        seat_motor_status_t status;
+        uint32_t target = s_dynamic.targetHall[motor];
+        uint32_t delta;
+
+        if(!SeatMotorManager_GetStatus(s_dynamicLogicalToPhysical[motor],
+                                       &status))
+        {
+            s_dynamic.faultMask |= (uint8_t)(1u << motor);
+            *failed = true;
+            return false;
+        }
+        if(SeatDynamic_StatusFailed(&status))
+        {
+            s_dynamic.faultMask |= (uint8_t)(1u << motor);
+            *failed = true;
+            return false;
+        }
+        delta = (status.hallCount >= target) ?
+                (status.hallCount - target) : (target - status.hallCount);
+        if(status.active ||
+           (delta > SEAT_DYNAMIC_TARGET_TOLERANCE_PULSES))
+        {
+            reached = false;
+        }
+    }
+    return reached;
+}
+
+static bool SeatDynamic_TargetsWithinTolerance(void)
+{
+    uint8_t motor;
+
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        seat_motor_status_t status;
+        uint32_t target = s_dynamic.targetHall[motor];
+        uint32_t delta;
+
+        if(!SeatMotorManager_GetStatus(s_dynamicLogicalToPhysical[motor],
+                                       &status) ||
+           SeatDynamic_StatusFailed(&status))
+        {
+            return false;
+        }
+        delta = (status.hallCount >= target) ?
+                (status.hallCount - target) : (target - status.hallCount);
+        if(delta > SEAT_DYNAMIC_TARGET_TOLERANCE_PULSES)
+        {
+            return false;
+        }
+    }
+    return true;
+}
+
+static bool SeatDynamic_StartEntry(
+    const seat_dynamic_mode_definition_t *definition,
+    uint32_t now)
+{
+    uint8_t motor;
+
+    s_dynamic.internalSequence++;
+    s_dynamic.phaseStartedMs = now;
+    s_dynamic.phaseDurationMs = SEAT_DYNAMIC_ENTRY_TIMEOUT_MS;
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        s_dynamic.targetHall[motor] = definition->entryTargetHall[motor];
+        if(!SeatMotor_MoveAbsoluteHallDuty(
+               s_dynamicLogicalToPhysical[motor],
+               definition->entryTargetHall[motor],
+               SEAT_DYNAMIC_ENTRY_DUTY_PERCENT,
+               s_dynamic.internalSequence))
+        {
+            return false;
+        }
+    }
+    return true;
+}
+
+static bool SeatDynamic_StartPhase(
+    const seat_dynamic_mode_definition_t *definition,
+    uint8_t phaseIndex,
+    uint32_t now)
+{
+    const seat_dynamic_phase_definition_t *phase;
+    uint8_t motor;
+
+    if((definition == NULL) || (phaseIndex >= definition->phaseCount))
+    {
+        return false;
+    }
+    phase = &definition->phases[phaseIndex];
+    s_dynamic.state = SEAT_DYNAMIC_STATE_RUNNING;
+    s_dynamic.phaseIndex = phaseIndex;
+    s_dynamic.phase = phase->phase;
+    s_dynamic.phaseStartedMs = now;
+    s_dynamic.phaseDurationMs = phase->durationMs;
+    s_dynamic.rendezvousStage = 0u;
+    s_dynamic.internalSequence++;
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        s_dynamic.targetHall[motor] = phase->targetHall[motor];
+        s_dynamic.finalTargetHall[motor] = phase->targetHall[motor];
+    }
+    if(phase->control == SEAT_DYNAMIC_CONTROL_HOLD)
+    {
+        return true;
+    }
+    if(phase->control == SEAT_DYNAMIC_CONTROL_TARGET_RENDEZVOUS)
+    {
+        for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+        {
+            seat_motor_status_t status;
+            uint16_t target = phase->targetHall[motor];
+            uint16_t current;
+
+            if(!SeatMotorManager_GetStatus(s_dynamicLogicalToPhysical[motor],
+                                           &status))
+            {
+                return false;
+            }
+            current = (uint16_t)status.hallCount;
+            if(target > current + definition->rendezvousPulses)
+            {
+                s_dynamic.stagingTargetHall[motor] = (uint16_t)
+                    (target - definition->rendezvousPulses);
+            }
+            else if(current > target +
+                    definition->rendezvousPulses)
+            {
+                s_dynamic.stagingTargetHall[motor] = (uint16_t)
+                    (target + definition->rendezvousPulses);
+            }
+            else
+            {
+                s_dynamic.stagingTargetHall[motor] = target;
+            }
+            s_dynamic.targetHall[motor] =
+                s_dynamic.stagingTargetHall[motor];
+        }
+        for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+        {
+            if(!SeatMotor_MoveAbsoluteHallDuty(
+                   s_dynamicLogicalToPhysical[motor],
+                   s_dynamic.targetHall[motor],
+                   definition->cruiseDutyPercent[motor],
+                   s_dynamic.internalSequence))
+            {
+                return false;
+            }
+        }
+        return true;
+    }
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        if(!SeatMotor_MoveAbsoluteHallInTimeWithGrace(
+               s_dynamicLogicalToPhysical[motor],
+               phase->targetHall[motor],
+               phase->durationMs,
+               SEAT_MOVE_DYNAMIC_ARRIVAL_GRACE_MS,
+               s_dynamic.internalSequence))
+        {
+            return false;
+        }
+    }
+    return true;
+}
+
+static bool SeatDynamic_StartRendezvousFinal(
+    const seat_dynamic_mode_definition_t *definition)
+{
+    uint8_t motor;
+
+    if(definition == NULL)
+    {
+        return false;
+    }
+
+    s_dynamic.internalSequence++;
+    s_dynamic.rendezvousStage = 2u;
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        s_dynamic.targetHall[motor] = s_dynamic.finalTargetHall[motor];
+    }
+    for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
+    {
+        if(!SeatMotor_MoveAbsoluteHallDuty(
+               s_dynamicLogicalToPhysical[motor],
+               s_dynamic.finalTargetHall[motor],
+               definition->finalDutyPercent,
+               s_dynamic.internalSequence))
+        {
+            return false;
+        }
+    }
+    return true;
+}
+
+static void SeatDynamic_Fail(void)
+{
+    uint16_t sequence = (uint16_t)(s_dynamic.internalSequence + 1u);
+
+    Motor_RequestAbortAllFromIsr(sequence);
+    Motor_ServiceAll();
+    SeatMotorManager_StopAll(sequence);
+    s_dynamic.internalSequence = sequence;
+    s_dynamic.state = SEAT_DYNAMIC_STATE_FAULT;
+    s_dynamic.phaseStartedMs = Motor_GetTimeMs();
+}
+
+static void SeatDynamic_Advance(
+    const seat_dynamic_mode_definition_t *definition,
+    uint32_t now)
+{
+    uint8_t nextPhase = (uint8_t)(s_dynamic.phaseIndex + 1u);
+
+    if(nextPhase >= definition->phaseCount)
+    {
+        nextPhase = 0u;
+        s_dynamic.cycleIndex++;
+    }
+    if(!SeatDynamic_StartPhase(definition, nextPhase, now))
+    {
+        SeatDynamic_Fail();
+    }
+}
diff --git a/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.h b/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.h
new file mode 100644
index 0000000..b8d52b7
--- /dev/null
+++ b/firmware/t2g/Seat_Controller_demo/App/seat_dynamic_mode.h
@@ -0,0 +1,49 @@
+#ifndef SEAT_DYNAMIC_MODE_H
+#define SEAT_DYNAMIC_MODE_H
+
+#include <stdbool.h>
+#include <stdint.h>
+
+typedef enum
+{
+    SEAT_DYNAMIC_MODE_NONE = 0u,
+    SEAT_DYNAMIC_MODE_ROCKING_HORSE = 1u,
+    SEAT_DYNAMIC_MODE_CRADLE = 2u
+} seat_dynamic_mode_id_t;
+
+typedef enum
+{
+    SEAT_DYNAMIC_STATE_IDLE = 0u,
+    SEAT_DYNAMIC_STATE_ENTRY = 1u,
+    SEAT_DYNAMIC_STATE_RUNNING = 2u,
+    SEAT_DYNAMIC_STATE_FAULT = 3u
+} seat_dynamic_state_t;
+
+typedef enum
+{
+    SEAT_DYNAMIC_PHASE_NONE = 0u,
+    SEAT_DYNAMIC_PHASE_ENTRY = 1u,
+    SEAT_DYNAMIC_PHASE_HORSE_FORWARD = 2u,
+    SEAT_DYNAMIC_PHASE_HORSE_BACKWARD = 3u,
+    SEAT_DYNAMIC_PHASE_CRADLE_FORWARD = 5u,
+    SEAT_DYNAMIC_PHASE_CRADLE_RETURN = 6u
+} seat_dynamic_phase_t;
+
+typedef struct
+{
+    uint8_t modeId;
+    uint8_t state;
+    uint8_t phase;
+    uint8_t activeMask;
+    uint16_t cycleIndex;
+    uint16_t phaseElapsedMs;
+} seat_dynamic_mode_status_t;
+
+void SeatDynamicMode_Init(void);
+bool SeatDynamicMode_Start(uint8_t modeId, uint16_t commandSequence);
+void SeatDynamicMode_Service(void);
+void SeatDynamicMode_Stop(uint16_t commandSequence);
+bool SeatDynamicMode_IsActive(void);
+bool SeatDynamicMode_GetStatus(seat_dynamic_mode_status_t *status);
+
+#endif /* SEAT_DYNAMIC_MODE_H */
diff --git a/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.c b/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.c
index 50389a8..6cf943e 100755
--- a/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.c
+++ b/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.c
@@ -10,6 +10,13 @@
 #define SEAT_MOTOR_SPEED_CAL_MEASURE_MS    (1000ul)
 #define SEAT_MOTOR_SPEED_CAL_DUTY_PERCENT  (95u)
 #define SEAT_MOTOR_DEFAULT_CAL_LEG_TIMEOUT_MS (70000ul)
+#define SEAT_MOTOR_TIMED_ARRIVAL_SETTLE_MS (500ul)
+#define SEAT_MOTOR_TIMED_M0_NEAR_EXTENSION_MS (900ul)
+#define SEAT_MOTOR_TIMED_M0_FAR_EXTENSION_MS  (1000ul)
+#define SEAT_MOTOR_TIMED_M1_NEAR_EXTENSION_MS (1200ul)
+#define SEAT_MOTOR_TIMED_M1_FAR_EXTENSION_MS  (700ul)
+#define SEAT_MOTOR_TIMED_M3_NEAR_EXTENSION_MS (1900ul)
+#define SEAT_MOTOR_TIMED_M3_FAR_EXTENSION_MS  (1600ul)
 
 typedef char seat_motor_manager_requires_four_motors[
     (MOTOR_MODE_COUNT == 4) ? 1 : -1];
@@ -22,6 +29,8 @@ typedef struct
     uint32_t commandSequence;
     uint32_t targetValueX100;
     uint32_t durationMs;
+    uint32_t speedPlanDurationMs;
+    uint32_t deadlineGraceMs;
     uint32_t deadlineMs;
     uint32_t retryAtMs;
     uint32_t speedValuePerSecondX100;
@@ -95,6 +104,36 @@ static uint32_t SeatMotor_AbsDelta(uint32_t lhs, uint32_t rhs)
     return (lhs >= rhs) ? (lhs - rhs) : (rhs - lhs);
 }
 
+static uint32_t SeatMotor_TimedPlanExtensionMs(
+    motor_mode_t mode,
+    motor_direction_t direction)
+{
+    /* The four loaded mechanisms do not have identical low-speed breakaway
+     * and coast behavior.  Bench traces show repeatable early arrival against
+     * M2 when every axis follows the same ideal time-position line.  Extend
+     * only the speed plan (never the phase deadline) by the measured lead so
+     * all four axes converge at the requested phase boundary. */
+    if(mode == MOTOR_MODE_0_LINEAR)
+    {
+        return (direction == MOTOR_DIRECTION_TOWARD_NEAR) ?
+               SEAT_MOTOR_TIMED_M0_NEAR_EXTENSION_MS :
+               SEAT_MOTOR_TIMED_M0_FAR_EXTENSION_MS;
+    }
+    if(mode == MOTOR_MODE_1_ANGLE)
+    {
+        return (direction == MOTOR_DIRECTION_TOWARD_NEAR) ?
+               SEAT_MOTOR_TIMED_M1_NEAR_EXTENSION_MS :
+               SEAT_MOTOR_TIMED_M1_FAR_EXTENSION_MS;
+    }
+    if(mode == MOTOR_MODE_3_LINEAR_TRACK)
+    {
+        return (direction == MOTOR_DIRECTION_TOWARD_NEAR) ?
+               SEAT_MOTOR_TIMED_M3_NEAR_EXTENSION_MS :
+               SEAT_MOTOR_TIMED_M3_FAR_EXTENSION_MS;
+    }
+    return 0ul;
+}
+
 static bool SeatMotor_TargetWithinHallTolerance(
     const seat_motor_task_t *task,
     const motor_position_info_t *info)
@@ -192,9 +231,10 @@ static bool SeatMotor_PrepareNewTask(motor_mode_t mode,
 static bool SeatMotor_StartPositionTask(motor_mode_t mode,
                                         uint32_t targetValueX100,
                                         uint8_t dutyPercent,
-                                        uint32_t speedValuePerSecondX100,
-                                        uint32_t durationLimitMs,
-                                        uint32_t commandSequence,
+                                         uint32_t speedValuePerSecondX100,
+                                         uint32_t durationLimitMs,
+                                         uint32_t speedPlanDurationMs,
+                                         uint32_t commandSequence,
                                         bool dynamicSpeed,
                                         bool preserveRetry,
                                         seat_motor_task_state_t runningState)
@@ -203,7 +243,7 @@ static bool SeatMotor_StartPositionTask(motor_mode_t mode,
     seat_motor_task_t *task;
     motor_position_info_t info;
     uint32_t travelValueX100;
-    uint32_t planDurationMs;
+    uint32_t planDurationMs = 0ul;
     uint8_t retryCount;
 
     if((false == SeatMotor_ModeValid(mode)) ||
@@ -257,7 +297,8 @@ static bool SeatMotor_StartPositionTask(motor_mode_t mode,
 
     if(false != dynamicSpeed)
     {
-        planDurationMs = (durationLimitMs != 0ul) ? durationLimitMs :
+        planDurationMs = (speedPlanDurationMs != 0ul) ?
+            speedPlanDurationMs : (durationLimitMs != 0ul) ? durationLimitMs :
             (uint32_t)((((uint64_t)travelValueX100 * 1000ull) +
                         speedValuePerSecondX100 - 1ull) /
                        speedValuePerSecondX100);
@@ -282,6 +323,7 @@ static bool SeatMotor_StartPositionTask(motor_mode_t mode,
                   SEAT_MOTOR_TASK_WAIT_START : runningState;
     task->targetValueX100 = targetValueX100;
     task->durationMs = durationLimitMs;
+    task->speedPlanDurationMs = planDurationMs;
     task->deadlineMs = 0ul;
     task->speedValuePerSecondX100 = speedValuePerSecondX100;
     task->dutyPercent = dutyPercent;
@@ -490,7 +532,8 @@ void SeatMotorManager_Service(void)
             }
             else if(0ul != task->durationMs)
             {
-                task->deadlineMs = now + task->durationMs;
+                task->deadlineMs = now + task->durationMs +
+                                   task->deadlineGraceMs;
             }
             else
             {
@@ -517,6 +560,7 @@ void SeatMotorManager_Service(void)
                                 task->dutyPercent,
                                 task->speedValuePerSecondX100,
                                 task->durationMs,
+                                task->speedPlanDurationMs,
                                 task->commandSequence,
                                 task->dynamicSpeed,
                                 true,
@@ -643,6 +687,7 @@ bool SeatMotor_MoveAbsoluteDuty(motor_mode_t mode,
                                        dutyPercent,
                                        0ul,
                                        0ul,
+                                       0ul,
                                        commandSequence,
                                        false,
                                        false,
@@ -696,6 +741,7 @@ bool SeatMotor_MoveAbsoluteNormalized(motor_mode_t mode,
                                        dutyPercent,
                                        0ul,
                                        timeoutMs,
+                                       0ul,
                                        commandSequence,
                                        false,
                                        false,
@@ -795,6 +841,7 @@ bool SeatMotor_MoveAbsoluteSpeed(motor_mode_t mode,
                                        0u,
                                        speedValuePerSecondX100,
                                        0ul,
+                                       0ul,
                                        commandSequence,
                                        true,
                                        false,
@@ -879,10 +926,27 @@ bool SeatMotor_MoveAbsoluteInTime(motor_mode_t mode,
                                   uint32_t targetValueX100,
                                   uint32_t durationMs,
                                   uint32_t commandSequence)
+{
+    return SeatMotor_MoveAbsoluteInTimeWithGrace(mode,
+                                                  targetValueX100,
+                                                  durationMs,
+                                                  0ul,
+                                                  commandSequence);
+}
+
+bool SeatMotor_MoveAbsoluteInTimeWithGrace(motor_mode_t mode,
+                                           uint32_t targetValueX100,
+                                           uint32_t durationMs,
+                                           uint32_t deadlineGraceMs,
+                                           uint32_t commandSequence)
 {
     motor_position_info_t info;
     uint32_t travel;
     uint32_t speed;
+    uint32_t speedPlanDurationMs;
+    uint32_t speedPlanExtensionMs;
+    motor_direction_t direction;
+    bool started;
 
     if((0ul == durationMs) ||
        (MOTOR_API_SUCCESS != Motor_GetPositionInfo(mode, &info)) ||
@@ -898,16 +962,94 @@ bool SeatMotor_MoveAbsoluteInTime(motor_mode_t mode,
                                           MOTOR_SPEED_MIN_DUTY_PERCENT,
                                           commandSequence);
     }
-    speed = (uint32_t)((((uint64_t)travel) * 1000ull) / durationMs);
-    return SeatMotor_StartPositionTask(mode,
-                                       targetValueX100,
-                                       0u,
-                                       speed,
-                                       durationMs,
-                                       commandSequence,
-                                       true,
-                                       false,
-                                       SEAT_MOTOR_TASK_POSITION);
+    direction = (targetValueX100 >= info.valueX100) ?
+                MOTOR_DIRECTION_TOWARD_FAR :
+                MOTOR_DIRECTION_TOWARD_NEAR;
+    speedPlanDurationMs = (durationMs > SEAT_MOTOR_TIMED_ARRIVAL_SETTLE_MS) ?
+        (durationMs - SEAT_MOTOR_TIMED_ARRIVAL_SETTLE_MS) : durationMs;
+    speedPlanExtensionMs = SeatMotor_TimedPlanExtensionMs(mode, direction);
+    if(speedPlanExtensionMs > (UINT32_MAX - speedPlanDurationMs))
+    {
+        return false;
+    }
+    speedPlanDurationMs += speedPlanExtensionMs;
+    speed = (uint32_t)
+        ((((uint64_t)travel) * 1000ull) / speedPlanDurationMs);
+    started = SeatMotor_StartPositionTask(mode,
+                                          targetValueX100,
+                                          0u,
+                                          speed,
+                                          durationMs,
+                                          speedPlanDurationMs,
+                                          commandSequence,
+                                          true,
+                                          false,
+                                          SEAT_MOTOR_TASK_POSITION);
+    if(started)
+    {
+        tasks[(uint32_t)mode].deadlineGraceMs = deadlineGraceMs;
+    }
+    return started;
+}
+
+bool SeatMotor_MoveAbsoluteHallDuty(motor_mode_t mode,
+                                    uint32_t targetHallCount,
+                                    uint8_t dutyPercent,
+                                    uint32_t commandSequence)
+{
+    motor_position_info_t info;
+    uint32_t targetValueX100;
+
+    if((MOTOR_API_SUCCESS != Motor_GetPositionInfo(mode, &info)) ||
+       (false == info.positionValid) || (0ul == info.maxHallCount) ||
+       (targetHallCount > info.maxHallCount))
+    {
+        return false;
+    }
+    targetValueX100 = (uint32_t)
+        (((uint64_t)targetHallCount * info.maxValueX100 +
+          (info.maxHallCount / 2ul)) / info.maxHallCount);
+    return SeatMotor_MoveAbsoluteDuty(mode,
+                                      targetValueX100,
+                                      dutyPercent,
+                                      commandSequence);
+}
+
+bool SeatMotor_MoveAbsoluteHallInTime(motor_mode_t mode,
+                                      uint32_t targetHallCount,
+                                      uint32_t durationMs,
+                                      uint32_t commandSequence)
+{
+    return SeatMotor_MoveAbsoluteHallInTimeWithGrace(mode,
+                                                      targetHallCount,
+                                                      durationMs,
+                                                      0ul,
+                                                      commandSequence);
+}
+
+bool SeatMotor_MoveAbsoluteHallInTimeWithGrace(motor_mode_t mode,
+                                               uint32_t targetHallCount,
+                                               uint32_t durationMs,
+                                               uint32_t deadlineGraceMs,
+                                               uint32_t commandSequence)
+{
+    motor_position_info_t info;
+    uint32_t targetValueX100;
+
+    if((MOTOR_API_SUCCESS != Motor_GetPositionInfo(mode, &info)) ||
+       (false == info.positionValid) || (0ul == info.maxHallCount) ||
+       (targetHallCount > info.maxHallCount))
+    {
+        return false;
+    }
+    targetValueX100 = (uint32_t)
+        (((uint64_t)targetHallCount * info.maxValueX100 +
+          (info.maxHallCount / 2ul)) / info.maxHallCount);
+    return SeatMotor_MoveAbsoluteInTimeWithGrace(mode,
+                                                  targetValueX100,
+                                                  durationMs,
+                                                  deadlineGraceMs,
+                                                  commandSequence);
 }
 
 bool SeatMotor_CalibrateRange(motor_mode_t mode,
diff --git a/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.h b/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.h
index 28de407..7b17eb4 100755
--- a/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.h
+++ b/firmware/t2g/Seat_Controller_demo/App/seat_motor_manager.h
@@ -110,6 +110,30 @@ bool SeatMotor_MoveAbsoluteInTime(motor_mode_t mode,
                                   uint32_t targetValueX100,
                                   uint32_t durationMs,
                                   uint32_t commandSequence);
+/* Keep the same speed plan while allowing a bounded scheduler/settling grace
+ * before the manager reports TIMEOUT. */
+bool SeatMotor_MoveAbsoluteInTimeWithGrace(motor_mode_t mode,
+                                           uint32_t targetValueX100,
+                                           uint32_t durationMs,
+                                           uint32_t deadlineGraceMs,
+                                           uint32_t commandSequence);
+
+/* Hall-coordinate variants used by firmware-owned synchronized trajectories.
+ * The target is checked against the live calibrated MaxHall before conversion
+ * to the motor's physical value. */
+bool SeatMotor_MoveAbsoluteHallDuty(motor_mode_t mode,
+                                    uint32_t targetHallCount,
+                                    uint8_t dutyPercent,
+                                    uint32_t commandSequence);
+bool SeatMotor_MoveAbsoluteHallInTime(motor_mode_t mode,
+                                      uint32_t targetHallCount,
+                                      uint32_t durationMs,
+                                      uint32_t commandSequence);
+bool SeatMotor_MoveAbsoluteHallInTimeWithGrace(motor_mode_t mode,
+                                               uint32_t targetHallCount,
+                                               uint32_t durationMs,
+                                               uint32_t deadlineGraceMs,
+                                               uint32_t commandSequence);
 
 /* Range calibration is interruptible by Motor_RequestAbortAllFromIsr(). */
 bool SeatMotor_CalibrateRange(motor_mode_t mode,
diff --git a/firmware/t2g/Seat_Controller_demo/App/seat_move_application.c b/firmware/t2g/Seat_Controller_demo/App/seat_move_application.c
index 0e1f7a4..961666b 100755
--- a/firmware/t2g/Seat_Controller_demo/App/seat_move_application.c
+++ b/firmware/t2g/Seat_Controller_demo/App/seat_move_application.c
@@ -7,6 +7,7 @@
 #include "motor_control.h"
 #include "safety_manager.h"
 #include "seat_controller_thermal.h"
+#include "seat_dynamic_mode.h"
 #include "seat_motor_manager.h"
 #include "seat_move_config.h"
 #include "seat_move_store.h"
@@ -67,7 +68,9 @@ typedef enum
     SEAT_MOVE_OPCODE_CALIBRATE_RANGE = 0x0Au,
     SEAT_MOVE_OPCODE_HOME_KNOWN_RANGE = 0x0Bu,
     SEAT_MOVE_OPCODE_QUERY_STATUS = 0x0Cu,
-    SEAT_MOVE_OPCODE_CLEAR_FAULT = 0x0Du
+    SEAT_MOVE_OPCODE_CLEAR_FAULT = 0x0Du,
+    SEAT_MOVE_OPCODE_START_DYNAMIC_MODE = 0x0Eu,
+    SEAT_MOVE_OPCODE_STOP_DYNAMIC_MODE = 0x0Fu
 } seat_move_opcode_t;
 
 typedef enum
@@ -170,12 +173,14 @@ static uint8_t s_motorPeriodicId = 0u;
 static uint8_t s_diagnosticPeriodicId = 0u;
 static bool s_motorPeriodicPending = false;
 static bool s_diagnosticPeriodicPending = false;
+static bool s_dynamicStatusPending = true;
 static uint8_t s_systemAlive = 0u;
 static uint8_t s_diagnosticAlive[SEAT_MOVE_MOTOR_COUNT];
 static uint32_t s_nextStartMs = 0u;
 static uint32_t s_nextSystemStatusMs = 0u;
 static uint32_t s_nextMotorPollMs = 0u;
 static uint32_t s_nextDiagnosticPollMs = 0u;
+static uint32_t s_nextDynamicStatusMs = 0u;
 
 static bool SeatMove_TimeReached(uint32_t now, uint32_t deadline);
 static bool SeatMove_SequenceNewer(uint16_t candidate, uint16_t reference);
@@ -220,6 +225,7 @@ static bool SeatMove_SendSystemStatus(void);
 static bool SeatMove_SendMotorStatus(uint8_t motor);
 static bool SeatMove_SendDiagnostic(uint8_t motor);
 static bool SeatMove_SendCurrentDiagnostic(uint8_t motor);
+static bool SeatMove_SendDynamicStatus(void);
 static void SeatMove_ServiceFeedback(void);
 
 bool SeatMoveApplication_Init(void)
@@ -233,6 +239,7 @@ bool SeatMoveApplication_Init(void)
     s_storeSavePending = false;
     s_storeSaveNotBeforeMs = 0u;
     SeatMotorManager_Init();
+    SeatDynamicMode_Init();
 
     SeatMoveStore_Init();
     if(SeatMoveStore_IsValid() && SeatMoveStore_IsClean() &&
@@ -254,9 +261,11 @@ bool SeatMoveApplication_Init(void)
     s_nextSystemStatusMs = now;
     s_nextMotorPollMs = now;
     s_nextDiagnosticPollMs = now;
+    s_nextDynamicStatusMs = now;
     s_systemStatusPending = true;
     s_motorStatusPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
     s_diagnosticPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
+    s_dynamicStatusPending = true;
     return true;
 }
 
@@ -273,6 +282,15 @@ void SeatMoveApplication_Service(void)
     {
         uint8_t motor;
 
+        if(SeatDynamicMode_IsActive())
+        {
+            SeatDynamicMode_Stop(g_seatMoveLastSequence);
+            s_storeSavePending = true;
+            s_storeSaveNotBeforeMs =
+                Motor_GetTimeMs() + SEAT_MOVE_STORE_SAVE_DEBOUNCE_MS;
+            s_dynamicStatusPending = true;
+        }
+
         for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
         {
             s_pending[motor].valid = false;
@@ -294,6 +312,7 @@ void SeatMoveApplication_Service(void)
     }
     SeatMove_ServiceDispatcher();
     SeatMotorManager_Service();
+    SeatDynamicMode_Service();
     SeatMove_ServiceStateChanges();
     SeatMove_ServicePersistence();
     SeatMove_ServiceFeedback();
@@ -326,7 +345,9 @@ void Motor_CalibrationServiceHook(void)
 void SeatMoveApplication_StopAll(uint16_t sequence)
 {
     uint8_t logicalMotor;
+    bool dynamicWasActive = SeatDynamicMode_IsActive();
 
+    SeatDynamicMode_Stop(sequence);
     Motor_RequestAbortAllFromIsr(sequence);
     Motor_ServiceAll();
     for(logicalMotor = 0u;
@@ -342,6 +363,13 @@ void SeatMoveApplication_StopAll(uint16_t sequence)
     s_motorStatusPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
     s_diagnosticPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
     s_systemStatusPending = true;
+    s_dynamicStatusPending = true;
+    if(dynamicWasActive)
+    {
+        s_storeSavePending = true;
+        s_storeSaveNotBeforeMs =
+            Motor_GetTimeMs() + SEAT_MOVE_STORE_SAVE_DEBOUNCE_MS;
+    }
 }
 
 static bool SeatMove_TimeReached(uint32_t now, uint32_t deadline)
@@ -479,6 +507,8 @@ static bool SeatMove_ParseCommand(const bsp_seat_move_can_frame_t *frame,
     case SEAT_MOVE_OPCODE_HOME_KNOWN_RANGE:
     case SEAT_MOVE_OPCODE_QUERY_STATUS:
     case SEAT_MOVE_OPCODE_CLEAR_FAULT:
+    case SEAT_MOVE_OPCODE_START_DYNAMIC_MODE:
+    case SEAT_MOVE_OPCODE_STOP_DYNAMIC_MODE:
         break;
     default:
         *reject = SEAT_MOVE_REJECT_BAD_OPCODE;
@@ -501,7 +531,9 @@ static bool SeatMove_ParametersValid(const seat_move_command_t *command,
         *reject = SEAT_MOVE_REJECT_BAD_MOTOR;
         return false;
     }
-    if((command->opcode == SEAT_MOVE_OPCODE_STOP_ALL) &&
+    if(((command->opcode == SEAT_MOVE_OPCODE_STOP_ALL) ||
+        (command->opcode == SEAT_MOVE_OPCODE_START_DYNAMIC_MODE) ||
+        (command->opcode == SEAT_MOVE_OPCODE_STOP_DYNAMIC_MODE)) &&
        (command->motor != 0u))
     {
         *reject = SEAT_MOVE_REJECT_BAD_MOTOR;
@@ -590,6 +622,22 @@ static bool SeatMove_ParametersValid(const seat_move_command_t *command,
             return false;
         }
         break;
+    case SEAT_MOVE_OPCODE_START_DYNAMIC_MODE:
+        if(((command->paramA != SEAT_DYNAMIC_MODE_ROCKING_HORSE) &&
+            (command->paramA != SEAT_DYNAMIC_MODE_CRADLE)) ||
+           (command->paramB != 0u))
+        {
+            *reject = SEAT_MOVE_REJECT_PARAM_RANGE;
+            return false;
+        }
+        break;
+    case SEAT_MOVE_OPCODE_STOP_DYNAMIC_MODE:
+        if((command->paramA != 0u) || (command->paramB != 0u))
+        {
+            *reject = SEAT_MOVE_REJECT_PARAM_RANGE;
+            return false;
+        }
+        break;
     default:
         *reject = SEAT_MOVE_REJECT_BAD_OPCODE;
         return false;
@@ -801,9 +849,27 @@ static void SeatMove_HandleCommand(const bsp_seat_move_can_frame_t *frame)
         g_seatMoveAcceptedCount++;
         return;
     }
+    if(command.opcode == SEAT_MOVE_OPCODE_STOP_DYNAMIC_MODE)
+    {
+        SeatMoveApplication_StopAll(command.sequence);
+        SeatMove_SetResponse(SEAT_MOVE_ACK_ACCEPTED,
+                             SEAT_MOVE_REJECT_NONE,
+                             &command);
+        g_seatMoveAcceptedCount++;
+        return;
+    }
     if(command.opcode == SEAT_MOVE_OPCODE_STOP_MOTOR)
     {
-        SeatMove_StopMotor(command.motor, command.sequence);
+        if(SeatDynamicMode_IsActive())
+        {
+            /* A one-axis stop would invalidate a synchronized trajectory.
+             * Stop the complete dynamic mode instead. */
+            SeatMoveApplication_StopAll(command.sequence);
+        }
+        else
+        {
+            SeatMove_StopMotor(command.motor, command.sequence);
+        }
         SeatMove_SetResponse(SEAT_MOVE_ACK_ACCEPTED,
                              SEAT_MOVE_REJECT_NONE,
                              &command);
@@ -855,6 +921,64 @@ static void SeatMove_HandleCommand(const bsp_seat_move_can_frame_t *frame)
                              &command);
         return;
     }
+    if(command.opcode == SEAT_MOVE_OPCODE_START_DYNAMIC_MODE)
+    {
+        if(SeatDynamicMode_IsActive() || SeatMotorManager_IsAnyActive() ||
+           SeatMove_AnyPending())
+        {
+            g_seatMoveConflictCount++;
+            SeatMove_SetResponse(SEAT_MOVE_ACK_REJECTED,
+                                 SEAT_MOVE_REJECT_BUSY_SAME_MOTOR,
+                                 &command);
+            return;
+        }
+        if(SeatMove_PositionValidMask() != SEAT_MOVE_ACTIVE_MOTOR_MASK)
+        {
+            SeatMove_SetResponse(SEAT_MOVE_ACK_REJECTED,
+                                 SeatMoveStore_HasCorruptRecord() ?
+                                 SEAT_MOVE_REJECT_CAL_DATA_INVALID :
+                                 SEAT_MOVE_REJECT_POSITION_INVALID,
+                                 &command);
+            return;
+        }
+        SafetyManager_KickWatchdog();
+        if(!SeatMoveStore_MarkMovementStarted())
+        {
+            SafetyManager_LatchFault(SAFETY_FAULT_CONFIG_STORE);
+            SeatMove_SetResponse(SEAT_MOVE_ACK_REJECTED,
+                                 SEAT_MOVE_REJECT_INTERNAL_ERROR,
+                                 &command);
+            return;
+        }
+        s_storeSavePending = true;
+        s_storeSaveNotBeforeMs =
+            Motor_GetTimeMs() + SEAT_MOVE_STORE_SAVE_DEBOUNCE_MS;
+        if(!SeatDynamicMode_Start((uint8_t)command.paramA,
+                                  command.sequence))
+        {
+            SeatMove_SetResponse(SEAT_MOVE_ACK_REJECTED,
+                                 SEAT_MOVE_REJECT_INTERNAL_ERROR,
+                                 &command);
+            s_dynamicStatusPending = true;
+            return;
+        }
+        s_motorStatusPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
+        s_diagnosticPendingMask = SEAT_MOVE_ACTIVE_MOTOR_MASK;
+        s_dynamicStatusPending = true;
+        SeatMove_SetResponse(SEAT_MOVE_ACK_ACCEPTED,
+                             SEAT_MOVE_REJECT_NONE,
+                             &command);
+        g_seatMoveAcceptedCount++;
+        return;
+    }
+    if(SeatDynamicMode_IsActive())
+    {
+        g_seatMoveConflictCount++;
+        SeatMove_SetResponse(SEAT_MOVE_ACK_REJECTED,
+                             SEAT_MOVE_REJECT_BUSY_SAME_MOTOR,
+                             &command);
+        return;
+    }
     if(SeatMove_IsPositionCommand(command.opcode))
     {
         if(!SeatMove_GetStatus(command.motor, &status))
@@ -1069,6 +1193,14 @@ static void SeatMove_ServicePersistence(void)
         return;
     }
 
+    /* A continuously cycling dynamic mode must not commit Work Flash at each
+     * hold or phase boundary.  The dirty record remains authoritative until
+     * STOP_ALL/STOP_DYNAMIC_MODE and one final settled save. */
+    if(SeatDynamicMode_IsActive())
+    {
+        return;
+    }
+
     now = Motor_GetTimeMs();
     if(SeatMove_AnyPending() || SeatMotorManager_IsAnyActive() ||
        SeatMove_AnyPhysicalMotorMoving())
@@ -1166,8 +1298,11 @@ static uint8_t SeatMove_MapTaskResult(const seat_motor_status_t *status)
 
 static uint8_t SeatMove_SystemState(void)
 {
+    seat_dynamic_mode_status_t dynamicStatus;
     uint8_t activeMask = SeatMove_ActiveMask();
     uint8_t faultedMask = SeatMove_FaultedMask();
+    bool dynamicFault = SeatDynamicMode_GetStatus(&dynamicStatus) &&
+                        (dynamicStatus.state == SEAT_DYNAMIC_STATE_FAULT);
 
     if(SafetyManager_IsInhibited())
     {
@@ -1178,12 +1313,12 @@ static uint8_t SeatMove_SystemState(void)
     {
         return SEAT_MOVE_SYSTEM_CALIBRATION;
     }
-    if((faultedMask != 0u) ||
+    if((faultedMask != 0u) || dynamicFault ||
        (SafetyManager_GetFault() != SAFETY_FAULT_NONE))
     {
         return SEAT_MOVE_SYSTEM_FAULT;
     }
-    if(activeMask != 0u)
+    if((activeMask != 0u) || SeatDynamicMode_IsActive())
     {
         return SEAT_MOVE_SYSTEM_ACTIVE;
     }
@@ -1192,11 +1327,15 @@ static uint8_t SeatMove_SystemState(void)
 
 static bool SeatMove_SendSystemStatus(void)
 {
+    seat_dynamic_mode_status_t dynamicStatus;
     uint8_t activeMask = SeatMove_ActiveMask();
     uint8_t faultedMask = SeatMove_FaultedMask();
     uint8_t positionValidMask = SeatMove_PositionValidMask();
     bool calibrationBusy = SeatMove_CalibrationBusy();
-    bool faultSummary = (faultedMask != 0u) ||
+    bool dynamicStatusValid = SeatDynamicMode_GetStatus(&dynamicStatus);
+    bool dynamicFault = dynamicStatusValid &&
+                        (dynamicStatus.state == SEAT_DYNAMIC_STATE_FAULT);
+    bool faultSummary = (faultedMask != 0u) || dynamicFault ||
                         (SafetyManager_GetFault() != SAFETY_FAULT_NONE) ||
                         SeatMoveStore_HasCorruptRecord();
     uint8_t byte0 = (uint8_t)((g_seatMoveAck & 0x0Fu) |
@@ -1205,6 +1344,7 @@ static bool SeatMove_SendSystemStatus(void)
     uint8_t byte4 = g_seatMoveLastOpcode;
     uint8_t byte5 = (uint8_t)((activeMask & 0x0Fu) |
         (SafetyManager_IsInhibited() ? 0x10u : 0u) |
+        (SeatDynamicMode_IsActive() ? 0x20u : 0u) |
         (calibrationBusy ? 0x40u : 0u) |
         (faultSummary ? 0x80u : 0u));
     uint8_t byte6 = (uint8_t)((faultedMask & 0x0Fu) |
@@ -1304,7 +1444,9 @@ static bool SeatMove_SendDiagnostic(uint8_t motor)
                 UINT16_MAX : (uint16_t)status.hallCount;
     maxHallCount = (status.maxHallCount > UINT16_MAX) ?
                    UINT16_MAX : (uint16_t)status.maxHallCount;
-    speedRaw = (status.hallSpeedPpsX100 + 100u) / 200u;
+    /* 0x303 B6 is specified as 0.5 pulse/s per LSB.  hallSpeed is x100,
+     * therefore divide by 50 (with half-up rounding), not by 200. */
+    speedRaw = (status.hallSpeedPpsX100 + 25u) / 50u;
     if(speedRaw > UINT8_MAX)
     {
         speedRaw = UINT8_MAX;
@@ -1363,6 +1505,27 @@ static bool SeatMove_SendCurrentDiagnostic(uint8_t motor)
                                data1);
 }
 
+static bool SeatMove_SendDynamicStatus(void)
+{
+    seat_dynamic_mode_status_t status;
+    uint32_t data0;
+    uint32_t data1;
+
+    if(!SeatDynamicMode_GetStatus(&status))
+    {
+        return false;
+    }
+    data0 = (uint32_t)status.modeId |
+            ((uint32_t)status.state << 8u) |
+            ((uint32_t)status.phase << 16u) |
+            ((uint32_t)status.activeMask << 24u);
+    data1 = (uint32_t)status.cycleIndex |
+            ((uint32_t)status.phaseElapsedMs << 16u);
+    return BspSeatMoveCan_Send(SEAT_MOVE_CAN_DYNAMIC_STATUS_ID,
+                               data0,
+                               data1);
+}
+
 static void SeatMove_ServiceFeedback(void)
 {
     uint32_t now = Motor_GetTimeMs();
@@ -1373,6 +1536,11 @@ static void SeatMove_ServiceFeedback(void)
         s_systemStatusPending = true;
         s_nextSystemStatusMs = now + SEAT_MOVE_SYSTEM_STATUS_PERIOD_MS;
     }
+    if(SeatMove_TimeReached(now, s_nextDynamicStatusMs))
+    {
+        s_dynamicStatusPending = true;
+        s_nextDynamicStatusMs = now + SEAT_MOVE_DYNAMIC_STATUS_PERIOD_MS;
+    }
     if(!s_motorPeriodicPending &&
        SeatMove_TimeReached(now, s_nextMotorPollMs))
     {
@@ -1408,6 +1576,19 @@ static void SeatMove_ServiceFeedback(void)
         }
         return;
     }
+    if(s_dynamicStatusPending)
+    {
+        if(SeatMove_SendDynamicStatus())
+        {
+            s_dynamicStatusPending = false;
+            g_seatMoveFeedbackTxCount++;
+        }
+        else
+        {
+            g_seatMoveFeedbackTxFailureCount++;
+        }
+        return;
+    }
     for(motor = 0u; motor < SEAT_MOVE_MOTOR_COUNT; motor++)
     {
         uint8_t bit = (uint8_t)(1u << motor);
diff --git a/firmware/t2g/Seat_Controller_demo/Config/seat_dynamic_mode_config.h b/firmware/t2g/Seat_Controller_demo/Config/seat_dynamic_mode_config.h
new file mode 100644
index 0000000..8fbceb8
--- /dev/null
+++ b/firmware/t2g/Seat_Controller_demo/Config/seat_dynamic_mode_config.h
@@ -0,0 +1,55 @@
+#ifndef SEAT_DYNAMIC_MODE_CONFIG_H
+#define SEAT_DYNAMIC_MODE_CONFIG_H
+
+/* Rocking-horse tuning for the connected N7 passenger seat.
+ *
+ * M0/M1/M2/M3 are longitudinal, cushion tilt, backrest and legrest.  Keep all
+ * Hall targets inside the calibrated ranges before building for another seat.
+ * The centre pose and two symmetric endpoints are deliberately separated from
+ * the mechanical endpoints.  M1 uses a 120-Hall peak-to-peak stroke (about
+ * 18 mm of the calibrated vertical component) so the rider can feel a real
+ * rise/fall instead of only a backrest pitch.  M0 uses a 100-Hall stroke at
+ * 90% duty to overcome the opposing horizontal component created by that
+ * diagonal M1 stroke.  This file is the ECU-side customization
+ * point; config/modes/vehicles/denza_n7/rocking_horse.yaml mirrors these values
+ * for the long-term mode library and frontend.
+ */
+#define SEAT_DYNAMIC_HORSE_ENTRY_M0_HALL              (320u)
+#define SEAT_DYNAMIC_HORSE_ENTRY_M1_HALL              (190u)
+#define SEAT_DYNAMIC_HORSE_ENTRY_M2_HALL              (500u)
+#define SEAT_DYNAMIC_HORSE_ENTRY_M3_HALL              (430u)
+
+#define SEAT_DYNAMIC_HORSE_FORWARD_M0_HALL            (270u)
+#define SEAT_DYNAMIC_HORSE_FORWARD_M1_HALL            (250u)
+#define SEAT_DYNAMIC_HORSE_FORWARD_M2_HALL            (460u)
+#define SEAT_DYNAMIC_HORSE_FORWARD_M3_HALL            (400u)
+
+#define SEAT_DYNAMIC_HORSE_BACKWARD_M0_HALL           (370u)
+#define SEAT_DYNAMIC_HORSE_BACKWARD_M1_HALL           (130u)
+#define SEAT_DYNAMIC_HORSE_BACKWARD_M2_HALL           (540u)
+#define SEAT_DYNAMIC_HORSE_BACKWARD_M3_HALL           (460u)
+
+#define SEAT_DYNAMIC_HORSE_M0_DUTY_PERCENT             (90u)
+#define SEAT_DYNAMIC_HORSE_M1_DUTY_PERCENT             (90u)
+#define SEAT_DYNAMIC_HORSE_M2_DUTY_PERCENT             (90u)
+#define SEAT_DYNAMIC_HORSE_M3_DUTY_PERCENT             (50u)
+#define SEAT_DYNAMIC_HORSE_FINAL_DUTY_PERCENT          (50u)
+#define SEAT_DYNAMIC_HORSE_RENDEZVOUS_PULSES            (8u)
+#define SEAT_DYNAMIC_HORSE_PHASE_TIMEOUT_MS          (15000u)
+
+#if ((SEAT_DYNAMIC_HORSE_ENTRY_M0_HALL > 480u) || \
+     (SEAT_DYNAMIC_HORSE_FORWARD_M0_HALL > 480u) || \
+     (SEAT_DYNAMIC_HORSE_BACKWARD_M0_HALL > 480u) || \
+     (SEAT_DYNAMIC_HORSE_ENTRY_M1_HALL > 374u) || \
+     (SEAT_DYNAMIC_HORSE_FORWARD_M1_HALL > 374u) || \
+     (SEAT_DYNAMIC_HORSE_BACKWARD_M1_HALL > 374u) || \
+     (SEAT_DYNAMIC_HORSE_ENTRY_M2_HALL > 917u) || \
+     (SEAT_DYNAMIC_HORSE_FORWARD_M2_HALL > 917u) || \
+     (SEAT_DYNAMIC_HORSE_BACKWARD_M2_HALL > 917u) || \
+     (SEAT_DYNAMIC_HORSE_ENTRY_M3_HALL > 647u) || \
+     (SEAT_DYNAMIC_HORSE_FORWARD_M3_HALL > 647u) || \
+     (SEAT_DYNAMIC_HORSE_BACKWARD_M3_HALL > 647u))
+#error "Rocking-horse Hall targets exceed the nominal N7 calibrated ranges."
+#endif
+
+#endif /* SEAT_DYNAMIC_MODE_CONFIG_H */
diff --git a/firmware/t2g/Seat_Controller_demo/Config/seat_move_config.h b/firmware/t2g/Seat_Controller_demo/Config/seat_move_config.h
index a7a73b2..fc5591e 100755
--- a/firmware/t2g/Seat_Controller_demo/Config/seat_move_config.h
+++ b/firmware/t2g/Seat_Controller_demo/Config/seat_move_config.h
@@ -67,14 +67,25 @@
 #define SEAT_MOVE_CAN_PROTOCOL_VERSION           (1u)
 /* Repository image identity carried by 0x301 byte 7 high nibble.  Increment
  * whenever a host-visible safety or motion fix requires automatic reflash. */
-#define SEAT_MOVE_FIRMWARE_REVISION               (6u)
+#define SEAT_MOVE_FIRMWARE_REVISION              (13u)
 
 #define SEAT_MOVE_CAN_COMMAND_ID                 (0x300u)
 #define SEAT_MOVE_CAN_SYSTEM_STATUS_ID           (0x301u)
 #define SEAT_MOVE_CAN_MOTOR_STATUS_ID            (0x302u)
 #define SEAT_MOVE_CAN_DIAGNOSTIC_ID              (0x303u)
 #define SEAT_MOVE_CAN_CURRENT_DIAGNOSTIC_ID      (0x304u)
+#define SEAT_MOVE_CAN_DYNAMIC_STATUS_ID           (0x306u)
 #define SEAT_MOVE_SYSTEM_STATUS_PERIOD_MS        (100u)
+#define SEAT_MOVE_DYNAMIC_STATUS_PERIOD_MS       (100u)
+/* Native dynamic modes are bounded independently of the host process.  The
+ * ECU keeps cycling after the start ACK, but always stops after ten minutes
+ * if no STOP_DYNAMIC/STOP_ALL command arrives. */
+#define SEAT_MOVE_DYNAMIC_MAX_RUNTIME_MS       (600000u)
+/* The phase duration is the requested synchronized-arrival target.  A loaded
+ * bench axis may be physically slower (notably M2 for the 472-pulse breathing
+ * stroke), so normal Hall progress may continue through this bounded grace
+ * window.  Stall/no-motion and driver-fault protections remain immediate. */
+#define SEAT_MOVE_DYNAMIC_ARRIVAL_GRACE_MS       (30000u)
 #define SEAT_MOVE_MOTOR_STATUS_POLL_MS            (25u)
 /* One motor is emitted per poll; 25 ms gives each axis a 100 ms 0x303/0x304
  * update period and captures the 200 ms high-current confirmation window. */
@@ -148,7 +159,8 @@
      (SEAT_MOVE_CAN_SYSTEM_STATUS_ID > 0x7FFu) || \
      (SEAT_MOVE_CAN_MOTOR_STATUS_ID > 0x7FFu) || \
      (SEAT_MOVE_CAN_DIAGNOSTIC_ID > 0x7FFu) || \
-     (SEAT_MOVE_CAN_CURRENT_DIAGNOSTIC_ID > 0x7FFu))
+     (SEAT_MOVE_CAN_CURRENT_DIAGNOSTIC_ID > 0x7FFu) || \
+     (SEAT_MOVE_CAN_DYNAMIC_STATUS_ID > 0x7FFu))
 #error "Seat movement CAN identifiers must be 11-bit standard IDs."
 #endif
 
diff --git a/firmware/t2g/Seat_Controller_demo/Docs/README_Seat_Controller_demo.md b/firmware/t2g/Seat_Controller_demo/Docs/README_Seat_Controller_demo.md
index d3f9862..3cbae29 100755
--- a/firmware/t2g/Seat_Controller_demo/Docs/README_Seat_Controller_demo.md
+++ b/firmware/t2g/Seat_Controller_demo/Docs/README_Seat_Controller_demo.md
@@ -1,6 +1,6 @@
 # Seat_Controller_demo
 
-`Seat_Controller_demo` 是 `CYT4BFBCJE` / `CY_MCU_rev_d` / Cortex-M0+ Flash 的单板统一座椅控制器工程，集成座椅通风、靠背加热和四电机移动。SDL 公共源码未修改，应用配置和功能代码均位于本工程目录。
+`Seat_Controller_demo` 是 `CYT4BFBCJE` / `CY_MCU_rev_d` / Cortex-M0+ Flash 的单板统一座椅控制器工程，集成座椅通风、靠背加热、四电机移动和两个原生连续循环动态模式。动态模式收到停止/全停命令或启动累计10分钟时终止。SDL 公共源码未修改，应用配置和功能代码均位于本工程目录。
 
 ## 单板资源
 
@@ -22,8 +22,9 @@
 - TX `0x301/0x302/0x303`：移动 ACK、状态和 Hall 诊断。
 - TX `0x304`：四轴电流诊断；B0 MotorID，B1 bits0..4依次为采样有效/零点有效/高电流/低Hall/标定中，B2..3 ADC raw，B4..5停止态零点raw，B6..7该轴堵转电流差值阈值raw。
 - TX `0x305`：热管理电流诊断；B0采样有效标志，B1输出状态，B2..3通风电流raw，B4..5靠背加热电流raw，B6/B7为两路ADC累计错误计数（饱和到255）。
+- TX `0x306`：100 ms动态模式状态；ModeID、状态、阶段、四轴ActiveMask、循环序号和阶段已运行毫秒数。
 
-CAN 为 500 kbit/s、经典标准帧、11-bit ID、DLC 8。移动协议版本为 1；支持 `MOVE_ABSOLUTE`、`MOVE_RELATIVE`、`MOVE_TIMED`、`STOP_MOTOR`、`STOP_ALL`、`CALIBRATE_RANGE`、`HOME_KNOWN_RANGE`、`QUERY_STATUS` 和 `CLEAR_FAULT`。四轴定义及完整字节布局见 `Docs/outputs/seat_move_four_motor_20260724/座椅四电机移动功能CAN矩阵表.xlsx`。
+CAN 为 500 kbit/s、经典标准帧、11-bit ID、DLC 8。移动协议版本为 1；支持 `MOVE_ABSOLUTE`、`MOVE_RELATIVE`、`MOVE_TIMED`、`STOP_MOTOR`、`STOP_ALL`、`CALIBRATE_RANGE`、`HOME_KNOWN_RANGE`、`QUERY_STATUS`、`CLEAR_FAULT`、`START_DYNAMIC_MODE(0x0E)` 和 `STOP_DYNAMIC_MODE(0x0F)`。ModeID 1为木马模式，ModeID 2为动态摇篮；两者均按目标到位连续循环。四轴定义及完整字节布局见 `Docs/outputs/seat_move_four_motor_20260724/座椅四电机移动功能CAN矩阵表.xlsx`。
 
 2026-07-30 四个独立量程入口已验证 CAN MotorID 与板级物理 Mode 同号映射：M0/physical0 水平前后、M1/physical1 坐盆上下、M2/physical2 靠背前后、M3/physical3 腿托上下。首次测试仍须目视确认没有错误执行机构动作。
 
@@ -46,6 +47,7 @@ CAN 为 500 kbit/s、经典标准帧、11-bit ID、DLC 8。移动协议版本为
 - 四轴分别具有启动宽限（M0/M1/M2=1 s，M3=2 s）。普通移动仅在“500 ms Hall双边沿窗口不超过2个边沿”且“相对停止态零点的轴电流超过独立阈值并持续200 ms”同时成立时报告 `STALL`；低Hall但电流低或采样过期时不误报堵转，连续5 s无运动后关断并报告 `TIMEOUT`。
 - 真实台架诊断必须同时保存命令期间的 `0x304` 电流峰值和 `0x303` Hall 变化：高电流且无 Hall 表示机械阻塞或 Hall 公共参考异常，低电流且双向无 Hall 更符合驱动桥、连接器、电机线束或 Hall 地线开路。2026-08-01 的 M0/M1/M2 异常最终定位为 Hall 地线断开；2026-08-02 恢复接线后完整 33 条自动 HIL 全部通过。不得靠提高 Duty、阈值或超时掩盖同类线路问题。
 - 四轴普通绝对/相对移动默认使用90% PWM占空比；堵转电流差值阈值在重新带载标定前统一使用500 raw保守默认值，优先避免正常运动误报。PWM软件上限保持95%。
+- 动态模式按Hall目标和阶段时长做低速位置进度闭环；四轴同步启动，在相位边界以±3 Hall判定到位后统一停止再切换。任何轴不能在阶段宽限内到位时全停并通过`0x306`报告FAULT。
 - 位置任务因端点/堵转事件停止时，若最终Hall已进入目标±2脉冲范围则按到位完成；底层LastEvent仍由`0x303`保留用于诊断。超过该范围的STALL/TIMEOUT仍按失败处理。
 - `HOME_KNOWN_RANGE`/全量标定的寻端语义与普通移动分离。端点要求500 ms内Hall双边沿为0，避免慢速移动仅有下降沿时被误判为端点；已知量程归零若第一次寻近端少于4个真实Hall边沿，会先向远端验证至少4个双边沿再重新寻近端，并校验回程与离端边沿数（允许1边沿误差），禁止把电机未启动直接清零。无法证明往返运动时归零失败并使PositionValid失效。位置和量程仍按Hall上升沿计数。
 - `STOP_ALL` 不受旧 Sequence 限制；CAN RX ISR 先立即终止四路 PWM，因此也能打断阻塞式全行程标定，主流程随后完成 ACK 和 Sequence 重同步。
@@ -70,5 +72,18 @@ CAN 为 500 kbit/s、经典标准帧、11-bit ID、DLC 8。移动协议版本为
 - `Tests/manual_hil/05_seat_function_bridge.py`：在ZCANPRO内运行的CAN桥接。
 - `Tests/manual_hil/run_seat_function_gui.bat`：Windows选择界面，从仓库根目录 `座椅功能模式配置表.xlsx` 连续动态读取当前11种模式/12个场景，显示物理目标、重算Hall、CAN结果并保存人工观察；小憩模式为单场景，并包含新增“小腿解压悬浮模式”。
 - `Tests/manual_hil/02_power_memory.py` 默认只做正常掉电恢复；`03_protection_faults.py` 默认只做无需注入设备的协议保护。
+- `Tests/manual_hil/07_dynamic_modes.py`：revision 13原生动态模式HIL。验证带水平耦合补偿的木马模式和动态摇篮的完整阶段顺序、精确Hall目标、四轴全程联动、自动跨周期和停止；ECU另有600 s硬截止。
+
+2026-08-04已验证公共动态运行时的自动续环、循环中停止，以及单次连续运行600.024 s后的ECU安全截止；任何轴堵转、无运动或驱动故障仍会保持全停，固件不绕过底层保护。
+
+同日revision 9在M1执行已知量程回近端后通过重新设计的摇篮实测：Step 1→2启动/到位离散0.077/0.338 s，Step 2→3为0.079/0.495 s，全部目标在±3 Hall内，CycleIndex自动进入1，下一轮四轴启动离散0.082 s，停止后`0x306`全零。
+
+同日revision 10删除M1延迟追赶：正向/返回水平与靠背约走25%时，坐盆已走44.0%/39.0%；四轴启动离散0.070/0.050 s、到位离散0.342/0.339 s，下一轮启动离散0.051 s。四轴从阶段开始全程联动，停止后`0x306`全零。
+
+同日revision 11用木马模式替换旧ModeID 1轨迹。木马在前俯`[290,220,460,400]`和后仰`[350,160,540,460]`间连续往复；稳态前俯/后仰启动离散0.080/0.079 s，到位离散0.234/0.232 s，水平到25%时坐盆已达41.7%/36.7%，完整周期约9.0 s。目标、自动续环和停止全零均PASS，配置见`Config/seat_dynamic_mode_config.h`。
+
+同日revision 12将坐盆目标扩大到`250↔130` Hall并把M1巡航占空比提升为90%，坐盆峰峰垂直分量约18 mm。稳态前俯/后仰启动离散0.054/0.081 s，到位离散0.389/0.182 s，水平到25%时坐盆已达46.6%/35.8%，完整周期约9.2 s；无FAULT、目标、自动续环和停止全零均PASS。
+
+同日revision 13将M0水平目标扩大到`270↔370` Hall并把巡航Duty提升为90%，用100 Hall峰峰行程补偿M1斜向运动。实测水平峰峰行程约43.1 mm、估算净水平摆幅约26.7 mm；稳态前俯/后仰启动离散0.077/0.052 s，到位离散0.337/0.182 s，四轴巡航持续推进、无FAULT、目标、自动续环和停止全零均PASS。
 
 本轮不执行 `01_calibration_position.py` 或 `04_waveform_full_function.py`，两者均已设置归档保护。具体顺序和日志回传要求见 `Tests/manual_hil/README_CN.md`。
diff --git a/firmware/t2g/Seat_Controller_demo/Docs/座椅控制器_CAN_测试规范.md b/firmware/t2g/Seat_Controller_demo/Docs/座椅控制器_CAN_测试规范.md
index a94609f..d2939fd 100644
--- a/firmware/t2g/Seat_Controller_demo/Docs/座椅控制器_CAN_测试规范.md
+++ b/firmware/t2g/Seat_Controller_demo/Docs/座椅控制器_CAN_测试规范.md
@@ -1,13 +1,13 @@
 # 座椅控制器 CAN/HIL 测试规范
 
-版本：2.3（2026-07-30）  
+版本：3.0（2026-08-03）
 对象：`Seat_Controller_demo`、`量程测试脚本`  
 MCU：CYT4BFBCJE / CY_MCU_rev_d / Cortex-M0+ Flash  
 总线：Classic CAN，11-bit 标准帧，500 kbit/s，DLC=8，Intel/Little-endian
 
 ## 1. 目的与范围
 
-本规范用于验证统一控制器的座椅通风、靠背加热、四轴移动、自动标定、反馈周期和安全停机。测试分为静态构建、无机械动作 CAN 检查、单轴低风险动作、多轴并发、全行程标定和故障注入。未经安全确认不得直接跳到多轴或标定阶段。
+本规范用于验证统一控制器的座椅通风、靠背加热、四轴移动、原生动态模式、自动标定、反馈周期和安全停机。测试分为静态构建、无机械动作 CAN 检查、单轴低风险动作、多轴并发、动态时序、全行程标定和故障注入。未经安全确认不得直接跳到多轴、动态模式或标定阶段。
 
 配套文件：
 
@@ -66,20 +66,32 @@ Byte0=Opcode；Byte1=`0x10 | MotorID | (Direction<<2)`；Byte2..3=Sequence；Byt
 | `0B` | 已知量程回最近端 | `0x4B52` | 最近端寻找10～600 s |
 | `0C` | 查询状态 | 0 | 0 |
 | `0D` | 清故障 | `0xC33C` | 0 |
+| `0E` | 启动原生动态模式 | ModeID：1木马模式、2动态摇篮 | 0 |
+| `0F` | 停止原生动态模式 | 0 | 0 |
 
 ### 3.3 移动反馈
 
-- `0x301`：Byte0 低半字节 ACK、高半字节 SystemState；Byte1 RejectReason；Byte2..3 Sequence；Byte4 Opcode；Byte5 ActiveMask/抑制/标定/故障；Byte6 FaultedMask/PositionValidMask；Byte7 低半字节 Alive、高半字节 FirmwareRevision（当前为 2）。
+- `0x301`：Byte0 低半字节 ACK、高半字节 SystemState；Byte1 RejectReason；Byte2..3 Sequence；Byte4 Opcode；Byte5 ActiveMask/抑制/动态/标定/故障；Byte6 FaultedMask/PositionValidMask；Byte7 低半字节 Alive、高半字节 FirmwareRevision（当前为 13）。
 - `0x302`：Byte0 MotorID；Byte1 TaskState/Result；Byte2 方向、Active、PositionValid、端点、堵转和驱动故障；Byte3..4 Sequence；Byte5..6 归一化位置；Byte7 驱动等级。
 - `0x303`：Byte0 MotorID；Byte1 LastEvent/FaultFlags；Byte2..3 HallCount；Byte4..5 MaxHallCount；Byte6 Hall速度（0.5 pulse/s/LSB）；Byte7 Retry/Alive。
+- `0x306`：原生动态模式状态，周期100 ms；Byte0 ModeID，Byte1 State（0 IDLE、1 ENTRY、2 RUNNING、3 FAULT），Byte2 Phase（1 ENTRY、2 HORSE_FORWARD、3 HORSE_BACKWARD、5 CRADLE_FORWARD、6 CRADLE_RETURN；4保留），Byte3低半字节ActiveMask、高半字节FaultMask，Byte4..5 CycleIndex，Byte6..7 PhaseElapsedMs。
 
-ACK：0 NONE、1 ACCEPTED、2 REJECTED、3 DUPLICATE、4 STOP_ALL_ACCEPTED。RejectReason 与 TaskState/Result 以移动矩阵“枚举定义”页为准。`0x301` Byte5 bit5 当前固定为0，预留给未来通信监控。
+ACK：0 NONE、1 ACCEPTED、2 REJECTED、3 DUPLICATE、4 STOP_ALL_ACCEPTED。RejectReason 与 TaskState/Result 以移动矩阵“枚举定义”页为准。`0x301` Byte5 bit5 表示原生动态模式正在执行。
 
 RejectReason：0 NONE、1 BAD_DLC、2 BAD_VERSION、3 BAD_OPCODE、4 BAD_MOTOR、5 BAD_DIRECTION、6 PARAM_RANGE、7 POSITION_INVALID、8 SEQUENCE_OLD、9 BUSY_SAME_MOTOR、10 INTERLOCK、11 FAULT_ACTIVE、12 SERVICE_MODE_REQUIRED、13 CAL_DATA_INVALID、14 INTERNAL_ERROR。
 
 TaskState：0 IDLE、1 ACCEPTED、2 POSITION_RUN、3 TIMED_RUN、4 CALIBRATION、5 STOPPING、6 COMPLETE、7 FAULT。Result：0 NONE、1 RUNNING、2 OK、3 STOPPED_BY_CMD、4 ENDPOINT_REACHED、5 STALL、6 TIMEOUT、7 DRIVER_FAULT、8 HALL_FAULT、9 INVALID_CMD、10 INTERLOCKED、11 CALIBRATION_FAILED。
 
-### 3.4 本地位置记忆（SMV8）
+### 3.4 原生动态模式时序
+
+- ModeID 1“木马模式”revision 13：入口 Hall `[320,190,500,430]`；向前俯摆到`[270,250,460,400]`，再向后仰摆到`[370,130,540,460]`，随后在两个端点间连续往复。M1峰峰行程120 Hall；M0峰峰行程100 Hall，以更大的水平速度和行程补偿M1斜向运动；每阶段先到目标前8 Hall会合，再以50% Duty完成等距末段，单段15 s仅作为无到位安全上限。
+- ModeID 2“动态摇篮”revision 13：Step 1入口 Hall `[391,140,405,404]`；Step 1→Step 2四轴从阶段开始全程联动并以位置会合方式到`[246,281,701,494]`；Step 2→Step 3同步返回`[391,140,405,404]`。阶段完成条件是四轴全部目标到位，不再声明或等待固定30 s，也不允许任一轴延迟到末段追赶。
+- 两种模式的每个运动阶段均在同一调度批次启动四轴；木马巡航占空比M0/M1/M2/M3为90/90/90/50%，动态摇篮为50/50/90/50%，到会合点后再同步执行等距末段。起动与到位离散均要求不大于1.0 s。
+- Step 3与下一轮Step 1的坐标完全相同，因此该边界物理位移为0；ECU原子递增CycleIndex并立即同步启动下一轮Step 1→Step 2，不伪造一次零位移电机启动。
+- 四轴命令同时启动，动态目标容差为±3 Hall。底层5 s无运动、堵转、驱动故障和最终到位超时仍会立即或在其既定保护时间内全停，并令`0x306.State=FAULT`。
+- `STOP_DYNAMIC(0x0F)`和`STOP_ALL(0x09)`都必须终止循环；未收到停止指令时，ECU从启动命令起累计600 s后自动执行同等安全停止。正常或到时停止后`0x306`回到全零IDLE。
+
+### 3.5 本地位置记忆（SMV8）
 
 - 两个128-byte Work Flash 小扇区交替保存，记录含 Magic/Version、单调 Sequence、Clean标志、四轴绝对 Hall、MaxHall、最大速度、累计 Hall 上升沿、物理绝对量、PositionValid 和 CRC32。
 - 每个动作命令真正启动前先写入较新 dirty 记录；写完才允许 PWM 启动。若此时掉电，新记录阻止旧 clean 位置被恢复。
@@ -109,7 +121,8 @@ TaskState：0 IDLE、1 ACCEPTED、2 POSITION_RUN、3 TIMED_RUN、4 CALIBRATION
 5. 每轴 300～500 ms 正反向点动并目视签字确认映射。
 6. 单轴定时、同轴换向、单轴停止和四轴并发互不干涉。
 7. 已知量程回最近端、每次移动结束保存、正常掉电恢复、运动中掉电失效及恢复、绝对/相对位置精度。
-8. 堵转、驱动故障、CAN bus-off、C-SPY 结束和看门狗路径。
+8. `07_dynamic_modes.py`：完整验证两个原生动态模式的命令ACK、0x306阶段顺序、阶段时长、四轴启动/到位离散度、自动跨周期和停止。
+9. 堵转、驱动故障、CAN bus-off、C-SPY 结束和看门狗路径。
 
 每个阶段开始前先发送全停，结束后再次发送全停。任何实物动作与预期不符时停止后续用例。
 
@@ -152,7 +165,20 @@ TaskState：0 IDLE、1 ACCEPTED、2 POSITION_RUN、3 TIMED_RUN、4 CALIBRATION
 - 重复帧只返回 DUPLICATE，不产生第二次动作；旧 Sequence 拒绝且输出不变；旧 Sequence 的 STOP_ALL 仍必须执行。
 - 未标定时绝对/相对位置命令拒绝，CurrentPosition=`0xFFFF`；定时命令仍可用。
 
-### 6.4 标定与位置
+### 6.4 动态模式
+
+- 动态摇篮revision 13不使用固定30 s/60 s完成条件；Step 1→2和Step 2→3只在四轴全部进入±3 Hall目标带后切换，单段保护上限30 s。四轴启动离散度和最终到位离散度均不大于1.0 s；水平与靠背均达到25%行程时，坐盆归一化进度必须不小于15%，用于阻止末段追赶回归。
+- 木马模式不设置停驻阶段；前俯与后仰只在四轴全部进入±3 Hall目标带后反向，单段保护上限15 s。入口只用于建立中间姿态，验收必须额外观察至少一个后仰→前俯→后仰的完整稳态循环。
+- 台架轴在标称时间尚未到位时，只有Hall正常进展且在30 s窗口内到达精确目标才可继续循环；不得虚报到位或省略目标。无Hall进展、堵转、驱动故障或超过窗口必须进入FAULT并全停。
+- 2026-08-04已验证公共动态运行时单次连续运行600.024 s后自动回到全零IDLE且无FAULT；循环中`STOP_DYNAMIC(0x0F)`也可立即安全停止。该公共安全逻辑由两个当前模式共用。
+- 当前台架动态摇篮在向前收拢时由M1坐盆轴触发STALL；`0x306`故障位为`0x2`。独立单轴90%固定占空比复测同样在约45.2%（Hall约169）失速，无法到达75%（281 pulse）目标，证明阻断点不在动态调度。修复机构卡滞、负载、供电/驱动或Hall问题前，不得屏蔽堵转保护、降低需求目标或伪造循环PASS。
+- 2026-08-04 revision 9重新设计并先执行M1已知量程回近端：Hall 169连续回到0，Near/PositionValid有效且MaxHall保持374。随后Step 1→2实测17.329 s，四轴启动/到位离散0.077/0.338 s；Step 2→3实测15.155 s，离散0.079/0.495 s；目标分别精确到`[246,281,701,494]`和`[391,140,405,405]`，CycleIndex进入1且无FAULT。下一轮四轴重新启动离散0.082 s，停止后`0x306`全零，PASS。
+- 2026-08-04 revision 10移除M1延迟追赶后，Step 1→2在水平进度25.5%、靠背35.3%时坐盆已达44.0%；Step 2→3在水平25.5%、靠背28.7%时坐盆已达39.0%。启动离散0.070/0.050 s，到位离散0.342/0.339 s，目标精确、下一轮启动离散0.051 s、无FAULT、停止全零，PASS。
+- 2026-08-04 revision 11木马模式实测稳态前俯/后仰启动离散0.080/0.079 s，到位离散0.234/0.232 s；水平到25%时坐盆已达41.7%/36.7%，目标误差不超过1 Hall，稳态完整周期约9.0 s。自动进入下一轮且停止后`0x306`全零，PASS。
+- 2026-08-04 revision 12木马模式把坐盆峰峰行程由60增至120 Hall，实测稳态前俯/后仰启动离散0.054/0.081 s，到位离散0.389/0.182 s；水平到25%时坐盆已达46.6%/35.8%，目标误差不超过2 Hall，稳态完整周期约9.2 s。自动进入下一轮、无FAULT且停止后`0x306`全零，PASS。
+- 2026-08-04 revision 13木马模式把M0峰峰行程由60增至100 Hall、巡航Duty由50%增至90%。按实测MaxHall=499换算水平峰峰行程约43.1 mm，扣除M1斜向行程估算的16.4 mm反向水平分量后净水平摆幅约26.7 mm。稳态前俯/后仰启动离散0.077/0.052 s，到位离散0.337/0.182 s；巡航检查点四轴均持续推进，目标误差不超过1 Hall，自动续环、无FAULT且停止全零，PASS。
+
+### 6.5 标定与位置
 
 - 每轴按负端→正端完成，标定中 `0x301 SystemState=CALIBRATION`、Byte5 bit6=1，`0x302 TaskState=CALIBRATION`，周期反馈不中断。
 - MaxHallCount 软件允许范围（实测值的70%～130%）：M0 336～624，M1 261～486，M2 641～1192，M3 452～841，且大于等于8。台架目标值分别为480、374、917、647；超出允许范围标定失败。
diff --git a/firmware/t2g/Seat_Controller_demo/Driver/motor_control.c b/firmware/t2g/Seat_Controller_demo/Driver/motor_control.c
index d56ae00..caae00c 100755
--- a/firmware/t2g/Seat_Controller_demo/Driver/motor_control.c
+++ b/firmware/t2g/Seat_Controller_demo/Driver/motor_control.c
@@ -74,6 +74,10 @@
 #define MOTOR_SPEED_CONTROL_START_DELAY_MS (500ul)
 #define MOTOR_SPEED_CONTROL_CHECK_MS       (100ul)
 #define MOTOR_SPEED_CONTROL_WINDOW_MS      (500ul)
+#define MOTOR_SPEED_PROGRESS_CONTROL_START_MS (100ul)
+#define MOTOR_SPEED_CONTROL_MIN_DUTY_PERCENT (5u)
+#define MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT (0u)
+#define MOTOR_SPEED_PROGRESS_TOLERANCE_PULSES (1ul)
 #define MOTOR_SPEED_CONTROL_HISTORY_SAMPLES \
     (MOTOR_SPEED_CONTROL_WINDOW_MS / MOTOR_SPEED_CONTROL_CHECK_MS)
 #define MOTOR_SPEED_TOLERANCE_PERCENT      (10ul)
@@ -210,6 +214,11 @@
 #error "MOTOR_SPEED_CONTROL_WINDOW_MS must be a multiple of the speed check period."
 #endif
 
+#if ((MOTOR_SPEED_CONTROL_MIN_DUTY_PERCENT == 0u) || \
+     (MOTOR_SPEED_CONTROL_MIN_DUTY_PERCENT >= MOTOR_SPEED_MIN_DUTY_PERCENT))
+#error "Adaptive speed duty must be below the fixed-duty command minimum."
+#endif
+
 #if ((MOTOR_PWM_DUTY_PERCENT < MOTOR_SPEED_MIN_DUTY_PERCENT) || \
      (MOTOR_PWM_DUTY_PERCENT > MOTOR_SPEED_MAX_DUTY_PERCENT))
 #error "The default motor duty must stay inside the speed-control duty limits."
@@ -711,9 +720,9 @@ static bool Motor_CalculateSpeedPlan(uint32_t motorIndex,
                  profile->speedStepPpsX100 - 1ul) /
                 profile->speedStepPpsX100;
     initialDuty = dutySteps * MOTOR_SPEED_DUTY_STEP_PERCENT;
-    if(initialDuty < MOTOR_SPEED_MIN_DUTY_PERCENT)
+    if(initialDuty < MOTOR_SPEED_CONTROL_MIN_DUTY_PERCENT)
     {
-        initialDuty = MOTOR_SPEED_MIN_DUTY_PERCENT;
+        initialDuty = MOTOR_SPEED_CONTROL_MIN_DUTY_PERCENT;
     }
     else if(initialDuty > MOTOR_SPEED_MAX_DUTY_PERCENT)
     {
@@ -1187,6 +1196,21 @@ static void Motor_SafetyTaskFromIsr(void)
             continue;
         }
 
+        /* Long synchronized trajectories use pulse-density control whenever
+         * their requested speed is below the loaded mechanism's proven 50%
+         * breakaway duty.  A zero-duty pause is intentional de-energization,
+         * not a no-motion fault.  The absolute task/phase deadline still
+         * bounds the pause, and the activity window is reset when drive
+         * resumes. */
+        if((false != state->speedControlEnabled) &&
+           (state->speedCurrentDutyPercent ==
+            MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT))
+        {
+            state->lowHallTracking = false;
+            state->stallCurrentTracking = false;
+            continue;
+        }
+
         if(false != state->calibrating)
         {
             state->lowHallTracking = false;
@@ -1804,6 +1828,14 @@ static void Motor_CommitPreparedHardwareStartUnsafe(uint32_t motorIndex)
        (false == state->calibrating))
     {
         dutyPercent = state->speedInitialDutyPercent;
+        /* Dynamic trajectories may need a low steady-state PWM to stretch a
+         * short Hall travel over tens of seconds.  Give every loaded axis the
+         * proven 50% breakaway pulse first; after the 500 ms measurement delay
+         * the closed loop may ramp below the public fixed-duty command floor. */
+        if(dutyPercent < MOTOR_SPEED_MIN_DUTY_PERCENT)
+        {
+            dutyPercent = MOTOR_SPEED_MIN_DUTY_PERCENT;
+        }
     }
     state->speedCurrentDutyPercent = dutyPercent;
     Motor_ResetSpeedMeasurementUnsafe(state);
@@ -2302,6 +2334,9 @@ static void Motor_SpeedControlService(uint32_t motorIndex)
     uint32_t elapsedMs;
     uint32_t actualPpsX100;
     uint32_t targetPpsX100;
+    uint32_t planElapsedMs;
+    uint32_t plannedProgressPulses;
+    uint32_t actualProgressPulses;
     uint32_t savedIntrStatus;
     uint8_t historyIndex;
     uint8_t newDutyPercent;
@@ -2347,6 +2382,39 @@ static void Motor_SpeedControlService(uint32_t motorIndex)
     state->speedLastSampleTicks = nowTicks;
 
     elapsedTicks = (uint32_t)(nowTicks - baseTicks);
+    planElapsedMs = MOTOR_TICKS_TO_MS(
+        (uint32_t)(nowTicks - state->speedControlStartTicks));
+    if(planElapsedMs > state->speedDurationMs)
+    {
+        planElapsedMs = state->speedDurationMs;
+    }
+    plannedProgressPulses = (uint32_t)
+        (((uint64_t)state->speedPlannedHallPulses * planElapsedMs +
+          (state->speedDurationMs / 2ul)) / state->speedDurationMs);
+    actualProgressPulses = rawEdges - state->speedBaselineRawEdges;
+
+    /* Loaded axes need a short 50% breakaway pulse, but waiting for the full
+     * 500 ms speed window lets a short-travel axis build an unrecoverable
+     * lead.  Position progress is meaningful from the first 100 ms sample,
+     * so de-energize an already-ahead axis immediately.  Driving it at an
+     * arbitrary sub-breakaway duty can create current without Hall progress
+     * and was the cause of false cradle STALLs. */
+    if(((uint32_t)(nowTicks - state->speedControlStartTicks) >=
+        MOTOR_MS_TO_TICKS(MOTOR_SPEED_PROGRESS_CONTROL_START_MS)) &&
+       (actualProgressPulses >
+        (plannedProgressPulses + MOTOR_SPEED_PROGRESS_TOLERANCE_PULSES)))
+    {
+        if(state->speedCurrentDutyPercent !=
+           MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT)
+        {
+            state->speedCurrentDutyPercent =
+                MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT;
+            Motor_ApplyDutyPercent(motorIndex,
+                                   MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT);
+        }
+        Cy_SysLib_ExitCriticalSection(savedIntrStatus);
+        return;
+    }
     if(((uint32_t)(nowTicks - state->speedControlStartTicks) <
         MOTOR_MS_TO_TICKS(MOTOR_SPEED_CONTROL_START_DELAY_MS)) ||
        (elapsedTicks < MOTOR_MS_TO_TICKS(MOTOR_SPEED_CONTROL_WINDOW_MS)))
@@ -2369,11 +2437,43 @@ static void Motor_SpeedControlService(uint32_t motorIndex)
     newDutyPercent = state->speedCurrentDutyPercent;
     state->speedActualPpsX100 = actualPpsX100;
 
-    if((((uint64_t)actualPpsX100) * 100ull) <
-       (((uint64_t)targetPpsX100) *
-        (100ul - MOTOR_SPEED_TOLERANCE_PERCENT)))
+    /* Speed-only regulation cannot synchronize very short and long axes: the
+     * loaded motor breakaway pulse puts a short travel several seconds ahead
+     * even when its eventual speed is correct.  Track the time-position line
+     * as well.  An axis ahead of the line drops immediately to the adaptive
+     * floor; an axis behind it ramps up.  Within one Hall pulse, the ordinary
+     * measured-speed loop keeps each energized burst bounded. */
+    if(actualProgressPulses >
+       (plannedProgressPulses + MOTOR_SPEED_PROGRESS_TOLERANCE_PULSES))
     {
-        if(newDutyPercent < MOTOR_SPEED_MAX_DUTY_PERCENT)
+        newDutyPercent = MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT;
+    }
+    else if((actualProgressPulses + MOTOR_SPEED_PROGRESS_TOLERANCE_PULSES) <
+            plannedProgressPulses)
+    {
+        if(newDutyPercent < MOTOR_SPEED_MIN_DUTY_PERCENT)
+        {
+            newDutyPercent = MOTOR_SPEED_MIN_DUTY_PERCENT;
+        }
+        else if(newDutyPercent < MOTOR_SPEED_MAX_DUTY_PERCENT)
+        {
+            newDutyPercent = (uint8_t)
+                (newDutyPercent + MOTOR_SPEED_DUTY_STEP_PERCENT);
+            if(newDutyPercent > MOTOR_SPEED_MAX_DUTY_PERCENT)
+            {
+                newDutyPercent = MOTOR_SPEED_MAX_DUTY_PERCENT;
+            }
+        }
+    }
+    else if((((uint64_t)actualPpsX100) * 100ull) <
+       (((uint64_t)targetPpsX100) *
+         (100ul - MOTOR_SPEED_TOLERANCE_PERCENT)))
+    {
+        if(newDutyPercent < MOTOR_SPEED_MIN_DUTY_PERCENT)
+        {
+            newDutyPercent = MOTOR_SPEED_MIN_DUTY_PERCENT;
+        }
+        else if(newDutyPercent < MOTOR_SPEED_MAX_DUTY_PERCENT)
         {
             newDutyPercent = (uint8_t)
                 (newDutyPercent + MOTOR_SPEED_DUTY_STEP_PERCENT);
@@ -2400,6 +2500,10 @@ static void Motor_SpeedControlService(uint32_t motorIndex)
                 newDutyPercent = MOTOR_SPEED_MIN_DUTY_PERCENT;
             }
         }
+        else if(newDutyPercent != MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT)
+        {
+            newDutyPercent = MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT;
+        }
     }
     else
     {
@@ -2408,6 +2512,15 @@ static void Motor_SpeedControlService(uint32_t motorIndex)
 
     if(newDutyPercent != state->speedCurrentDutyPercent)
     {
+        if((state->speedCurrentDutyPercent ==
+            MOTOR_SPEED_CONTROL_PAUSE_DUTY_PERCENT) &&
+           (newDutyPercent >= MOTOR_SPEED_MIN_DUTY_PERCENT))
+        {
+            /* Resume gets a fresh 500 ms activity window, matching a normal
+             * hardware start.  This prevents the first loaded-current sample
+             * from being compared with the intentionally quiet pause. */
+            Motor_ResetActivityWindowUnsafe(state);
+        }
         state->speedCurrentDutyPercent = newDutyPercent;
         Motor_ApplyDutyPercent(motorIndex, newDutyPercent);
     }
diff --git a/firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.ewp b/firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.ewp
index ea9e06c..d4ecfd8 100755
--- a/firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.ewp
+++ b/firmware/t2g/Seat_Controller_demo/IAR/Seat_Controller_demo.ewp
@@ -2275,6 +2275,12 @@
             <file>
                 <name>$PROJ_DIR$\..\App\seat_move_application.h</name>
             </file>
+            <file>
+                <name>$PROJ_DIR$\..\App\seat_dynamic_mode.c</name>
+            </file>
+            <file>
+                <name>$PROJ_DIR$\..\App\seat_dynamic_mode.h</name>
+            </file>
             <file>
                 <name>$PROJ_DIR$\..\App\seat_move_store.c</name>
             </file>
diff --git a/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.hex b/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.hex
index b20cff6..6729950 100755
--- a/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.hex
+++ b/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.hex
@@ -1,12 +1,12 @@
 :020000041000EA
-:100000000000022809D4001095DB0010CDD80010A4
+:100000000000022879E10010B1E90010CDE60010EF
 :1000100000000000000000000000000000000000E0
-:100020000000000000000000000000008DD900105A
-:10003000000000000000000099DB00109DDB0010B4
-:10004000D5CD0010F9CD00101DCE001041CE00100E
-:1000500065CE001089CE0010ADCE0010D1CE0010BC
-:10006000A1DB0010A5DB0010A9DB0010ADDB001048
-:10007000B1DB0010B5DB0010B9DB0010BDDB0010F8
+:100020000000000000000000000000008DE700104C
+:100030000000000000000000B5E90010B9E9001060
+:1000400045DB001069DB00108DDB0010B1DB001018
+:10005000D5DB0010F9DB00101DDC001041DC0010C6
+:10006000BDE90010C1E90010C5E90010C9E90010A0
+:10007000CDE90010D1E90010D5E90010D9E9001050
 :1000800000B5010009B2002905D40121C006C00E47
 :100090008140C648016000BD00B5010009B20029D9
 :1000A00005D40121C006C00E8140C148016000BDD9
@@ -31,8 +31,8 @@
 :1001D00081218900405870470168802212060A4335
 :1001E0000260704780B5FFF7ADFF02BD80B5FFF735
 :1001F000AFFF01BD80B5FFF7CBFF02BD80B5FFF7B4
-:10020000D8FF01BD80B503F0B2FD02BD80B503F09B
-:10021000C0FD02BD00B5022801D301200FE00B0094
+:10020000D8FF01BD80B503F046FE02BD80B503F006
+:1002100054FE02BD00B5022801D301200FE00B00FF
 :10022000DBB2042B01DB012009E0B34B800018187E
 :10023000C9B2405C824201D3012000E0002000BD31
 :10024000F8B504001F00022C01D3012023E01500A3
@@ -74,11 +74,11 @@
 :10048000AD4B1340F6B23202C0218900114019432E
 :10049000FF229143EAB20A4361034250610340588C
 :1004A000002070BDDCB506000F0010001900069C8E
-:1004B0004901C20E1143400132003B0003F07DFCB4
+:1004B0004901C20E1143400132003B0003F011FD1F
 :1004C000060091204000FFF779FFF106C90E009168
 :1004D00071090B051B0D5B1E2200D2B20321C0B2B5
 :1004E000FFF7F8FED3BD80B51300A74A13600023C1
-:1004F000137203F028FD01BD98DA001000B5C0B2F8
+:1004F000137203F0BCFD01BD98E8001000B5C0B256
 :10050000042801D2012000E00020C0B200BD00B5E7
 :10051000401A00B2012801DB012000E00020C0B237
 :1005200000BD00B5BE490978002901D000201FE0B8
@@ -86,9 +86,9 @@
 :10054000891D415C002908D1FC214058002801D1B7
 :10055000012000E00020C0B20AE08021490041589B
 :10056000FC228058814201D1012000E00020C0B26D
-:1005700000BD00B5C0B264214843642103F022FDF0
+:1005700000BD00B5C0B264214843642103F0B6FD5C
 :1005800000BD10B504000800C0B2FFF7F2FF010083
-:10059000A448A2018018406903F0F9FE10BD0000D4
+:10059000A448A2018018406903F08DFF10BD00003F
 :1005A00000000440FF00FFFF10B40021B42281507E
 :1005B0009D4A1368BC2403511268C023C2500268CC
 :1005C000C423C2500A00F023C254F122815410BC4B
@@ -97,16 +97,16 @@
 :1005F000099B002B11D00A9B002B0ED00092009A71
 :10060000002A0AD0002808D0E26A824205D30A00F4
 :10061000002A02D0616B002901D1002054E00021A2
-:10062000002303F0BDFE06000F00E06A4008002131
-:1006300080197941E26A002303F0BFFB0500300016
-:1006400039007A4A002303F0ABFE06000F00E06A8F
-:100650000021009A002303F0A3FE02000B00009685
+:10062000002303F051FF06000F00E06A400800219C
+:1006300080197941E26A002303F053FC0500300081
+:1006400039007A4A002303F03FFF06000F00E06AFA
+:100650000021009A002303F037FF02000B000096F0
 :100660000197100019004008CE0730434908009E4A
-:10067000019F8019794103F0A0FB0600002D0BD0EB
+:10067000019F8019794103F034FC0600002D0BD056
 :10068000002E09D0BE4802998422520051434018DE
 :10069000B8214058B04201D2002015E0606B3018FC
-:1006A000401E616B03F08EFC05214843322801D2C5
-:1006B000322002E0602800D35F2008990D6009997C
+:1006A000401E616B03F022FD05214843052801D25D
+:1006B000052002E0602800D35F2008990D600999A9
 :1006C0000E600A9908700120FEBD80B55549800171
 :1006D0000818016AC069FFF727FD002801D0012032
 :1006E00000E00020C0B202BD10B44F490A68426267
@@ -120,16 +120,16 @@
 :100760008E21415C00290BD08F21415C002907D0EC
 :100770002D490968806B081A332801D2012000E056
 :100780000020C0B200BD00002C120028F8B503F014
-:1007900022FF002801D1002041E0002425002EE0A6
+:10079000B6FF002801D1002041E0002425002EE012
 :1007A00084214900764A6846038828004843101887
 :1007B0007426835368460388280048431018762619
 :1007C0008353230028004843101878268353164883
 :1007D0000368280048431018836323002800484317
 :1007E00010188726835501231E002800484310183F
 :1007F0008E27C655694350188F2143546D1C042D14
-:1008000008D269462800C0B203F074FF0028C7D19F
+:1008000008D269462800C0B204F008F80028C7D111
 :10081000002004E004480068934908600120F2BD0C
-:100820004C1C00283CCF0010901B0028A086010023
+:10082000B01C0028ACDC0010F01B0028A0860100E2
 :10083000FEB58D488D4909680268891A052900D2DC
 :100840009DE08A4909680160002452E0D2B2002A82
 :100850003ED02000704328187621405A072141439A
@@ -141,14 +141,14 @@
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diff --git a/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.out b/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.out
index 0a1d75c88c77f6379b0a64c9ea75b5dc42183b42..87949f45ae6f657748386fb10d562c8450b195f4 100755
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diff --git a/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.sim b/firmware/t2g/Seat_Controller_demo/IAR/rev_d/Exe/Seat_Controller_demo.sim
index b98ad53e8270edced2e195c077825e258a81cde4..19e8ea5d54daf89c381c698489a8b7d43e154f1f 100755
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diff --git a/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/07_dynamic_modes.py b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/07_dynamic_modes.py
new file mode 100644
index 0000000..2e07ed4
--- /dev/null
+++ b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/07_dynamic_modes.py
@@ -0,0 +1,577 @@
+"""Revision-13 native dynamic-mode CAN/Hall verification for ZCANPRO.
+
+Run this file from the ZCANPRO extension-script window after programming the
+repository HEX.  It validates one complete rocking-horse cycle and one
+complete cradle cycle, then stops safely.  STOP_ALL and thermal-off are always
+attempted from ``finally``.
+"""
+
+import importlib
+import os
+import sys
+import time
+
+# ZCANPRO keeps one interpreter for scripts from multiple worktrees.  Loading
+# by a unique module name prevents an older desktop copy of ``hil_common``
+# from winning through ``sys.modules`` or the retained import search path.
+_BASE_DIR = os.path.dirname(os.path.abspath(__file__))
+_COMMON_PATH = os.path.join(_BASE_DIR, "hil_common.py")
+_COMMON_NAME = "cognitive_agent_dynamic_hil_common_v13"
+_COMMON_SPEC = importlib.util.spec_from_file_location(_COMMON_NAME, _COMMON_PATH)
+if _COMMON_SPEC is None or _COMMON_SPEC.loader is None:
+    raise RuntimeError("Cannot load repository hil_common.py")
+_hil_common = importlib.util.module_from_spec(_COMMON_SPEC)
+sys.modules[_COMMON_NAME] = _hil_common
+_COMMON_SPEC.loader.exec_module(_hil_common)
+HilSession = _hil_common.HilSession
+command_payload = _hil_common.command_payload
+parse_302 = _hil_common.parse_302
+parse_303 = _hil_common.parse_303
+parse_306 = _hil_common.parse_306
+
+
+SELECTED_MODES = ("ROCKING_HORSE", "DYNAMIC_CRADLE")
+EXPECTED_REVISION = 13
+EXPECTED_MAX_HALL = (480, 374, 917, 647)
+HALL_TOLERANCE = 3
+PHASE_DURATION_TOLERANCE_S = 0.55
+ARRIVAL_SPREAD_TOLERANCE_S = 1.00
+ARRIVAL_EARLY_TOLERANCE_S = 1.00
+LINKED_REFERENCE_PROGRESS = 0.25
+LINKED_MIN_CUSHION_PROGRESS = 0.15
+
+MODE_DEFINITIONS = {
+    "ROCKING_HORSE": {
+        "mode_id": 1,
+        "sequence": 0x0700,
+        "first_phase": 2,
+        "cycle_duration_ms": None,
+        "entry_target": (320, 190, 500, 430),
+        "phase_order": (2, 3),
+        "phases": {
+            2: {
+                "name": "rock_forward",
+                "completion": "all_targets_reached",
+                "timeout_ms": 15000,
+                "target": (270, 250, 460, 400),
+                "moving_axes": (0, 1, 2, 3),
+                "continuous_four_axis_cruise": True,
+            },
+            3: {
+                "name": "rock_backward",
+                "completion": "all_targets_reached",
+                "timeout_ms": 15000,
+                "target": (370, 130, 540, 460),
+                "moving_axes": (0, 1, 2, 3),
+                "continuous_four_axis_cruise": True,
+            },
+        },
+    },
+    "DYNAMIC_CRADLE": {
+        "mode_id": 2,
+        "sequence": 0x0720,
+        "first_phase": 5,
+        "cycle_duration_ms": None,
+        "entry_target": (391, 140, 405, 404),
+        "phase_order": (5, 6),
+        "phases": {
+            5: {
+                "name": "forward",
+                "completion": "all_targets_reached",
+                "timeout_ms": 30000,
+                "target": (246, 281, 701, 494),
+                "moving_axes": (0, 1, 2, 3),
+                "continuous_four_axis_cruise": True,
+            },
+            6: {
+                "name": "return",
+                "completion": "all_targets_reached",
+                "timeout_ms": 30000,
+                "target": (391, 140, 405, 404),
+                "moving_axes": (0, 1, 2, 3),
+                "continuous_four_axis_cruise": True,
+            },
+        },
+    },
+}
+
+session = None
+
+
+def z_notify(event_type, obj):
+    del obj
+    if event_type == "stop" and session is not None:
+        session.request_stop()
+
+
+def hall_snapshot(s, capture_s=0.35):
+    if capture_s > 0:
+        s.capture_state(capture_s, clear=False)
+    values = []
+    for motor in range(4):
+        diagnostic = s.latest.get((0x303, motor))
+        values.append(None if diagnostic is None else diagnostic["hall"])
+    return values
+
+
+def hall_match(actual, expected):
+    return all(
+        value is not None and abs(value - target) <= HALL_TOLERANCE
+        for value, target in zip(actual, expected)
+    )
+
+
+def wait_idle_status(s, timeout_s=3.0):
+    deadline = time.monotonic() + timeout_s
+    latest = None
+    while time.monotonic() < deadline and not s.stop_requested:
+        for can_id, data, frame in s.receive():
+            del frame
+            if can_id != 0x306:
+                continue
+            latest = parse_306(data)
+            if latest is not None and latest["mode_id"] == 0 and \
+                    latest["state"] == 0:
+                return latest
+        time.sleep(0.005)
+    return latest
+
+
+def stop_dynamic(s, sequence, label):
+    response = s.send_command(
+        command_payload(0x0F, 0, 0, sequence),
+        expected_ack=1,
+        expected_reject=0,
+        timeout_s=2.0,
+        note=label + " STOP_DYNAMIC",
+    )
+    idle = wait_idle_status(s)
+    passed = response is not None and response["ack"] == 1 and \
+        response["reject"] == 0 and idle is not None and \
+        idle["mode_id"] == 0 and idle["state"] == 0
+    s.record(label + "-STOP", passed,
+             {"ack": response, "dynamic_status": idle},
+             "Opcode 0x0F accepted and 0x306 returns IDLE")
+    return passed
+
+
+def new_segment(status, observed_at, start_hall):
+    phase_start = observed_at - status["phase_elapsed_ms"] / 1000.0
+    return {
+        "cycle_index": status["cycle_index"],
+        "phase": status["phase"],
+        "phase_start": phase_start,
+        "first_observed": observed_at,
+        "last_status": dict(status),
+        "first_active": {},
+        "arrival": {},
+        "arrival_source": {},
+        "terminal": {},
+        "target_hall_at_end": None,
+        "start_hall": list(start_hall),
+        "latest_hall": list(start_hall),
+        "cruise_checkpoint": None,
+    }
+
+
+def observe_cycle(s, label, definition):
+    expected_order = definition["phase_order"]
+    first_phase = definition["first_phase"]
+    segments = []
+    current = None
+    started = False
+    deadline = time.monotonic() + 115.0
+    failure_status = None
+
+    while time.monotonic() < deadline and not s.stop_requested:
+        frames = s.receive()
+        if not frames:
+            time.sleep(0.005)
+            continue
+        now = time.monotonic()
+        for can_id, data, frame in frames:
+            del frame
+            if can_id == 0x306:
+                status = parse_306(data)
+                if status is None or status["mode_id"] != definition["mode_id"]:
+                    continue
+                if status["state"] == 3:
+                    failure_status = status
+                    break
+                phase = status["phase"]
+                if phase not in definition["phases"]:
+                    continue
+                key = (status["cycle_index"], phase)
+                current_key = None if current is None else (
+                    current["cycle_index"], current["phase"])
+                if key != current_key:
+                    if current is not None:
+                        current["target_hall_at_end"] = hall_snapshot(s, 0)
+                        segments.append(current)
+                    current = new_segment(status, now, hall_snapshot(s, 0))
+                    if phase == first_phase:
+                        if not started:
+                            started = True
+                        elif status["cycle_index"] >= 1:
+                            # Capture the returned Step-1 pose now, before the
+                            # next Step-1 -> Step-2 movement changes Hall.
+                            current["target_hall_at_end"] = hall_snapshot(s, 0)
+                elif current is not None:
+                    current["last_status"] = dict(status)
+            elif can_id == 0x302 and current is not None:
+                motor = parse_302(data)
+                if motor is None or motor["motor"] >= 4:
+                    continue
+                motor_id = motor["motor"]
+                if motor["active"]:
+                    current["first_active"].setdefault(motor_id, now)
+                    if current["cycle_index"] >= 1 and \
+                            current["phase"] == first_phase and all(
+                                axis in current["first_active"]
+                                for axis in definition["phases"][first_phase]["moving_axes"]
+                            ):
+                        # Step 3 and Step 1 have the same Hall pose, so their
+                        # boundary has no physical displacement.  The next
+                        # observable requirement is that all four axes launch
+                        # the following Step-1 -> Step-2 leg synchronously.
+                        segments.append(current)
+                        current = None
+                        break
+                elif motor_id in current["first_active"]:
+                    current["terminal"][motor_id] = {
+                        "time": now,
+                        "status": dict(motor),
+                    }
+                    if definition["phases"][current["phase"]].get(
+                            "completion") != "all_targets_reached":
+                        current["arrival"].setdefault(motor_id, now)
+                        current["arrival_source"].setdefault(
+                            motor_id, "0x302 COMPLETE")
+            elif can_id == 0x303:
+                diagnostic = parse_303(data)
+                if diagnostic is not None and diagnostic["fault_flags"]:
+                    failure_status = diagnostic
+                    break
+                if diagnostic is not None and current is not None:
+                    motor_id = diagnostic["motor"]
+                    current["latest_hall"][motor_id] = diagnostic["hall"]
+                    target = definition["phases"][current["phase"]]["target"][motor_id]
+                    if motor_id in current["first_active"] and \
+                            abs(diagnostic["hall"] - target) <= HALL_TOLERANCE:
+                        # A phase may roll into the next command before the
+                        # staggered 0x302 slot publishes COMPLETE for the last
+                        # axis.  The independent 0x303 Hall target is equivalent
+                        # physical arrival evidence and avoids a telemetry race.
+                        current["arrival"].setdefault(motor_id, now)
+                        current["arrival_source"].setdefault(
+                            motor_id, "0x303 Hall target")
+                    phase_definition = definition["phases"][current["phase"]]
+                    if phase_definition.get("continuous_four_axis_cruise") and \
+                            current["cruise_checkpoint"] is None:
+                        progress = []
+                        for axis in range(4):
+                            start = current["start_hall"][axis]
+                            end = phase_definition["target"][axis]
+                            hall = current["latest_hall"][axis]
+                            if start is None or hall is None:
+                                progress.append(0.0)
+                            else:
+                                travel = abs(end - start)
+                                progress.append(
+                                    1.0 if travel == 0 else
+                                    min(1.0, abs(hall - start) / float(travel))
+                                )
+                        if progress[0] >= LINKED_REFERENCE_PROGRESS and \
+                                progress[2] >= LINKED_REFERENCE_PROGRESS:
+                            current["cruise_checkpoint"] = {
+                                "elapsed_s": now - current["phase_start"],
+                                "normalized_progress": progress,
+                                "hall": list(current["latest_hall"]),
+                            }
+        if failure_status is not None:
+            break
+        if current is None and started and segments and \
+                segments[-1]["cycle_index"] >= 1 and \
+                segments[-1]["phase"] == first_phase:
+            break
+
+    complete = (
+        failure_status is None
+        and len(segments) == len(expected_order) + 1
+        and tuple(item["phase"] for item in segments[:-1]) == expected_order
+        and segments[-1]["phase"] == first_phase
+        and segments[-1]["cycle_index"] >= 1
+    )
+    return complete, segments, failure_status
+
+
+def validate_segments(s, label, definition, segments):
+    phase_results = []
+    for index, segment in enumerate(segments[:-1]):
+        phase_definition = definition["phases"][segment["phase"]]
+        next_segment = segments[index + 1]
+        observed_duration = next_segment["phase_start"] - segment["phase_start"]
+        target_completion = phase_definition.get("completion") == \
+            "all_targets_reached"
+        if target_completion:
+            expected_duration = None
+            arrival_grace = 0.0
+            timeout_s = phase_definition["timeout_ms"] / 1000.0
+            duration_ok = 0.0 < observed_duration <= (
+                timeout_s + PHASE_DURATION_TOLERANCE_S)
+        else:
+            expected_duration = phase_definition["duration_ms"] / 1000.0
+            arrival_grace = phase_definition["arrival_grace_ms"] / 1000.0
+            timeout_s = expected_duration + arrival_grace
+            duration_ok = (
+                observed_duration >= expected_duration -
+                PHASE_DURATION_TOLERANCE_S
+                and observed_duration <= expected_duration + arrival_grace +
+                PHASE_DURATION_TOLERANCE_S
+            )
+
+        moving_axes = phase_definition["moving_axes"]
+        terminals = segment["terminal"]
+        arrivals = segment["arrival"]
+        active_starts = segment["first_active"]
+        if moving_axes:
+            all_active_seen = all(axis in active_starts for axis in moving_axes)
+            all_arrival_seen = all(axis in arrivals for axis in moving_axes)
+            start_times = [active_starts[axis] for axis in moving_axes
+                           if axis in active_starts]
+            terminal_times = [arrivals[axis] for axis in moving_axes
+                              if axis in arrivals]
+            start_spread = max(start_times) - min(start_times) \
+                if len(start_times) == len(moving_axes) else None
+            arrival_spread = max(terminal_times) - min(terminal_times) \
+                if all_arrival_seen else None
+            latest_arrival = max(terminal_times) - segment["phase_start"] \
+                if all_arrival_seen else None
+            terminal_status_ok = all_arrival_seen if target_completion else all(
+                value["status"]["task"] == 6
+                and value["status"]["result"] == 2
+                for value in terminals.values()
+            ) and all_arrival_seen
+            used_arrival_grace = False if target_completion else (
+                observed_duration > expected_duration +
+                PHASE_DURATION_TOLERANCE_S
+            )
+            sync_ok = (
+                all_active_seen
+                and all_arrival_seen
+                and start_spread <= ARRIVAL_SPREAD_TOLERANCE_S
+                # When the loaded bench cannot meet the nominal arrival time,
+                # faster axes stop at target while the healthy slow axis uses
+                # its bounded grace.  Simultaneous start remains mandatory;
+                # arrival spread is only an exact-timing assertion when the
+                # phase did not need that grace.
+                and arrival_spread <= ARRIVAL_SPREAD_TOLERANCE_S
+                and (target_completion or latest_arrival >=
+                     expected_duration - ARRIVAL_EARLY_TOLERANCE_S)
+                and latest_arrival <= timeout_s + PHASE_DURATION_TOLERANCE_S
+                and terminal_status_ok
+            )
+        else:
+            start_spread = 0.0
+            arrival_spread = 0.0
+            latest_arrival = None
+            used_arrival_grace = False
+            sync_ok = not active_starts and segment["last_status"]["active_mask"] == 0
+
+        target_ok = hall_match(
+            segment["target_hall_at_end"], phase_definition["target"]
+        )
+        checkpoint = segment["cruise_checkpoint"]
+        if phase_definition.get("continuous_four_axis_cruise"):
+            cruise_ok = checkpoint is not None and \
+                checkpoint["normalized_progress"][1] >= \
+                LINKED_MIN_CUSHION_PROGRESS
+        else:
+            cruise_ok = True
+        passed = duration_ok and sync_ok and target_ok and cruise_ok
+        details = {
+            "phase": phase_definition["name"],
+            "cycle_index": segment["cycle_index"],
+            "expected_duration_s": expected_duration,
+            "arrival_grace_s": arrival_grace,
+            "completion": phase_definition.get("completion", "elapsed_time"),
+            "timeout_s": timeout_s,
+            "observed_duration_s": round(observed_duration, 3),
+            "used_arrival_grace": used_arrival_grace,
+            "moving_axes": list(moving_axes),
+            "active_start_spread_s": None if start_spread is None else round(start_spread, 3),
+            "arrival_spread_s": None if arrival_spread is None else round(arrival_spread, 3),
+            "latest_arrival_from_phase_start_s": (
+                None if latest_arrival is None else round(latest_arrival, 3)
+            ),
+            "terminal_status": {
+                str(axis): terminals[axis]["status"]
+                for axis in terminals
+            },
+            "arrival_source": {
+                str(axis): segment["arrival_source"][axis]
+                for axis in arrivals
+            },
+            "actual_hall_at_phase_end": segment["target_hall_at_end"],
+            "expected_hall_at_phase_end": list(phase_definition["target"]),
+            "duration_ok": duration_ok,
+            "synchronization_ok": sync_ok,
+            "target_ok": target_ok,
+            "continuous_four_axis_cruise_ok": cruise_ok,
+            "cruise_checkpoint": checkpoint,
+        }
+        s.record("%s-%s" % (label, phase_definition["name"].upper()),
+                 passed, details,
+                 "continuous cruise, synchronized start/arrival, and Hall target within tolerance")
+        phase_results.append(passed)
+
+    cycle_duration = segments[-1]["phase_start"] - segments[0]["phase_start"]
+    if definition["cycle_duration_ms"] is None:
+        cycle_expected = None
+        cycle_grace = 0.0
+        cycle_limit = sum(
+            definition["phases"][phase]["timeout_ms"]
+            for phase in definition["phase_order"]
+        ) / 1000.0
+        cycle_ok = 0.0 < cycle_duration <= cycle_limit + \
+            PHASE_DURATION_TOLERANCE_S
+    else:
+        cycle_expected = definition["cycle_duration_ms"] / 1000.0
+        cycle_grace = sum(
+            definition["phases"][phase]["arrival_grace_ms"]
+            for phase in definition["phase_order"]
+        ) / 1000.0
+        cycle_tolerance = PHASE_DURATION_TOLERANCE_S * \
+            len(definition["phase_order"])
+        cycle_limit = cycle_expected + cycle_grace
+        cycle_ok = (
+            cycle_duration >= cycle_expected - cycle_tolerance
+            and cycle_duration <= cycle_limit + cycle_tolerance
+        )
+    repeat_hall = segments[-1]["target_hall_at_end"]
+    repeat_starts = segments[-1]["first_active"]
+    repeat_axes = definition["phases"][first_phase]["moving_axes"]
+    repeat_start_values = [repeat_starts[axis] for axis in repeat_axes
+                           if axis in repeat_starts]
+    repeat_start_spread = max(repeat_start_values) - min(repeat_start_values) \
+        if len(repeat_start_values) == len(repeat_axes) else None
+    repeat_ok = hall_match(repeat_hall, definition["entry_target"]) and \
+        repeat_start_spread is not None and \
+        repeat_start_spread <= ARRIVAL_SPREAD_TOLERANCE_S
+    s.record(label + "-CYCLE-REPEAT", cycle_ok and repeat_ok,
+             {"expected_cycle_s": cycle_expected,
+              "maximum_cycle_s": cycle_limit,
+              "observed_cycle_s": round(cycle_duration, 3),
+              "cycle_index": segments[-1]["cycle_index"],
+              "actual_repeat_hall": repeat_hall,
+              "expected_repeat_hall": list(definition["entry_target"]),
+              "next_cycle_active_start_spread_s": (
+                  None if repeat_start_spread is None else
+                  round(repeat_start_spread, 3)
+              )},
+             "one complete cycle reaches Step 1 and synchronously starts the next Step 2 leg")
+    return all(phase_results) and cycle_ok and repeat_ok
+
+
+def run_mode(s, label, definition):
+    start = s.send_command(
+        command_payload(0x0E, 0, 0, definition["sequence"],
+                        definition["mode_id"], 0),
+        expected_ack=1,
+        expected_reject=0,
+        timeout_s=2.0,
+        note=label + " START_DYNAMIC_MODE",
+    )
+    accepted = start is not None and start["ack"] == 1 and \
+        start["reject"] == 0 and start["opcode"] == 0x0E
+    s.record(label + "-START", accepted, start,
+             "Opcode 0x0E accepted for native mode_id=%d" % definition["mode_id"])
+    if not accepted:
+        return False
+
+    complete, segments, failure = observe_cycle(s, label, definition)
+    s.record(label + "-PHASE-SEQUENCE", complete,
+             {"observed": [
+                 {"cycle_index": item["cycle_index"], "phase": item["phase"]}
+                 for item in segments
+             ], "failure": failure},
+             "0x306 reports one ordered cycle and automatic repeat")
+    validated = complete and validate_segments(s, label, definition, segments)
+    stopped = stop_dynamic(s, definition["sequence"] + 1, label)
+    return validated and stopped
+
+
+def z_main():
+    global session
+    session = None
+    results = {}
+    try:
+        selected = tuple(str(value).strip().upper() for value in SELECTED_MODES)
+        unknown = [value for value in selected if value not in MODE_DEFINITIONS]
+        if unknown:
+            raise RuntimeError("Unknown SELECTED_MODES=" + repr(unknown))
+        session = HilSession("07_dynamic_modes")
+        s = session
+        s.write_operator_template([
+            "Secure the empty seat bench and keep hardware E-stop reachable.",
+            "ROCKING_HORSE pitches forward/back smoothly with all axes engaged: PASS/FAIL ___",
+            "DYNAMIC_CRADLE moves forward/returns smoothly without steps: PASS/FAIL ___",
+            "No unintended thermal output, noise, collision, or cable strain: PASS/FAIL ___",
+        ])
+        s.thermal_off()
+        s.stop_all(0)
+        initial = s.capture_state(2.0)
+        system = initial["system"]
+        ready = (
+            system is not None
+            and system["firmware_revision"] == EXPECTED_REVISION
+            and system["position_valid_mask"] == 0x0F
+            and system["active_mask"] == 0
+            and system["faulted_mask"] == 0
+            and all(
+                item is not None
+                and abs(item["max_hall"] - EXPECTED_MAX_HALL[index])
+                <= max(4, round(EXPECTED_MAX_HALL[index] * 0.05))
+                for index, item in enumerate(initial["diagnostics"])
+            )
+        )
+        s.record("DYNAMIC-PRECONDITION", ready, initial,
+                 "revision 13, four valid axes, no active/fault, confirmed ranges")
+        if not ready:
+            for label in selected:
+                s.record(label + "-MODE", False, "not executed",
+                         "dynamic precondition failed", status="NOT_RUN")
+            return
+
+        for label in selected:
+            if s.stop_requested:
+                break
+            results[label] = run_mode(s, label, MODE_DEFINITIONS[label])
+            # A native-mode failure is isolated by STOP_DYNAMIC inside
+            # run_mode().  Continue with the other definition so one
+            # physically infeasible trajectory cannot hide its HIL result.
+            time.sleep(0.5)
+    except Exception as error:
+        if session is not None:
+            session.record("SCRIPT", False, repr(error), "unhandled exception")
+    finally:
+        if session is not None:
+            try:
+                session.stop_all(0)
+                session.thermal_off()
+            except Exception as error:
+                session.log("FINAL_SAFE_OFF_ERROR " + repr(error))
+            final_state = None
+            try:
+                final_state = session.capture_state(1.0)
+            except Exception as error:
+                session.log("FINAL_CAPTURE_ERROR " + repr(error))
+            session.finish({
+                "selected_modes": list(SELECTED_MODES),
+                "mode_results": results,
+                "expected_firmware_revision": EXPECTED_REVISION,
+                "hall_tolerance_pulses": HALL_TOLERANCE,
+                "phase_duration_tolerance_s": PHASE_DURATION_TOLERANCE_S,
+                "arrival_spread_tolerance_s": ARRIVAL_SPREAD_TOLERANCE_S,
+                "final_state": final_state,
+            })
diff --git a/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/README_CN.md b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/README_CN.md
index c3f0d5a..4106356 100644
--- a/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/README_CN.md
+++ b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/README_CN.md
@@ -41,6 +41,26 @@ Bus-Off、加热ADC错误和DRV8718故障只有在具备对应故障注入条件
 
 脚本启动时会强制重新加载 `hil_common.py`。ZCANPRO使用常驻Python解释器，若不重载，修改公共辅助模块后再次运行可能继续使用旧类定义；日志中的 `HIL_COMMON_VERSION` 可用于确认实际加载版本。
 
+### Revision 13 动态模式
+
+烧录 revision 13 后，在 ZCANPRO 扩展脚本窗口运行 `07_dynamic_modes.py`。脚本先验证
+`0x301` 的固件版本、四轴 PositionValid/MaxHall 与故障状态，再依次运行木马模式和动态摇篮。
+验收证据包括 `0x306` 阶段顺序/自动续环、`0x302` 四轴同步启停与终态、`0x303` 精确 Hall
+目标；任一失败或脚本停止都会发送 `STOP_ALL` 并关闭热管理。两种模式均须由停止指令终止，
+未收到停止时由ECU在启动累计10分钟后自动停止。
+
+木马入口为`[320,190,500,430]`，随后在前俯`[270,250,460,400]`和后仰
+`[370,130,540,460]`之间连续往复，不设置停驻。坐盆峰峰行程120 Hall、折算垂直分量约
+18 mm；水平峰峰行程100 Hall且巡航占空比90%，用于抵消坐盆斜向运动的反向水平分量。每个半周期四轴同批启动，先到目标前
+8 Hall会合，再以50% Duty完成等距末段。配置入口为`Config/seat_dynamic_mode_config.h`，N7
+长期库`config/modes/vehicles/denza_n7/rocking_horse.yaml`必须镜像同一参数。
+
+2026-08-04 revision 13实物复测：稳态前俯/后仰启动离散0.077/0.052 s，到位离散
+0.337/0.182 s；四轴在巡航检查点均持续推进，目标误差不超过1 Hall。按实测M0 MaxHall=499
+换算水平峰峰行程约43.1 mm，扣除坐盆估算反向水平分量后净摆幅约26.7 mm；自动进入下一轮，
+`STOP_DYNAMIC(0x0F)`后`0x306`全零且无FAULT，PASS。证据为
+`artifacts/hil/rocking_horse_rev13_horizontal_compensation_20260804.json`。
+
 - 通风1/2/3档、关闭；加热1/2/3档、关闭；通风2档+加热2档。
 - 每轴从当前位置偏移约12%并回到原位置，验证M0/M1/M2/M3的执行器、方向、CAN ACK、终态位置和Hall反馈。
 - 若SMV8位置有效则直接使用且不发生归零动作；若某轴无效则先仅将该轴回最近端，验证Hall≈0与MaxHall保持不变后再测试。
diff --git a/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/hil_common.py b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/hil_common.py
index 307a6af..725314d 100644
--- a/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/hil_common.py
+++ b/firmware/t2g/Seat_Controller_demo/Tests/manual_hil/hil_common.py
@@ -9,8 +9,8 @@ import time
 import zcanpro
 
 
-SEAT_RX_IDS = (0x301, 0x302, 0x303, 0x304, 0x305, 0x4FA)
-HIL_COMMON_VERSION = "2026-07-30-hall-current-stall-v4"
+SEAT_RX_IDS = (0x301, 0x302, 0x303, 0x304, 0x305, 0x306, 0x4FA)
+HIL_COMMON_VERSION = "2026-08-04-dynamic-modes-v8"
 CONFIRMED_MAX_HALL = (480, 374, 917, 647)
 HOME_KNOWN_RANGE_KEY = 0x4B52
 HOME_LEG_TIMEOUT_S = 120
@@ -112,6 +112,20 @@ def parse_305(data):
     }
 
 
+def parse_306(data):
+    if data is None or len(data) < 8:
+        return None
+    return {
+        "mode_id": data[0],
+        "state": data[1],
+        "phase": data[2],
+        "active_mask": data[3] & 0x0F,
+        "fault_mask": (data[3] >> 4) & 0x0F,
+        "cycle_index": data[4] | (data[5] << 8),
+        "phase_elapsed_ms": data[6] | (data[7] << 8),
+    }
+
+
 def command_payload(opcode, motor, direction, sequence, param_a=0,
                     param_b=0, version=1):
     control = ((version & 0x03) << 4) | ((direction & 0x03) << 2) | \
@@ -228,6 +242,8 @@ class HilSession(object):
                             value["hall_activity_low"]
             elif can_id == 0x305:
                 self.latest[0x305] = parse_305(data)
+            elif can_id == 0x306:
+                self.latest[0x306] = parse_306(data)
             elif can_id == 0x4FA:
                 self.latest[0x4FA] = data
             output.append((can_id, data, frame))
@@ -311,7 +327,7 @@ class HilSession(object):
     def capture_state(self, duration_s=2.0, clear=True):
         if clear:
             for key in list(self.latest):
-                if key in (0x301, 0x305) or isinstance(key, tuple):
+                if key in (0x301, 0x305, 0x306) or isinstance(key, tuple):
                     del self.latest[key]
         deadline = time.monotonic() + duration_s
         while time.monotonic() < deadline and not self.stop_requested:
@@ -325,6 +341,7 @@ class HilSession(object):
             "currents": [self.latest.get((0x304, motor))
                          for motor in range(4)],
             "thermal_current": self.latest.get(0x305),
+            "dynamic_mode": self.latest.get(0x306),
         }
 
     def reset_current_peaks(self, motor=None):
diff --git a/platforms/t2g_cabin_bench/calibration/body_can.yaml b/platforms/t2g_cabin_bench/calibration/body_can.yaml
new file mode 100644
index 0000000..63dbcc2
--- /dev/null
+++ b/platforms/t2g_cabin_bench/calibration/body_can.yaml
@@ -0,0 +1,51 @@
+version: 1.0.0
+status: imported_from_can_dev_and_runtime_verified
+source:
+  repository: https://git.kendeji.fun/dev-team/project-code
+  branch: CAN_DEV
+  commit: 6e7ed04a468dfcde7efda9e30bc15144bf02faf9
+  implementation: Cognitive_Agent/native/canfd/can_read_trans.cpp
+adapter:
+  device: ZLG_USBCANFD_200U
+  device_type: 41
+  device_index: 0
+  channel_env: COGNITIVE_AGENT_VEHICLE_CAN_CHANNEL
+  default_channel: 1
+  termination_default: false
+can_fd:
+  clock_hz: 60000000
+  controller_mode: 0
+  work_mode: normal
+  standard: iso
+  arbitration:
+    bitrate: 500000
+    tseg1: 14
+    tseg2: 3
+    sjw: 2
+    smp: 0
+    brp: 5
+    total_tq: 20
+    sample_point_pct: 80
+  data:
+    bitrate: 2000000
+    tseg1: 10
+    tseg2: 2
+    sjw: 2
+    smp: 0
+    brp: 1
+    total_tq: 15
+    sample_point_pct: 80
+air_outlet:
+  direction_convention:
+    horizontal: minimum_left_maximum_right
+    vertical: minimum_down_maximum_up
+  ranges:
+    driver_left: {horizontal: [-25, 40], vertical: [-40, 30]}
+    driver_right: {horizontal: [-40, 30], vertical: [-40, 30]}
+    passenger_left: {horizontal: [-10, 40], vertical: [-40, 30]}
+    passenger_right: {horizontal: [-40, 5], vertical: [-40, 30]}
+safety:
+  raw_frame_passthrough: false
+  body_channel_must_differ_from_seat_channel: true
+  send_only_named_capabilities: true
+  default_feedback_timeout_ms: 1200
diff --git a/platforms/t2g_cabin_bench/can/dbc/vehicle-native.dbc b/platforms/t2g_cabin_bench/can/dbc/vehicle-native.dbc
new file mode 100644
index 0000000..a309bc7
--- /dev/null
+++ b/platforms/t2g_cabin_bench/can/dbc/vehicle-native.dbc
@@ -0,0 +1,88 @@
+VERSION "CAN_DEV native vehicle controls 6e7ed04"
+
+NS_ :
+    NS_DESC_
+    CM_
+    BA_DEF_
+    BA_
+    VAL_
+
+BS_:
+
+BU_: CognitiveAgent VehicleECU
+
+BO_ 478 Media_0x1DE: 8 CognitiveAgent
+ SG_ Wind_Model_S : 0|4@1+ (1,0) [0|7] "" VehicleECU
+ SG_ Wind_Volume_Size_S : 4|4@1+ (1,0) [0|7] "" VehicleECU
+ SG_ Medium_AC_Ctrl_Way_S : 16|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ ACB_Close_Button_S : 28|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Ctrl_Set_Main_Driver_Tempt_S : 32|8@1+ (1,0) [18|32] "degC" VehicleECU
+ SG_ Ctrl_Set_Copilot_Tempratur_S : 40|8@1+ (1,0) [18|32] "degC" VehicleECU
+ SG_ Ctrl_Set_Rear_Temperature_S : 48|8@1+ (1,0) [18|32] "degC" VehicleECU
+
+BO_ 1028 Right_BCM_0x404: 8 VehicleECU
+ SG_ ACHMC_AC_On_Status_S : 8|2@1+ (1,0) [0|2] "" CognitiveAgent
+ SG_ AC_Ctrl_Way_S : 10|2@1+ (1,0) [0|2] "" CognitiveAgent
+ SG_ AC_Cycle_Mode_404_S : 12|2@1+ (1,0) [0|3] "" CognitiveAgent
+ SG_ AC_Wind_Model_404_S : 16|4@1+ (1,0) [0|7] "" CognitiveAgent
+ SG_ Ac_wind_rnk_S : 20|4@1+ (1,0) [0|7] "" CognitiveAgent
+ SG_ Main_Driver_Set_Temperature_S : 32|8@1+ (1,0) [0|255] "degC" CognitiveAgent
+ SG_ Copilot_Driver_Set_Temperature_S : 40|8@1+ (1,0) [0|255] "degC" CognitiveAgent
+
+BO_ 811 Media_0x32B: 8 CognitiveAgent
+ SG_ Sub_ID : 0|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Second_Row_Lock_Request_Instruction_S : 14|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Indoor_Light_Request_Command_S : 24|3@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Atmosphere_Light_Request_Command_S : 27|5@1+ (1,0) [0|7] "" VehicleECU
+ SG_ Ambient_Red_S : 8|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Ambient_Green_S : 16|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Ambient_Blue_S : 24|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Ambient_Brightness_S : 32|7@1+ (1,0) [0|100] "%" VehicleECU
+
+BO_ 1073 Media_0x431: 8 CognitiveAgent
+ SG_ Shade_Voi_Ctrl_Instrct_S : 4|4@1+ (1,0) [0|4] "" VehicleECU
+ SG_ Left_Front_Window_Ctrl_S : 48|3@1+ (1,0) [0|3] "" VehicleECU
+ SG_ Right_Front_Window_Ctrl_S : 51|3@1+ (1,0) [0|3] "" VehicleECU
+ SG_ Left_Rear_Window_Ctrl_S : 56|3@1+ (1,0) [0|3] "" VehicleECU
+ SG_ Right_Rear_Window_Ctrl_S : 59|3@1+ (1,0) [0|3] "" VehicleECU
+
+BO_ 1217 Media_0x4C1: 8 CognitiveAgent
+ SG_ Sub_ID : 0|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Driver_Vent_S : 8|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Driver_Heat_S : 12|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Passenger_Vent_S : 16|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Passenger_Heat_S : 20|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Left_Rear_Vent_S : 24|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Left_Rear_Heat_S : 28|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Right_Rear_Vent_S : 32|4@1+ (1,0) [0|5] "" VehicleECU
+ SG_ Right_Rear_Heat_S : 36|4@1+ (1,0) [0|5] "" VehicleECU
+
+BO_ 1269 Media_0x4F5: 8 CognitiveAgent
+ SG_ Sunroof_Target_Position_S : 24|8@1+ (1,0) [0|255] "%" VehicleECU
+ SG_ Shade_Target_Position_S : 32|8@1+ (1,0) [0|255] "%" VehicleECU
+ SG_ RoofLamp_Switch_Set_Item_4F5_S : 50|2@1+ (1,0) [0|2] "" VehicleECU
+
+BO_ 1263 Media_0x4EF: 8 CognitiveAgent
+ SG_ Sub_ID : 0|8@1+ (1,0) [0|255] "" VehicleECU
+ SG_ Outlet_Up_Down_1_S : 8|8@1+ (1,-128) [-128|126] "" VehicleECU
+ SG_ Outlet_Up_Down_2_S : 16|8@1+ (1,-128) [-128|126] "" VehicleECU
+ SG_ Outlet_Left_Right_1_S : 24|8@1+ (1,-128) [-128|126] "" VehicleECU
+ SG_ Outlet_Left_Right_2_S : 32|8@1+ (1,-128) [-128|126] "" VehicleECU
+
+BO_ 434 Media_0x1B2: 8 CognitiveAgent
+ SG_ Front_Left_Reading_Light_S : 0|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Front_Right_Reading_Light_S : 2|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Middle_Left_Reading_Light_S : 4|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Middle_Right_Reading_Light_S : 6|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Middle_Left_Rotary_Light_S : 8|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Middle_Right_Rotary_Light_S : 10|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Rear_Left_Reading_Light_S : 12|2@1+ (1,0) [0|2] "" VehicleECU
+ SG_ Rear_Right_Reading_Light_S : 14|2@1+ (1,0) [0|2] "" VehicleECU
+
+BO_ 904 Window_Status_0x388: 8 VehicleECU
+BO_ 1031 Door_Status_0x407: 8 VehicleECU
+BO_ 1066 Seat_Status_0x42A: 8 VehicleECU
+BO_ 1070 Light_Status_0x42E: 8 VehicleECU
+BO_ 757 Outlet_Status_0x2F5: 8 VehicleECU
+BO_ 891 Outlet_Status_0x37B: 8 VehicleECU
+BO_ 1050 Shade_Status_0x41A: 8 VehicleECU
diff --git a/platforms/t2g_cabin_bench/manifest.yaml b/platforms/t2g_cabin_bench/manifest.yaml
new file mode 100644
index 0000000..0a84c9f
--- /dev/null
+++ b/platforms/t2g_cabin_bench/manifest.yaml
@@ -0,0 +1,26 @@
+apiVersion: cognitive-agent/v1alpha1
+kind: PlatformManifest
+metadata:
+  id: t2g-cabin-bench-platform
+  name: T2G seat and vehicle dual-channel CAN bench
+  version: 1.0.0
+  description: One ZLG USBCANFD-200U owns seat CAN channel 0 and vehicle CAN FD channel 1.
+spec:
+  platform: t2g_cabin_bench
+  execution_enabled: true
+  dbc_files:
+    - ../t2g_seat_bench/can/dbc/seat.dbc
+    - can/dbc/vehicle-native.dbc
+  buses:
+    - name: seat_can
+      backend: zlgcan
+      channel_env: COGNITIVE_AGENT_SEAT_CAN_CHANNEL
+      fd: false
+    - name: body_can
+      backend: zlgcan
+      channel_env: COGNITIVE_AGENT_VEHICLE_CAN_CHANNEL
+      fd: true
+  supported_domains: [seat, climate, door, window, outlet, interior_light, ambient_light, roof]
+  calibrations:
+    seat: ../t2g_seat_bench/calibration/seat.yaml
+    body_can: calibration/body_can.yaml
diff --git a/platforms/t2g_seat_bench/calibration/seat.yaml b/platforms/t2g_seat_bench/calibration/seat.yaml
index 6b27234..0d675b9 100755
--- a/platforms/t2g_seat_bench/calibration/seat.yaml
+++ b/platforms/t2g_seat_bench/calibration/seat.yaml
@@ -13,6 +13,9 @@ protocol:
   absolute_position_opcode: 1
   timed_duty_opcode: 3
   stop_all_opcode: 9
+  start_dynamic_mode_opcode: 14
+  stop_dynamic_mode_opcode: 15
+  dynamic_status_frame_id: 774
   stop_all_motor_selector: 0
   home_known_range_opcode: 11
   home_known_range_key: 19282
@@ -35,6 +38,19 @@ protocol:
   timed_duty_max_duration_ms: 30000
   increase_direction: 1
   decrease_direction: 2
+dynamic_modes:
+  max_runtime_ms: 600000
+  arrival_grace_ms: 30000
+  rocking_horse:
+    mode_id: 1
+    phases:
+      - {id: rock_forward, completion: all_targets_reached, timeout_ms: 15000}
+      - {id: rock_backward, completion: all_targets_reached, timeout_ms: 15000}
+  cradle:
+    mode_id: 2
+    phases:
+      - {id: forward, completion: all_targets_reached, timeout_ms: 30000}
+      - {id: return, completion: all_targets_reached, timeout_ms: 30000}
 axes:
   seat.set_longitudinal_position:
     motor_selector: 0
diff --git a/platforms/t2g_seat_bench/can/dbc/seat.dbc b/platforms/t2g_seat_bench/can/dbc/seat.dbc
index 2bf7975..65e1ee0 100755
--- a/platforms/t2g_seat_bench/can/dbc/seat.dbc
+++ b/platforms/t2g_seat_bench/can/dbc/seat.dbc
@@ -95,8 +95,20 @@ BO_ 773 T2G_Seat_Thermal_Current_Diagnostic_305: 8 T2G_SEAT
  SG_ Fan_Adc_Error_Count : 48|8@1+ (1,0) [0|255] "" HOST
  SG_ Heater_Adc_Error_Count : 56|8@1+ (1,0) [0|255] "" HOST
 
+BO_ 774 T2G_Seat_Dynamic_Mode_Status_306: 8 T2G_SEAT
+ SG_ Dynamic_Mode_ID : 0|8@1+ (1,0) [0|2] "" HOST
+ SG_ Dynamic_State : 8|8@1+ (1,0) [0|3] "" HOST
+ SG_ Dynamic_Phase : 16|8@1+ (1,0) [0|6] "" HOST
+ SG_ Dynamic_Active_Mask : 24|4@1+ (1,0) [0|15] "" HOST
+ SG_ Dynamic_Fault_Mask : 28|4@1+ (1,0) [0|15] "" HOST
+ SG_ Dynamic_Cycle_Index : 32|16@1+ (1,0) [0|65535] "cycle" HOST
+ SG_ Dynamic_Phase_Elapsed_Ms : 48|16@1+ (1,0) [0|65535] "ms" HOST
+
 VAL_ 670 Driver_Seat_Ventilation_On 0 "invalid" 1 "on" 2 "off" 3 "reserved" ;
 VAL_ 670 Driver_Seat_Heating_On 0 "invalid" 1 "on" 2 "off" 3 "reserved" ;
 VAL_ 769 Ack 0 "none" 1 "accepted" 2 "rejected" 3 "duplicate" 4 "stop_all_accepted" ;
 VAL_ 770 Task_State 0 "idle" 1 "accepted" 2 "position_run" 3 "timed_run" 4 "calibration" 5 "stopping" 6 "complete" 7 "fault" ;
 VAL_ 770 Result 0 "none" 1 "running" 2 "ok" 3 "stopped_by_cmd" 4 "endpoint_reached" 5 "stall" 6 "timeout" 7 "driver_fault" 8 "hall_fault" 9 "invalid_cmd" 10 "interlocked" 11 "calibration_failed" ;
+VAL_ 774 Dynamic_Mode_ID 0 "none" 1 "rocking_horse" 2 "cradle" ;
+VAL_ 774 Dynamic_State 0 "idle" 1 "entry" 2 "running" 3 "fault" ;
+VAL_ 774 Dynamic_Phase 0 "none" 1 "entry" 2 "horse_forward" 3 "horse_backward" 4 "reserved" 5 "cradle_forward" 6 "cradle_return" ;
diff --git a/src/cognitive_agent/application/capability_registry.py b/src/cognitive_agent/application/capability_registry.py
index 0bddc09..3320f45 100755
--- a/src/cognitive_agent/application/capability_registry.py
+++ b/src/cognitive_agent/application/capability_registry.py
@@ -1,4 +1,4 @@
-"""Load model-facing capability context from domain-owned catalogs."""
+"""Load model-facing capability context from domain and native-CAN catalogs."""
 
 from __future__ import annotations
 
@@ -21,18 +21,25 @@ class CapabilityRegistry:
 
     def _load(self) -> dict[str, Any]:
         domains = []
-        for catalog_path in sorted(
-            (self.root / "domains").glob("*/config/capabilities.yaml")
-        ):
+        catalog_paths = [
+            *(self.root / "domains").glob("*/config/capabilities.yaml"),
+            *(self.root / "config" / "native_can_capabilities").glob("*.yaml"),
+        ]
+        for catalog_path in sorted(catalog_paths):
             if catalog_path.parts[-3] == "_template":
                 continue
             catalog = yaml.safe_load(catalog_path.read_text(encoding="utf-8"))
             domain = catalog["spec"]["domain"]
+            native_can_catalog = catalog_path.parent.name == "native_can_capabilities"
             domains.append(
                 {
                     "domain": domain,
                     "availability": (
-                        "executable" if domain in self.executable_domains else "catalog_only"
+                        "native_can"
+                        if native_can_catalog
+                        else "executable"
+                        if domain in self.executable_domains
+                        else "catalog_only"
                     ),
                     "capabilities": catalog["spec"]["capabilities"],
                 }
@@ -45,6 +52,9 @@ class CapabilityRegistry:
             "execution_policy": {
                 "executable_domains": sorted(self.executable_domains),
                 "catalog_only_behavior": "return_as_deferred_request",
+                "native_can_behavior": (
+                    "compile_for_body_can_when_hardware_mode_is_authorized"
+                ),
                 "planning_environment": "dry_run_candidate_synthesis",
                 "named_preset_required": False,
                 "fuzzy_goal_behavior": (
diff --git a/src/cognitive_agent/application/conversation_state.py b/src/cognitive_agent/application/conversation_state.py
index d94bc68..26ec711 100755
--- a/src/cognitive_agent/application/conversation_state.py
+++ b/src/cognitive_agent/application/conversation_state.py
@@ -67,6 +67,13 @@ def _new_state(
                     axis: _motion_state(axis, position)
                     for axis, position in MOTION_INITIAL_POSITIONS.items()
                 },
+                "dynamic_mode": {
+                    "mode_id": 0,
+                    "name": "",
+                    "state": "idle",
+                    "repeat": "none",
+                    "max_runtime_ms": 600_000,
+                },
             }
             for target in TARGETS
         },
@@ -246,6 +253,28 @@ class ConversationStateStore:
                     state["last_target"] = action["target"]
                     continue
                 target = action["target"]
+                if action.get("action_type") == "dynamic_mode_stop":
+                    state["devices"][target]["dynamic_mode"] = {
+                        "mode_id": 0,
+                        "name": "",
+                        "state": "idle",
+                        "repeat": "none",
+                        "max_runtime_ms": 600_000,
+                    }
+                    state["last_target"] = target
+                    continue
+                if action.get("action_type") == "dynamic_mode":
+                    state["devices"][target]["dynamic_mode"] = {
+                        "mode_id": int(action["mode_id"]),
+                        "name": str(action.get("mode_name", "")),
+                        "state": "running",
+                        "repeat": str(action.get("repeat", "infinite")),
+                        "max_runtime_ms": int(
+                            action.get("max_runtime_ms", 600_000)
+                        ),
+                    }
+                    state["last_target"] = target
+                    continue
                 if action.get("action_type") == "position":
                     axis = action["axis"]
                     position_state = _motion_state(axis, action["position_pct"])
diff --git a/src/cognitive_agent/application/mode_profile.py b/src/cognitive_agent/application/mode_profile.py
index 33c692f..37da35b 100644
--- a/src/cognitive_agent/application/mode_profile.py
+++ b/src/cognitive_agent/application/mode_profile.py
@@ -102,6 +102,195 @@ class ModeOperation:
         }
 
 
+@dataclass(frozen=True)
+class ModeTimelinePhase:
+    id: str
+    name: str
+    duration_ms: int | None
+    transition: str
+    targets: dict[str, Any]
+    effects: dict[str, Any]
+    completion: str
+    timeout_ms: int | None
+    motion: dict[str, Any]
+    arrival_grace_ms: int = 0
+
+    @classmethod
+    def from_dict(cls, document: dict[str, Any]) -> "ModeTimelinePhase":
+        phase_id = str(document.get("id", "")).strip()
+        if not phase_id:
+            raise ValueError("mode timeline phase id must not be empty")
+        duration_ms = document.get("duration_ms")
+        completion = str(
+            document.get(
+                "completion",
+                "elapsed_time" if duration_ms is not None else "all_targets_reached",
+            )
+        ).strip()
+        if completion not in {"elapsed_time", "all_targets_reached"}:
+            raise ValueError(
+                f"mode timeline phase {phase_id} completion must be elapsed_time or all_targets_reached"
+            )
+        if completion == "elapsed_time":
+            if (
+                not isinstance(duration_ms, int)
+                or isinstance(duration_ms, bool)
+                or duration_ms <= 0
+            ):
+                raise ValueError(
+                    f"mode timeline phase {phase_id} duration_ms must be a positive integer"
+                )
+        elif duration_ms is not None:
+            raise ValueError(
+                f"mode timeline phase {phase_id} duration_ms must be omitted for all_targets_reached"
+            )
+        timeout_ms = document.get("timeout_ms")
+        if timeout_ms is not None and (
+            not isinstance(timeout_ms, int)
+            or isinstance(timeout_ms, bool)
+            or timeout_ms <= 0
+        ):
+            raise ValueError(
+                f"mode timeline phase {phase_id} timeout_ms must be a positive integer"
+            )
+        if completion == "all_targets_reached" and timeout_ms is None:
+            raise ValueError(
+                f"mode timeline phase {phase_id} timeout_ms is required for all_targets_reached"
+            )
+        arrival_grace_ms = document.get("arrival_grace_ms", 0)
+        if (
+            not isinstance(arrival_grace_ms, int)
+            or isinstance(arrival_grace_ms, bool)
+            or arrival_grace_ms < 0
+        ):
+            raise ValueError(
+                f"mode timeline phase {phase_id} arrival_grace_ms must be a non-negative integer"
+            )
+        targets = document.get("targets", {})
+        effects = document.get("effects", {})
+        motion = document.get("motion", {})
+        if (
+            not isinstance(targets, dict)
+            or not isinstance(effects, dict)
+            or not isinstance(motion, dict)
+        ):
+            raise ValueError(
+                f"mode timeline phase {phase_id} targets/effects/motion must be objects"
+            )
+        return cls(
+            id=phase_id,
+            name=str(document.get("name", phase_id)),
+            duration_ms=duration_ms,
+            transition=str(document.get("transition", "hold")),
+            targets=dict(targets),
+            effects=dict(effects),
+            completion=completion,
+            timeout_ms=timeout_ms,
+            motion=dict(motion),
+            arrival_grace_ms=arrival_grace_ms,
+        )
+
+    def to_yaml(self) -> dict[str, Any]:
+        result = {
+            "id": self.id,
+            "name": self.name,
+            "transition": self.transition,
+            "targets": dict(self.targets),
+            "effects": dict(self.effects),
+            "completion": self.completion,
+        }
+        if self.duration_ms is not None:
+            result["duration_ms"] = self.duration_ms
+        if self.timeout_ms is not None:
+            result["timeout_ms"] = self.timeout_ms
+        if self.motion:
+            result["motion"] = dict(self.motion)
+        if self.arrival_grace_ms:
+            result["arrival_grace_ms"] = self.arrival_grace_ms
+        return result
+
+
+@dataclass(frozen=True)
+class ModeTimeline:
+    repeat: str
+    cycle_duration_ms: int | None
+    entry: dict[str, Any]
+    phases: tuple[ModeTimelinePhase, ...]
+    max_runtime_ms: int | None = None
+
+    @classmethod
+    def from_dict(cls, document: dict[str, Any]) -> "ModeTimeline":
+        repeat = str(document.get("repeat", "")).strip()
+        if repeat not in {"once", "infinite", "until_stopped_or_timeout"}:
+            raise ValueError(
+                "mode timeline repeat must be once, infinite, or until_stopped_or_timeout"
+            )
+        max_runtime_ms = document.get("max_runtime_ms")
+        if max_runtime_ms is not None and (
+            not isinstance(max_runtime_ms, int)
+            or isinstance(max_runtime_ms, bool)
+            or max_runtime_ms <= 0
+        ):
+            raise ValueError("mode timeline max_runtime_ms must be a positive integer")
+        if repeat == "until_stopped_or_timeout" and max_runtime_ms is None:
+            raise ValueError(
+                "mode timeline max_runtime_ms is required for until_stopped_or_timeout"
+            )
+        duration_ms = document.get("cycle_duration_ms")
+        if duration_ms is not None and (
+            not isinstance(duration_ms, int)
+            or isinstance(duration_ms, bool)
+            or duration_ms <= 0
+        ):
+            raise ValueError("mode timeline cycle_duration_ms must be positive")
+        raw_entry = document.get("entry", {})
+        raw_phases = document.get("phases", [])
+        if not isinstance(raw_entry, dict):
+            raise ValueError("mode timeline entry must be an object")
+        if not isinstance(raw_phases, list) or not raw_phases:
+            raise ValueError("mode timeline must contain at least one phase")
+        phases = tuple(ModeTimelinePhase.from_dict(item) for item in raw_phases)
+        phase_ids = [phase.id for phase in phases]
+        if len(set(phase_ids)) != len(phase_ids):
+            raise ValueError("mode timeline phase ids must be unique")
+        timed_phases = all(phase.duration_ms is not None for phase in phases)
+        if timed_phases:
+            calculated_duration = sum(
+                int(phase.duration_ms or 0) for phase in phases
+            )
+            if calculated_duration != duration_ms:
+                raise ValueError(
+                    "mode timeline cycle_duration_ms does not equal the sum of phases: "
+                    f"declared={duration_ms}, calculated={calculated_duration}"
+                )
+        elif duration_ms is not None:
+            raise ValueError(
+                "mode timeline cycle_duration_ms must be omitted when a phase completes by target arrival"
+            )
+        return cls(
+            repeat=repeat,
+            cycle_duration_ms=duration_ms,
+            entry=dict(raw_entry),
+            phases=phases,
+            max_runtime_ms=max_runtime_ms,
+        )
+
+    def to_yaml(self) -> dict[str, Any]:
+        result = {
+            "repeat": self.repeat,
+            "entry": dict(self.entry),
+            "phases": [phase.to_yaml() for phase in self.phases],
+        }
+        if self.cycle_duration_ms is not None:
+            result["cycle_duration_ms"] = self.cycle_duration_ms
+        if self.max_runtime_ms is not None:
+            result["max_runtime_ms"] = self.max_runtime_ms
+        return result
+
+    def public_dict(self) -> dict[str, Any]:
+        return self.to_yaml()
+
+
 @dataclass(frozen=True)
 class ModeProfile:
     id: str
@@ -113,6 +302,7 @@ class ModeProfile:
     source: str
     common: bool = True
     vehicle_ids: tuple[str, ...] = ()
+    timeline: ModeTimeline | None = None
 
     @classmethod
     def from_yaml(cls, path: Path, profile_root: Path | None = None) -> "ModeProfile":
@@ -128,6 +318,9 @@ class ModeProfile:
             name,
             [str(alias) for alias in document.get("aliases", [])],
         )
+        raw_timeline = document.get("timeline")
+        if raw_timeline is not None and not isinstance(raw_timeline, dict):
+            raise ValueError(f"{path} timeline must be an object")
         return cls(
             id=str(document["id"]),
             name=name,
@@ -138,10 +331,15 @@ class ModeProfile:
             source=str(path),
             common=common,
             vehicle_ids=vehicle_ids,
+            timeline=(
+                ModeTimeline.from_dict(raw_timeline)
+                if isinstance(raw_timeline, dict)
+                else None
+            ),
         )
 
     def public_dict(self) -> dict[str, Any]:
-        return {
+        result = {
             "id": self.id,
             "name": self.name,
             "aliases": list(self.aliases),
@@ -153,7 +351,11 @@ class ModeProfile:
                 "common": self.common,
                 "vehicle_ids": list(self.vehicle_ids),
             },
+            "behavior": "cyclic" if self.timeline is not None else "static",
         }
+        if self.timeline is not None:
+            result["timeline"] = self.timeline.public_dict()
+        return result
 
 
 class ModeProfileRegistry:
@@ -370,7 +572,7 @@ def _mode_profile_document(
         "common": profile.common,
         "vehicle_ids": list(profile.vehicle_ids),
     }
-    return {
+    document = {
         "id": profile.id,
         "name": profile.name,
         "aliases": list(profile.aliases),
@@ -379,6 +581,9 @@ def _mode_profile_document(
         "scope": scope,
         "operations": [operation.to_yaml() for operation in operations],
     }
+    if profile.timeline is not None:
+        document["timeline"] = profile.timeline.to_yaml()
+    return document
 
 
 def _replace_yaml(path: Path, document: dict[str, Any]) -> None:
diff --git a/src/cognitive_agent/application/model_plan_adapter.py b/src/cognitive_agent/application/model_plan_adapter.py
index 72136b7..fcbdb7e 100755
--- a/src/cognitive_agent/application/model_plan_adapter.py
+++ b/src/cognitive_agent/application/model_plan_adapter.py
@@ -27,7 +27,14 @@ SEAT_MOTION_CAPABILITIES = {
 SEAT_RELATIVE_PHYSICAL_PARAMETERS = {"distance_mm", "angle_delta_deg"}
 SAVE_PRESET_CAPABILITY = "seat.save_posture_preset"
 APPLY_PRESET_CAPABILITY = "seat.apply_posture_preset"
+DYNAMIC_MODE_CAPABILITY = "seat.start_dynamic_mode"
+DYNAMIC_MODE_STOP_CAPABILITY = "seat.stop_dynamic_mode"
+DYNAMIC_MODE_MAX_RUNTIME_MS = 600_000
 HEX_COLOR = re.compile(r"^#[0-9A-Fa-f]{6}$")
+NATIVE_CAN_ONLY_CAPABILITIES = {
+    "climate.set_control_mode",
+    "roof.set_shade_motion",
+}
 
 
 class ModelPlanAdapter:
@@ -69,7 +76,7 @@ class ModelPlanAdapter:
                 )
                 continue
 
-            domain, availability, capability = registered
+            domain, domain_availability, capability = registered
             parameters = {
                 str(item["name"]): item.get("value")
                 for item in request.get("parameters", [])
@@ -93,7 +100,26 @@ class ModelPlanAdapter:
                 )
                 continue
 
-            if availability != "executable":
+            availability = (
+                "native_can"
+                if capability_name in NATIVE_CAN_ONLY_CAPABILITIES
+                else domain_availability
+            )
+            native_only_request = (
+                domain == "seat"
+                and capability_name in SEAT_CAPABILITIES
+                and (
+                    request.get("target_scope") in {"left_rear", "right_rear"}
+                    or parameters.get("level") in {4, 5}
+                )
+            ) or (
+                capability_name == "climate.set_outlet_mode"
+                and (
+                    request.get("target_scope") == "vehicle"
+                    or parameters.get("mode") not in {"face", "feet"}
+                )
+            )
+            if availability != "executable" or native_only_request:
                 values = [value for value in parameters.values() if value is not None]
                 deferred.append(
                     {
@@ -104,6 +130,11 @@ class ModelPlanAdapter:
                         "requested_value": values[0] if len(values) == 1 else None,
                         "parameters": parameters,
                         "reason": request["reason"],
+                        "execution_backend": (
+                            "native_can"
+                            if availability == "native_can" or native_only_request
+                            else availability
+                        ),
                     }
                 )
                 continue
@@ -182,6 +213,20 @@ class ModelPlanAdapter:
                     }
                 )
                 continue
+            if capability_name == DYNAMIC_MODE_STOP_CAPABILITY:
+                dynamic_action = self._dynamic_mode_stop_action(
+                    index, request, parameters, ambiguities
+                )
+                if dynamic_action is not None:
+                    actions.append(dynamic_action)
+                continue
+            if capability_name == DYNAMIC_MODE_CAPABILITY:
+                dynamic_action = self._dynamic_mode_action(
+                    index, request, parameters, ambiguities
+                )
+                if dynamic_action is not None:
+                    actions.append(dynamic_action)
+                continue
             action = self._seat_action(
                 index, request, parameters, ambiguities, context, vehicle_profile
             )
@@ -352,6 +397,79 @@ class ModelPlanAdapter:
             return None
         return {"target": target, "preset_name": preset_name.strip()}
 
+    @staticmethod
+    def _dynamic_mode_action(
+        index: int,
+        request: dict[str, Any],
+        parameters: dict[str, Any],
+        ambiguities: list[dict[str, str]],
+    ) -> dict[str, Any] | None:
+        target = request.get("target_scope")
+        if target != "passenger":
+            ambiguities.append(
+                {
+                    "field": f"requests[{index}].target_scope",
+                    "question": "当前动态座椅模式仅控制副驾。",
+                }
+            )
+            return None
+        mode_id = parameters.get("mode_id")
+        if (
+            not isinstance(mode_id, (int, float))
+            or isinstance(mode_id, bool)
+            or not float(mode_id).is_integer()
+            or int(mode_id) not in {1, 2}
+        ):
+            ambiguities.append(
+                {
+                    "field": f"requests[{index}].parameters.mode_id",
+                    "question": "动态座椅模式编号必须是 1（木马模式）或 2（动态摇篮）。",
+                }
+            )
+            return None
+        normalized_mode_id = int(mode_id)
+        return {
+            "action_type": "dynamic_mode",
+            "target": target,
+            "mode_id": normalized_mode_id,
+            "mode_name": (
+                "木马模式"
+                if normalized_mode_id == 1
+                else "动态摇篮模式"
+            ),
+            "repeat": "until_stopped_or_timeout",
+            "max_runtime_ms": DYNAMIC_MODE_MAX_RUNTIME_MS,
+        }
+
+    @staticmethod
+    def _dynamic_mode_stop_action(
+        index: int,
+        request: dict[str, Any],
+        parameters: dict[str, Any],
+        ambiguities: list[dict[str, str]],
+    ) -> dict[str, Any] | None:
+        target = request.get("target_scope")
+        if target != "passenger":
+            ambiguities.append(
+                {
+                    "field": f"requests[{index}].target_scope",
+                    "question": "当前动态座椅模式仅控制副驾。",
+                }
+            )
+            return None
+        if parameters:
+            ambiguities.append(
+                {
+                    "field": f"requests[{index}].parameters",
+                    "question": "停止动态座椅模式不接受额外参数。",
+                }
+            )
+            return None
+        return {
+            "action_type": "dynamic_mode_stop",
+            "target": target,
+        }
+
     @staticmethod
     def _find_preset(
         presets: list[dict[str, Any]],
diff --git a/src/cognitive_agent/application/native_can_intent.py b/src/cognitive_agent/application/native_can_intent.py
new file mode 100644
index 0000000..7fd7eab
--- /dev/null
+++ b/src/cognitive_agent/application/native_can_intent.py
@@ -0,0 +1,348 @@
+"""Deterministic parsing for the trusted vehicle CAN command vocabulary.
+
+The parser only emits named capabilities.  It never accepts a raw CAN ID or
+payload from a user utterance; byte-level compilation stays in NativeCanRuntime.
+"""
+
+from __future__ import annotations
+
+import re
+from typing import Any
+
+
+WINDOW_TARGETS = {
+    "全部": "all",
+    "所有": "all",
+    "四个": "all",
+    "全车": "all",
+    "前排": "front",
+    "后排": "rear",
+    "左前": "front_left",
+    "前左": "front_left",
+    "右前": "front_right",
+    "前右": "front_right",
+    "左后": "rear_left",
+    "后左": "rear_left",
+    "右后": "rear_right",
+    "后右": "rear_right",
+}
+OUTLET_TARGETS = {
+    "主驾左": "driver_left",
+    "主驾右": "driver_right",
+    "副驾左": "passenger_left",
+    "副驾右": "passenger_right",
+}
+LIGHT_TARGETS = {
+    "全部": "all",
+    "所有": "all",
+    "左前": "front_left",
+    "右前": "front_right",
+    "中排左旋钮": "middle_left_rotary",
+    "中排右旋钮": "middle_right_rotary",
+    "中排左": "middle_left",
+    "中排右": "middle_right",
+    "左后": "rear_left",
+    "右后": "rear_right",
+}
+SEAT_TARGETS = {
+    "driver": "driver",
+    "passenger": "passenger",
+    "left-rear": "left_rear",
+    "right-rear": "right_rear",
+}
+
+
+def _action(
+    domain: str,
+    capability: str,
+    target: str,
+    parameters: dict[str, Any],
+    reason: str,
+) -> dict[str, Any]:
+    return {
+        "domain": domain,
+        "capability": capability,
+        "target": target,
+        "parameters": parameters,
+        "operation": "set",
+        "reason": reason,
+        "execution_backend": "native_can",
+    }
+
+
+def _parse_exact_command(text: str) -> list[dict[str, Any]]:
+    command = " ".join(text.strip().lower().split())
+    match = re.fullmatch(r"door rear (lock|unlock)", command)
+    if match:
+        return [_action("door", "door.set_rear_lock", "rear", {"state": match[1]}, "用户输入了受信任的后排门锁命令。")]
+
+    match = re.fullmatch(
+        r"window (all|front|rear|front-left|front-right|rear-left|rear-right) (open|close|stop)",
+        command,
+    )
+    if match:
+        return [_action("window", "window.set_motion", match[1].replace("-", "_"), {"motion": match[2]}, "用户输入了受信任的车窗动作命令。")]
+    match = re.fullmatch(
+        r"window (front-left|front-right|rear-left|rear-right) position (\d+)",
+        command,
+    )
+    if match and 0 <= int(match[2]) <= 100:
+        return [_action("window", "window.set_position", match[1].replace("-", "_"), {"position_pct": int(match[2])}, "用户输入了受信任的车窗位置命令。")]
+
+    match = re.fullmatch(r"ac (on|off)", command)
+    if match:
+        return [_action("climate", "climate.set_power", "vehicle", {"state": match[1]}, "用户输入了受信任的空调开关命令。")]
+    match = re.fullmatch(r"ac fan ([1-7])", command)
+    if match:
+        return [_action("climate", "climate.set_fan_level", "vehicle", {"level": int(match[1])}, "用户输入了受信任的空调风量命令。")]
+    match = re.fullmatch(
+        r"ac mode (face|face-feet|feet|feet-defrost|defrost|face-feet-defrost|face-defrost)",
+        command,
+    )
+    if match:
+        return [_action("climate", "climate.set_outlet_mode", "vehicle", {"mode": match[1].replace("-", "_")}, "用户输入了受信任的空调出风模式命令。")]
+    match = re.fullmatch(r"ac temp (driver|passenger|rear) (\d+)", command)
+    if match and 18 <= int(match[2]) <= 32:
+        return [_action("climate", "climate.set_temperature", match[1], {"temperature_c": int(match[2])}, "用户输入了受信任的空调温度命令。")]
+    match = re.fullmatch(r"ac control (manual|auto)", command)
+    if match:
+        return [_action("climate", "climate.set_control_mode", "vehicle", {"mode": match[1]}, "用户输入了受信任的空调控制模式命令。")]
+
+    match = re.fullmatch(
+        r"outlet (driver-left|driver-right|passenger-left|passenger-right) percent (\d+) (\d+)",
+        command,
+    )
+    if match and all(0 <= int(value) <= 100 for value in match.groups()[1:]):
+        return [_action("outlet", "outlet.set_position_percent", match[1].replace("-", "_"), {"horizontal_pct": int(match[2]), "vertical_pct": int(match[3])}, "用户输入了受信任的电动风口百分比命令。")]
+    match = re.fullmatch(
+        r"outlet (driver-left|driver-right|passenger-left|passenger-right) position (-?\d+) (-?\d+)",
+        command,
+    )
+    if match and all(-128 <= int(value) <= 126 for value in match.groups()[1:]):
+        return [_action("outlet", "outlet.set_calibrated_position", match[1].replace("-", "_"), {"horizontal_value": int(match[2]), "vertical_value": int(match[3])}, "用户输入了受信任的电动风口标定坐标命令。")]
+
+    match = re.fullmatch(
+        r"seat (driver|passenger|left-rear|right-rear) (heat|vent) (off|[1-5])",
+        command,
+    )
+    if match:
+        parameters: dict[str, Any] = {"state": "off" if match[3] == "off" else "on"}
+        if match[3] != "off":
+            parameters["level"] = int(match[3])
+        capability = "seat.set_heating" if match[2] == "heat" else "seat.set_ventilation"
+        return [_action("seat", capability, SEAT_TARGETS[match[1]], parameters, "用户输入了受信任的整车座椅热舒适命令。")]
+
+    match = re.fullmatch(r"light (indoor|wall) (on|off)", command)
+    if match:
+        capability = "interior_light.set_indoor_power" if match[1] == "indoor" else "interior_light.set_wall_power"
+        return [_action("interior_light", capability, "vehicle", {"state": match[2]}, "用户输入了受信任的车内灯命令。")]
+    match = re.fullmatch(
+        r"light reading (all|front-left|front-right|middle-left|middle-right|middle-left-rotary|middle-right-rotary|rear-left|rear-right) (on|off)",
+        command,
+    )
+    if match:
+        return [_action("interior_light", "interior_light.set_reading_power", match[1].replace("-", "_"), {"state": match[2]}, "用户输入了受信任的阅读灯命令。")]
+    match = re.fullmatch(r"light ambient (on|off)", command)
+    if match:
+        return [_action("ambient_light", "ambient_light.set_power", "vehicle", {"state": match[1]}, "用户输入了受信任的氛围灯开关命令。")]
+    match = re.fullmatch(r"light ambient scene (camping|nap|cinema|meditation|romance)", command)
+    if match:
+        mode = {"nap": "rest", "romance": "romantic"}.get(match[1], match[1])
+        return [_action("ambient_light", "ambient_light.set_mode", "vehicle", {"mode": mode}, "用户输入了受信任的氛围灯场景命令。")]
+    match = re.fullmatch(r"light ambient rgb (\d+) (\d+) (\d+) (\d+)", command)
+    if match:
+        red, green, blue, brightness = map(int, match.groups())
+        if all(1 <= value <= 255 for value in (red, green, blue)) and 0 <= brightness <= 100:
+            return [_action("ambient_light", "ambient_light.set_illumination", "vehicle", {"color_hex": f"#{red:02X}{green:02X}{blue:02X}", "brightness_pct": brightness}, "用户输入了受信任的氛围灯 RGB 命令。")]
+
+    match = re.fullmatch(r"shade (open|close|half|stop)", command)
+    if match:
+        return [_action("roof", "roof.set_shade_motion", "vehicle", {"motion": match[1]}, "用户输入了受信任的遮阳帘动作命令。")]
+    match = re.fullmatch(r"shade position (\d+)", command)
+    if match and 0 <= int(match[1]) <= 100:
+        return [_action("roof", "roof.set_shade_position", "vehicle", {"position_pct": int(match[1])}, "用户输入了受信任的遮阳帘位置命令。")]
+    return []
+
+
+def _parse_chinese_commands(text: str) -> list[dict[str, Any]]:
+    compact = re.sub(r"\s+", "", text)
+    actions: list[dict[str, Any]] = []
+
+    if "空调" in compact or re.search(r"(?:AC|A/C)", text, re.IGNORECASE):
+        if re.search(r"(?:打开|开启|启动)空调", compact):
+            actions.append(_action("climate", "climate.set_power", "vehicle", {"state": "on"}, "用户要求打开空调。"))
+        elif re.search(r"(?:关闭|关掉|关上)空调", compact):
+            actions.append(_action("climate", "climate.set_power", "vehicle", {"state": "off"}, "用户要求关闭空调。"))
+
+        temperature = re.search(
+            r"(?:(主驾|副驾|后排)(?:空调)?(?:温度)?|空调(?:温度)?|温度)(?:调到|设为|设置为|到)?(1[89]|2\d|3[0-2])(?:℃|度)?",
+            compact,
+        )
+        if temperature:
+            target = {"主驾": "driver", "副驾": "passenger", "后排": "rear"}.get(temperature[1], "vehicle")
+            actions.append(_action("climate", "climate.set_temperature", target, {"temperature_c": int(temperature[2])}, "用户指定了空调温度。"))
+
+        fan = re.search(r"(?:风量|风速)(?:调到|设为|设置为|到)?([1-7])(?:档)?", compact)
+        if fan:
+            actions.append(_action("climate", "climate.set_fan_level", "vehicle", {"level": int(fan[1])}, "用户指定了空调风量。"))
+
+        if re.search(r"自动(?:控制|模式)", compact):
+            actions.append(_action("climate", "climate.set_control_mode", "vehicle", {"mode": "auto"}, "用户指定空调自动控制。"))
+        elif re.search(r"手动(?:控制|模式)", compact):
+            actions.append(_action("climate", "climate.set_control_mode", "vehicle", {"mode": "manual"}, "用户指定空调手动控制。"))
+
+        outlet_modes = [
+            ("吹面吹脚除霜", "face_feet_defrost"),
+            ("吹面除霜", "face_defrost"),
+            ("吹脚除霜", "feet_defrost"),
+            ("吹面吹脚", "face_feet"),
+            ("除霜", "defrost"),
+            ("吹脚", "feet"),
+            ("吹面", "face"),
+        ]
+        for label, mode in outlet_modes:
+            if label in compact:
+                actions.append(_action("climate", "climate.set_outlet_mode", "vehicle", {"mode": mode}, "用户指定了空调出风模式。"))
+                break
+
+    if "车窗" in compact:
+        target = next((value for label, value in WINDOW_TARGETS.items() if label in compact), "all")
+        position = re.search(r"(?:位置|开度|调到|设为)(\d{1,3})%", compact)
+        if position and target not in {"all", "front", "rear"} and int(position[1]) <= 100:
+            actions.append(_action("window", "window.set_position", target, {"position_pct": int(position[1])}, "用户指定了单个车窗的绝对开度。"))
+        else:
+            motion = (
+                "stop" if re.search(r"停止|停下|暂停", compact)
+                else "close" if re.search(r"关闭|关上|升起|关窗", compact)
+                else "open" if re.search(r"打开|开启|降下|开窗", compact)
+                else None
+            )
+            if motion:
+                actions.append(_action("window", "window.set_motion", target, {"motion": motion}, "用户指定了车窗目标和动作。"))
+
+    if re.search(r"后排.*(?:门锁|车门)|(?:门锁|车门).*后排", compact):
+        state = "unlock" if re.search(r"解锁|开锁", compact) else "lock" if re.search(r"上锁|落锁|锁上", compact) else None
+        if state:
+            actions.append(_action("door", "door.set_rear_lock", "rear", {"state": state}, "用户指定了后排门锁状态。"))
+
+    if re.search(r"遮阳帘|天幕帘", compact):
+        position = re.search(r"(?:位置|开度|调到|设为)(\d{1,3})%", compact)
+        if position and int(position[1]) <= 100:
+            actions.append(_action("roof", "roof.set_shade_position", "vehicle", {"position_pct": int(position[1])}, "用户指定了遮阳帘开度。"))
+        else:
+            motion = (
+                "stop" if re.search(r"停止|停下|暂停", compact)
+                else "half" if re.search(r"半开|一半", compact)
+                else "close" if re.search(r"关闭|关上", compact)
+                else "open" if re.search(r"打开|开启", compact)
+                else None
+            )
+            if motion:
+                actions.append(_action("roof", "roof.set_shade_motion", "vehicle", {"motion": motion}, "用户指定了遮阳帘动作。"))
+
+    for label, capability in (("室内灯", "interior_light.set_indoor_power"), ("车内灯", "interior_light.set_indoor_power"), ("壁灯", "interior_light.set_wall_power")):
+        if label in compact:
+            state = "off" if re.search(r"关闭|关掉|关上", compact) else "on" if re.search(r"打开|开启", compact) else None
+            if state:
+                actions.append(_action("interior_light", capability, "vehicle", {"state": state}, "用户指定了车内灯状态。"))
+            break
+
+    if "阅读灯" in compact:
+        target = next((value for label, value in LIGHT_TARGETS.items() if label in compact), "all")
+        state = "off" if re.search(r"关闭|关掉|关上", compact) else "on" if re.search(r"打开|开启", compact) else None
+        if state:
+            actions.append(_action("interior_light", "interior_light.set_reading_power", target, {"state": state}, "用户指定了阅读灯区域和状态。"))
+
+    outlet_target = next((value for label, value in OUTLET_TARGETS.items() if f"{label}风口" in compact), None)
+    outlet_position = re.search(r"(?:左右|水平)(\d{1,3})%?.*?(?:上下|垂直)(\d{1,3})%?", compact)
+    if outlet_target and outlet_position and all(int(value) <= 100 for value in outlet_position.groups()):
+        actions.append(_action("outlet", "outlet.set_position_percent", outlet_target, {"horizontal_pct": int(outlet_position[1]), "vertical_pct": int(outlet_position[2])}, "用户指定了已标定风口的双轴百分比位置。"))
+    return actions
+
+
+def _signature(action: dict[str, Any]) -> tuple[str, str, str, tuple[tuple[str, str], ...]]:
+    return (
+        str(action.get("domain")),
+        str(action.get("capability")),
+        str(action.get("target", action.get("target_scope"))),
+        tuple(sorted((str(key), repr(value)) for key, value in action.get("parameters", {}).items())),
+    )
+
+
+def merge_native_can_intent(parsed: dict[str, Any], utterance: str) -> dict[str, Any]:
+    """Add deterministic vehicle-CAN actions without duplicating model requests."""
+
+    clauses = [part for part in re.split(r"[，,。；;！!？?]+", utterance) if part.strip()]
+    exact_actions = [action for clause in clauses for action in _parse_exact_command(clause)]
+    actions = exact_actions or _parse_chinese_commands(utterance)
+    if not actions:
+        return parsed
+
+    result = dict(parsed)
+    existing = [
+        *result.get("actions", []),
+        *result.get("native_can_actions", []),
+        *[
+            item
+            for item in result.get("deferred_requests", [])
+            if item.get("execution_backend") == "native_can"
+        ],
+    ]
+    signatures = {_signature(item) for item in existing}
+    unique_actions = [item for item in actions if _signature(item) not in signatures]
+    if not unique_actions:
+        return result
+
+    result["native_can_actions"] = [
+        *result.get("native_can_actions", []),
+        *unique_actions,
+    ]
+    result["deferred_requests"] = [
+        *result.get("deferred_requests", []),
+        *[
+            {
+                "domain": item["domain"],
+                "capability": item["capability"],
+                "target_scope": item["target"],
+                "desired_change": item["operation"],
+                "requested_value": next(iter(item["parameters"].values())) if len(item["parameters"]) == 1 else None,
+                "parameters": dict(item["parameters"]),
+                "reason": item["reason"],
+                "execution_backend": "native_can",
+            }
+            for item in unique_actions
+        ],
+    ]
+    result["model_requests"] = [
+        *result.get("model_requests", []),
+        *[
+            {
+                "domain": item["domain"],
+                "capability": item["capability"],
+                "target_scope": item["target"],
+                "operation": item["operation"],
+                "parameters": [
+                    {"name": name, "value": value}
+                    for name, value in item["parameters"].items()
+                ],
+                "reason": item["reason"],
+            }
+            for item in unique_actions
+        ],
+    ]
+    domains = list(result.get("detected_domains", []))
+    for item in unique_actions:
+        if item["domain"] not in domains:
+            domains.append(item["domain"])
+    result["detected_domains"] = domains
+    result["ambiguities"] = [
+        item
+        for item in result.get("ambiguities", [])
+        if item.get("field") != "capability"
+    ]
+    result["decision_summary"] = [
+        *result.get("decision_summary", []),
+        *[item["reason"] for item in unique_actions],
+    ]
+    result["confidence"] = max(float(result.get("confidence", 0)), 0.98)
+    return result
diff --git a/src/cognitive_agent/application/native_can_runtime.py b/src/cognitive_agent/application/native_can_runtime.py
new file mode 100644
index 0000000..3e5892f
--- /dev/null
+++ b/src/cognitive_agent/application/native_can_runtime.py
@@ -0,0 +1,864 @@
+"""Trusted compilation and execution support for CAN_DEV vehicle controls."""
+
+from __future__ import annotations
+
+import hashlib
+import json
+import time
+from dataclasses import dataclass
+from datetime import UTC, datetime
+from pathlib import Path
+from typing import Any, Callable
+
+import yaml
+
+from cognitive_agent.infrastructure.can.gateway import CanBus, CanFrame
+
+
+def _now() -> str:
+    return datetime.now(UTC).isoformat().replace("+00:00", "Z")
+
+
+def _set_bits(payload: bytearray, start: int, length: int, value: int) -> None:
+    if length <= 0 or start < 0 or start + length > len(payload) * 8:
+        raise ValueError("invalid bit range")
+    if value < 0 or value >= (1 << length):
+        raise ValueError(f"value {value} does not fit in {length} bits")
+    for offset in range(length):
+        bit = start + offset
+        mask = 1 << (bit % 8)
+        if value & (1 << offset):
+            payload[bit // 8] |= mask
+        else:
+            payload[bit // 8] &= ~mask
+
+
+@dataclass(frozen=True)
+class NativeFrameSpec:
+    frame_id: int
+    payload: bytes
+    is_fd: bool = False
+    bitrate_switch: bool = False
+    repeat_count: int = 1
+    period_ms: int = 0
+    feedback_ids: tuple[int, ...] = ()
+    expected_feedback: str = ""
+    special_handler: str = ""
+    special_parameters: dict[str, Any] | None = None
+
+
+class NativeCanCompileError(ValueError):
+    """Raised when a request is outside the CAN_DEV verified vocabulary."""
+
+
+class NativeCanRuntime:
+    """Compile named capabilities into byte-exact CAN_DEV frames."""
+
+    compiler_version = "1.0.0"
+    mapping_version = "can-dev-6e7ed04"
+
+    def __init__(self, repository_root: Path):
+        self.root = repository_root
+        calibration_path = (
+            repository_root
+            / "platforms"
+            / "t2g_cabin_bench"
+            / "calibration"
+            / "body_can.yaml"
+        )
+        self.calibration_path = calibration_path
+        self.calibration = yaml.safe_load(calibration_path.read_text(encoding="utf-8"))
+        self.capabilities: dict[str, dict[str, Any]] = {}
+        catalog_paths = [
+            *(repository_root / "domains").glob("*/config/capabilities.yaml"),
+            *(repository_root / "config" / "native_can_capabilities").glob("*.yaml"),
+        ]
+        for path in sorted(catalog_paths):
+            catalog = yaml.safe_load(path.read_text(encoding="utf-8"))
+            for capability in catalog.get("spec", {}).get("capabilities", []):
+                self.capabilities[capability["name"]] = capability
+
+    @property
+    def supported_capabilities(self) -> frozenset[str]:
+        return frozenset(
+            {
+                "door.set_rear_lock",
+                "window.set_motion",
+                "window.set_position",
+                "climate.set_power",
+                "climate.set_ac",
+                "climate.set_fan_level",
+                "climate.set_outlet_mode",
+                "climate.set_temperature",
+                "climate.set_control_mode",
+                "outlet.set_position_percent",
+                "outlet.set_calibrated_position",
+                "seat.set_heating",
+                "seat.set_ventilation",
+                "interior_light.set_indoor_power",
+                "interior_light.set_wall_power",
+                "interior_light.set_reading_power",
+                "ambient_light.set_power",
+                "ambient_light.set_mode",
+                "ambient_light.set_illumination",
+                "roof.set_shade_motion",
+                "roof.set_shade_position",
+            }
+        )
+
+    def supports(self, action: dict[str, Any]) -> bool:
+        return str(action.get("capability")) in self.supported_capabilities
+
+    def build_function_config(
+        self,
+        domain: str,
+        actions: list[dict[str, Any]],
+        request_id: str,
+        provider: str,
+    ) -> dict[str, Any]:
+        operations = []
+        for index, action in enumerate(actions, start=1):
+            capability_name = str(action["capability"])
+            if capability_name not in self.supported_capabilities:
+                raise NativeCanCompileError(
+                    f"CAN_DEV does not implement {capability_name}"
+                )
+            capability = self.capabilities[capability_name]
+            target = str(action.get("target", action.get("target_scope", "vehicle")))
+            if target not in capability.get("target_scopes", []):
+                raise NativeCanCompileError(
+                    f"{capability_name} does not support target {target}"
+                )
+            suffix = capability_name.split(".", 1)[1]
+            operation_id = f"{target}_{suffix}_{index}"[:63]
+            operations.append(
+                {
+                    "id": operation_id,
+                    "capability": capability_name,
+                    "target": {
+                        "device": capability["target_devices"][0],
+                        "zone": target,
+                    },
+                    "parameters": dict(action.get("parameters", {})),
+                    "timeout_ms": 15_000 if capability_name == "window.set_position" else 4_000,
+                    "failure_policy": "abort",
+                }
+            )
+        return {
+            "apiVersion": "cognitive-agent/v1alpha1",
+            "kind": "FunctionConfig",
+            "metadata": {
+                "id": f"native-{domain}-{request_id}",
+                "name": f"{domain.replace('_', ' ').title()} native CAN function",
+                "version": "1.0.0",
+                "request_id": request_id,
+                "generated_at": _now(),
+                "labels": {
+                    "provider": provider,
+                    "execution_scope": "vehicle_can_channel_1",
+                    "source_branch": "CAN_DEV",
+                },
+            },
+            "spec": {
+                "domain": domain,
+                "operations": operations,
+                "assumptions": [
+                    "Only named, range-checked CAN_DEV capabilities may reach the body CAN channel.",
+                    "The body CAN channel uses ISO CAN FD at 500 kbit/s arbitration and 2 Mbit/s data rate.",
+                ],
+            },
+        }
+
+    def compile(self, function_config: dict[str, Any]) -> dict[str, Any]:
+        commands: list[dict[str, Any]] = []
+        for operation_index, operation in enumerate(
+            function_config["spec"]["operations"], start=1
+        ):
+            specs = self._frame_specs(operation)
+            for frame_index, spec in enumerate(specs, start=1):
+                signals: dict[str, int | bool | str] = {
+                    "frame_id": f"0x{spec.frame_id:03X}",
+                    "data_hex": " ".join(f"{byte:02X}" for byte in spec.payload),
+                    "is_fd": spec.is_fd,
+                    "bitrate_switch": spec.bitrate_switch,
+                    "feedback_ids": ",".join(
+                        f"0x{frame_id:03X}" for frame_id in spec.feedback_ids
+                    ),
+                    "expected_feedback": spec.expected_feedback,
+                }
+                if spec.special_handler:
+                    signals["special_handler"] = spec.special_handler
+                    signals["special_parameters"] = json.dumps(
+                        spec.special_parameters or {},
+                        ensure_ascii=False,
+                        sort_keys=True,
+                    )
+                command: dict[str, Any] = {
+                    "id": f"native_{operation_index}_{frame_index}_control",
+                    "operation_ref": operation["id"],
+                    "bus": "body_can",
+                    "message": f"Native_0x{spec.frame_id:03X}",
+                    "signals": signals,
+                    "send_offset_ms": (operation_index - 1) * 20,
+                }
+                if spec.repeat_count > 1:
+                    command["repeat"] = {
+                        "count": spec.repeat_count,
+                        "period_ms": spec.period_ms,
+                    }
+                commands.append(command)
+
+        canonical = json.dumps(
+            function_config, ensure_ascii=False, sort_keys=True
+        ).encode("utf-8")
+        metadata = function_config["metadata"]
+        domain = function_config["spec"]["domain"]
+        return {
+            "apiVersion": "cognitive-agent/v1alpha1",
+            "kind": "CommandPlan",
+            "metadata": {
+                "id": f"plan-native-{domain}-{metadata['request_id']}",
+                "name": f"{domain.replace('_', ' ').title()} native CAN command plan",
+                "version": "1.0.0",
+                "request_id": metadata["request_id"],
+                "labels": {
+                    "execution_scope": "vehicle_can_channel_1",
+                    "source_branch": "CAN_DEV",
+                },
+            },
+            "spec": {
+                "domain": domain,
+                "platform": "t2g_cabin_bench",
+                "source": {
+                    "config_id": metadata["id"],
+                    "config_version": metadata["version"],
+                    "config_sha256": hashlib.sha256(canonical).hexdigest(),
+                    "compiler_version": self.compiler_version,
+                    "mapping_version": self.mapping_version,
+                },
+                "commands": commands,
+            },
+        }
+
+    def execute_virtual(
+        self,
+        command_plan: dict[str, Any],
+        function_config: dict[str, Any],
+    ) -> dict[str, Any]:
+        started_at = _now()
+        operations = {
+            operation["id"]: operation
+            for operation in function_config["spec"]["operations"]
+        }
+        results = []
+        for command in command_plan["spec"]["commands"]:
+            operation = operations[command["operation_ref"]]
+            results.append(
+                {
+                    "ref": operation["id"],
+                    "domain": function_config["spec"]["domain"],
+                    "status": "succeeded",
+                    "message": "已完成 CAN_DEV 帧编译；dry-run 未打开物理 CAN。",
+                    "telemetry": {
+                        "target": operation["target"]["zone"],
+                        "requested_parameters": operation["parameters"],
+                        "command_frame": self.command_frame_public(command),
+                        "source_branch": "CAN_DEV",
+                        "simulated": True,
+                    },
+                }
+            )
+        return self._report(function_config, results, started_at, "dry_run")
+
+    @staticmethod
+    def command_frame_public(command: dict[str, Any]) -> dict[str, Any]:
+        signals = command["signals"]
+        return {
+            "frame_id": signals["frame_id"],
+            "payload_size": len(bytes.fromhex(str(signals["data_hex"]))),
+            "data_hex": signals["data_hex"],
+            "channel": 1,
+            "frame_format": "can_fd" if signals["is_fd"] else "classic_can",
+            "bitrate_switch": bool(signals["bitrate_switch"]),
+            "repeat": command.get("repeat", {"count": 1, "period_ms": 0}),
+        }
+
+    @staticmethod
+    def _report(
+        function_config: dict[str, Any],
+        results: list[dict[str, Any]],
+        started_at: str,
+        mode: str,
+    ) -> dict[str, Any]:
+        succeeded = all(item["status"] == "succeeded" for item in results)
+        request_id = function_config["metadata"]["request_id"]
+        domain = function_config["spec"]["domain"]
+        return {
+            "apiVersion": "cognitive-agent/v1alpha1",
+            "kind": "ExecutionReport",
+            "metadata": {
+                "id": f"report-native-{domain}-{request_id}",
+                "name": f"{domain.replace('_', ' ').title()} native CAN execution report",
+                "version": "1.0.0",
+                "request_id": request_id,
+                "labels": {
+                    "simulation": "false" if mode == "vehicle" else "true",
+                    "source_branch": "CAN_DEV",
+                },
+            },
+            "spec": {
+                "mode": mode,
+                "status": "succeeded" if succeeded else "failed",
+                "started_at": started_at,
+                "finished_at": _now(),
+                "results": results,
+            },
+        }
+
+    def _frame_specs(self, operation: dict[str, Any]) -> list[NativeFrameSpec]:
+        capability = operation["capability"]
+        target = operation["target"]["zone"]
+        parameters = operation["parameters"]
+
+        if capability in {"climate.set_power", "climate.set_ac"}:
+            state = self._enum(parameters, "state", {"on": 1, "off": 2})
+            payload = bytearray(8)
+            _set_bits(payload, 28, 2, state)
+            return [self._classic(0x1DE, payload, 3, 100, (0x404,), f"climate_power:{parameters['state']}")]
+        if capability == "climate.set_fan_level":
+            level = self._integer(parameters, "level", 1, 7)
+            payload = bytearray(8)
+            _set_bits(payload, 4, 4, level)
+            return [self._classic(0x1DE, payload, 3, 100, (0x404,), f"climate_fan:{level}")]
+        if capability == "climate.set_outlet_mode":
+            mode = self._enum(
+                parameters,
+                "mode",
+                {
+                    "face": 1,
+                    "face_feet": 2,
+                    "feet": 3,
+                    "feet_defrost": 4,
+                    "defrost": 5,
+                    "face_feet_defrost": 6,
+                    "face_defrost": 7,
+                },
+            )
+            payload = bytearray(8)
+            _set_bits(payload, 0, 4, mode)
+            return [self._classic(0x1DE, payload, 3, 100, (0x404,), f"climate_mode:{mode}")]
+        if capability == "climate.set_control_mode":
+            mode = self._enum(parameters, "mode", {"manual": 1, "auto": 2})
+            payload = bytearray(8)
+            _set_bits(payload, 16, 2, mode)
+            return [self._classic(0x1DE, payload, 3, 100, (0x404,), f"climate_control:{mode}")]
+        if capability == "climate.set_temperature":
+            temperature = self._integer(parameters, "temperature_c", 18, 32)
+            starts = {
+                "driver": (32,),
+                "passenger": (40,),
+                "rear": (48,),
+                "rear_row": (48,),
+                "rear_left": (48,),
+                "rear_right": (48,),
+                "vehicle": (32, 40),
+                "front_row": (32, 40),
+            }
+            if target not in starts:
+                raise NativeCanCompileError(
+                    f"climate.set_temperature does not support target {target}"
+                )
+            specs = []
+            for start in starts[target]:
+                payload = bytearray(8)
+                _set_bits(payload, start, 8, temperature)
+                label = "driver" if start == 32 else "passenger" if start == 40 else "rear"
+                specs.append(
+                    self._classic(
+                        0x1DE,
+                        payload,
+                        1 if start == 48 else 3,
+                        100,
+                        (0x404,),
+                        f"climate_temperature:{label}:{temperature}",
+                    )
+                )
+            return specs
+
+        if capability == "door.set_rear_lock":
+            state = self._enum(parameters, "state", {"lock": 1, "unlock": 2})
+            payload = bytearray(8)
+            payload[0] = 0x0A
+            _set_bits(payload, 14, 2, state)
+            return [self._classic(0x32B, payload, feedback_ids=(0x407,), expected=f"rear_lock:{parameters['state']}")]
+
+        if capability == "window.set_motion":
+            motion = self._enum(parameters, "motion", {"open": 1, "close": 2, "stop": 3})
+            payload = self._window_payload(target, motion)
+            return [self._fd(0x431, payload, 3, 100, (0x388,), f"window_motion:{target}:{parameters['motion']}")]
+        if capability == "window.set_position":
+            position = self._integer(parameters, "position_pct", 0, 100)
+            if target not in {"front_left", "rear_left", "front_right", "rear_right"}:
+                raise NativeCanCompileError("absolute window position requires one window")
+            return [
+                NativeFrameSpec(
+                    frame_id=0x431,
+                    payload=self._window_payload(target, 3),
+                    is_fd=True,
+                    bitrate_switch=True,
+                    feedback_ids=(0x388,),
+                    expected_feedback=f"window_position:{target}:{position}",
+                    special_handler="window_position",
+                    special_parameters={"target": target, "position_pct": position},
+                )
+            ]
+
+        if capability in {"seat.set_heating", "seat.set_ventilation"}:
+            return [self._body_seat_frame(capability, target, parameters)]
+
+        if capability in {"outlet.set_position_percent", "outlet.set_calibrated_position"}:
+            return [self._outlet_frame(capability, target, parameters)]
+
+        if capability == "interior_light.set_indoor_power":
+            state = self._enum(parameters, "state", {"on": 1, "off": 2})
+            payload = bytearray(8)
+            payload[0] = 0x0A
+            _set_bits(payload, 24, 3, state)
+            return [self._classic(0x32B, payload, feedback_ids=(0x42E,), expected=f"indoor_light:{parameters['state']}")]
+        if capability == "interior_light.set_wall_power":
+            state = self._enum(parameters, "state", {"on": 1, "off": 2})
+            payload = bytearray(8)
+            payload[0] = 0x11
+            _set_bits(payload, 20, 2, state)
+            return [self._classic(0x32B, payload)]
+        if capability == "interior_light.set_reading_power":
+            return [self._reading_light_frame(target, parameters)]
+
+        if capability == "ambient_light.set_power":
+            value = self._enum(parameters, "state", {"off": 6, "on": 7})
+            payload = bytearray(8)
+            payload[0] = 0x0A
+            _set_bits(payload, 27, 5, value)
+            return [self._classic(0x32B, payload, feedback_ids=(0x42E,), expected=f"ambient_power:{parameters['state']}")]
+        if capability == "ambient_light.set_mode":
+            value = self._enum(
+                parameters,
+                "mode",
+                {"camping": 1, "rest": 2, "cinema": 3, "meditation": 4, "romantic": 5, "off": 6, "on": 7},
+            )
+            payload = bytearray(8)
+            payload[0] = 0x0A
+            _set_bits(payload, 27, 5, value)
+            return [self._classic(0x32B, payload, feedback_ids=(0x42E,), expected=f"ambient_mode:{value}")]
+        if capability == "ambient_light.set_illumination":
+            color = str(parameters.get("color_hex", ""))
+            if len(color) != 7 or not color.startswith("#"):
+                raise NativeCanCompileError("color_hex must use #RRGGBB")
+            try:
+                red, green, blue = (int(color[index : index + 2], 16) for index in (1, 3, 5))
+            except ValueError as exc:
+                raise NativeCanCompileError("color_hex must use #RRGGBB") from exc
+            if not all(1 <= value <= 255 for value in (red, green, blue)):
+                raise NativeCanCompileError("CAN_DEV RGB components must be between 1 and 255")
+            brightness = self._integer(parameters, "brightness_pct", 0, 100)
+            payload = bytearray((0x2B, red, green, blue, 0, 0, 0, 0))
+            _set_bits(payload, 32, 7, brightness)
+            return [self._classic(0x32B, payload, feedback_ids=(0x42E,), expected="ambient_rgb")]
+
+        if capability == "roof.set_shade_motion":
+            motion = self._enum(parameters, "motion", {"open": 1, "close": 2, "half": 3, "stop": 4})
+            payload = bytearray(8)
+            _set_bits(payload, 4, 4, motion)
+            return [self._classic(0x431, payload, feedback_ids=(0x41A,), expected=f"shade_motion:{motion}")]
+        if capability == "roof.set_shade_position":
+            position = self._integer(parameters, "position_pct", 0, 100)
+            payload = bytearray(8)
+            payload[3] = 0xFF
+            payload[4] = position
+            return [self._classic(0x4F5, payload, feedback_ids=(0x41A,), expected=f"shade_position:{position}")]
+
+        raise NativeCanCompileError(f"CAN_DEV does not implement {capability}")
+
+    @staticmethod
+    def _classic(
+        frame_id: int,
+        payload: bytes | bytearray,
+        repeat: int = 1,
+        period_ms: int = 0,
+        feedback_ids: tuple[int, ...] = (),
+        expected: str = "",
+    ) -> NativeFrameSpec:
+        return NativeFrameSpec(
+            frame_id,
+            bytes(payload),
+            repeat_count=repeat,
+            period_ms=period_ms,
+            feedback_ids=feedback_ids,
+            expected_feedback=expected,
+        )
+
+    @staticmethod
+    def _fd(
+        frame_id: int,
+        payload: bytes | bytearray,
+        repeat: int = 1,
+        period_ms: int = 0,
+        feedback_ids: tuple[int, ...] = (),
+        expected: str = "",
+    ) -> NativeFrameSpec:
+        return NativeFrameSpec(
+            frame_id,
+            bytes(payload),
+            is_fd=True,
+            bitrate_switch=True,
+            repeat_count=repeat,
+            period_ms=period_ms,
+            feedback_ids=feedback_ids,
+            expected_feedback=expected,
+        )
+
+    @staticmethod
+    def _enum(parameters: dict[str, Any], name: str, values: dict[str, int]) -> int:
+        value = str(parameters.get(name))
+        try:
+            return values[value]
+        except KeyError as exc:
+            raise NativeCanCompileError(
+                f"{name} must be one of {', '.join(values)}"
+            ) from exc
+
+    @staticmethod
+    def _integer(
+        parameters: dict[str, Any], name: str, minimum: int, maximum: int
+    ) -> int:
+        value = parameters.get(name)
+        if isinstance(value, bool) or not isinstance(value, (int, float)):
+            raise NativeCanCompileError(f"{name} must be an integer")
+        integer = int(value)
+        if integer != value or not minimum <= integer <= maximum:
+            raise NativeCanCompileError(
+                f"{name} must be between {minimum} and {maximum}"
+            )
+        return integer
+
+    @staticmethod
+    def _window_payload(target: str, motion: int) -> bytes:
+        masks = {
+            "front_left": 0b0001,
+            "rear_left": 0b0010,
+            "front_right": 0b0100,
+            "rear_right": 0b1000,
+            "front": 0b0101,
+            "rear": 0b1010,
+            "all": 0b1111,
+        }
+        try:
+            mask = masks[target]
+        except KeyError as exc:
+            raise NativeCanCompileError(f"unsupported window target {target}") from exc
+        starts = (48, 56, 51, 59)
+        payload = bytearray(8)
+        for index, start in enumerate(starts):
+            if mask & (1 << index):
+                _set_bits(payload, start, 3, motion)
+        return bytes(payload)
+
+    def _outlet_frame(
+        self, capability: str, target: str, parameters: dict[str, Any]
+    ) -> NativeFrameSpec:
+        ranges = self.calibration["air_outlet"]["ranges"]
+        if target not in ranges:
+            raise NativeCanCompileError(f"unsupported outlet target {target}")
+        if capability == "outlet.set_position_percent":
+            horizontal_pct = self._integer(parameters, "horizontal_pct", 0, 100)
+            vertical_pct = self._integer(parameters, "vertical_pct", 0, 100)
+            horizontal_range = ranges[target]["horizontal"]
+            vertical_range = ranges[target]["vertical"]
+            horizontal = horizontal_range[0] + (
+                (horizontal_range[1] - horizontal_range[0]) * horizontal_pct + 50
+            ) // 100
+            vertical = vertical_range[0] + (
+                (vertical_range[1] - vertical_range[0]) * vertical_pct + 50
+            ) // 100
+        else:
+            horizontal = self._integer(parameters, "horizontal_value", -128, 126)
+            vertical = self._integer(parameters, "vertical_value", -128, 126)
+            horizontal_range = ranges[target]["horizontal"]
+            vertical_range = ranges[target]["vertical"]
+            if not horizontal_range[0] <= horizontal <= horizontal_range[1]:
+                raise NativeCanCompileError("horizontal_value exceeds the calibrated range")
+            if not vertical_range[0] <= vertical <= vertical_range[1]:
+                raise NativeCanCompileError("vertical_value exceeds the calibrated range")
+
+        side, position = target.split("_", 1)
+        sub_id = 0x02 if side == "driver" else 0x03
+        starts = {
+            "left": (24, 8),
+            "right": (32, 16),
+        }
+        horizontal_start, vertical_start = starts[position]
+        payload = bytearray((sub_id, 0xFF, 0xFF, 0xFF, 0xFF, 0, 0, 0))
+        if sub_id == 0x02:
+            payload[6] = 0xFF
+            payload[7] = 0xFF
+        _set_bits(payload, horizontal_start, 8, horizontal + 128)
+        _set_bits(payload, vertical_start, 8, vertical + 128)
+        return self._fd(
+            0x4EF,
+            payload,
+            3,
+            100,
+            (0x2F5, 0x37B),
+            f"outlet:{target}:{horizontal}:{vertical}",
+        )
+
+    def _body_seat_frame(
+        self, capability: str, target: str, parameters: dict[str, Any]
+    ) -> NativeFrameSpec:
+        indexes = {"driver": 0, "passenger": 1, "left_rear": 2, "right_rear": 3}
+        if target not in indexes:
+            raise NativeCanCompileError(f"unsupported body seat target {target}")
+        state = str(parameters.get("state"))
+        if state not in {"on", "off"}:
+            raise NativeCanCompileError("state must be on or off")
+        feature = "heating" if capability.endswith("heating") else "ventilation"
+        index = indexes[target]
+        payload = bytearray(8)
+        if state == "off":
+            payload[0] = 0x20
+            starts = (12, 20, 28, 36) if feature == "heating" else (8, 16, 24, 32)
+            _set_bits(payload, starts[index], 2, 2)
+        else:
+            level = self._integer(parameters, "level", 1, 5)
+            payload[0] = 0x21
+            starts = (12, 20, 28, 36) if feature == "heating" else (8, 16, 24, 32)
+            _set_bits(payload, starts[index], 4, level)
+        return self._classic(0x4C1, payload, feedback_ids=(0x42A,), expected=f"body_seat:{target}:{feature}:{state}")
+
+    def _reading_light_frame(
+        self, target: str, parameters: dict[str, Any]
+    ) -> NativeFrameSpec:
+        state = self._enum(parameters, "state", {"off": 1, "on": 2})
+        if target == "all":
+            payload = bytearray((0, 0, 3, 0xFF, 0xFF, 0, 0, 0))
+            _set_bits(payload, 50, 2, state)
+            return self._fd(0x4F5, payload, 3, 100, (0x42E,), f"reading_all:{parameters['state']}")
+        starts = {
+            "front_left": 0,
+            "front_right": 2,
+            "middle_left": 4,
+            "middle_right": 6,
+            "middle_left_rotary": 8,
+            "middle_right_rotary": 10,
+            "rear_left": 12,
+            "rear_right": 14,
+        }
+        try:
+            start = starts[target]
+        except KeyError as exc:
+            raise NativeCanCompileError(f"unsupported reading-light target {target}") from exc
+        payload = bytearray(8)
+        _set_bits(payload, start, 2, state)
+        return self._fd(0x1B2, payload, 3, 100, expected=f"reading:{target}:{parameters['state']}")
+
+
+class NativeCanExecutor:
+    """Submit compiled vehicle frames and capture post-command feedback."""
+
+    def __init__(
+        self,
+        bus_factory: Callable[[], CanBus],
+        *,
+        feedback_timeout_ms: int = 1_200,
+    ):
+        self.bus_factory = bus_factory
+        self.feedback_timeout_ms = feedback_timeout_ms
+
+    def execute(
+        self,
+        runtime: NativeCanRuntime,
+        command_plan: dict[str, Any],
+        function_config: dict[str, Any],
+    ) -> dict[str, Any]:
+        started_at = _now()
+        operations = {
+            operation["id"]: operation
+            for operation in function_config["spec"]["operations"]
+        }
+        results: list[dict[str, Any]] = []
+        bus = self.bus_factory()
+        try:
+            for command in command_plan["spec"]["commands"]:
+                operation = operations[command["operation_ref"]]
+                try:
+                    if command["signals"].get("special_handler") == "window_position":
+                        sent_frames, feedback = self._execute_window_position(bus, command)
+                    else:
+                        sent_frames = self._send_command(bus, command)
+                        feedback = self._wait_feedback(bus, command)
+                    feedback_match = self._feedback_matches(command, feedback)
+                    feedback_required = bool(
+                        str(command["signals"].get("feedback_ids", "")).strip()
+                    )
+                    verified = (
+                        (not feedback_required or feedback is not None)
+                        and feedback_match is not False
+                    )
+                    results.append(
+                        {
+                            "ref": operation["id"],
+                            "domain": function_config["spec"]["domain"],
+                            "status": "succeeded" if verified else "failed",
+                            "message": (
+                                "CAN 盒已提交车端控制帧并观察到匹配反馈。"
+                                if feedback_match is True
+                                else "CAN 盒已提交车端控制帧并观察到后续状态帧。"
+                                if feedback is not None
+                                else "CAN 盒已提交车端控制帧；当前反馈窗口未观察到对应状态帧。"
+                            ),
+                            "telemetry": {
+                                "target": operation["target"]["zone"],
+                                "requested_parameters": operation["parameters"],
+                                "command_frame": runtime.command_frame_public(command),
+                                "sent_frames": [frame.public() for frame in sent_frames],
+                                "feedback_frame": feedback.public() if feedback else None,
+                                "feedback_observed": feedback is not None,
+                                "feedback_match": feedback_match,
+                                "feedback_required": feedback_required,
+                                "channel": 1,
+                                "simulated": False,
+                            },
+                        }
+                    )
+                except Exception as exc:  # noqa: BLE001 - normalize adapter faults
+                    results.append(
+                        {
+                            "ref": operation["id"],
+                            "domain": function_config["spec"]["domain"],
+                            "status": "failed",
+                            "message": str(exc),
+                            "telemetry": {
+                                "target": operation["target"]["zone"],
+                                "requested_parameters": operation["parameters"],
+                                "command_frame": runtime.command_frame_public(command),
+                                "channel": 1,
+                                "simulated": False,
+                            },
+                        }
+                    )
+                    break
+        finally:
+            bus.close()
+        return runtime._report(function_config, results, started_at, "vehicle")
+
+    @staticmethod
+    def _send_command(bus: CanBus, command: dict[str, Any]) -> list[CanFrame]:
+        signals = command["signals"]
+        frame_id = int(str(signals["frame_id"]), 0)
+        payload = bytes.fromhex(str(signals["data_hex"]))
+        repeat = command.get("repeat", {"count": 1, "period_ms": 0})
+        sent: list[CanFrame] = []
+        for index in range(int(repeat["count"])):
+            sent.append(
+                bus.send(
+                    frame_id,
+                    payload,
+                    is_fd=bool(signals["is_fd"]),
+                    bitrate_switch=bool(signals["bitrate_switch"]),
+                )
+            )
+            if index + 1 < int(repeat["count"]):
+                time.sleep(int(repeat["period_ms"]) / 1000)
+        return sent
+
+    def _wait_feedback(
+        self, bus: CanBus, command: dict[str, Any]
+    ) -> CanFrame | None:
+        raw_ids = str(command["signals"].get("feedback_ids", ""))
+        feedback_ids = {
+            int(value, 0) for value in raw_ids.split(",") if value.strip()
+        }
+        if not feedback_ids:
+            return None
+        deadline = time.monotonic() + self.feedback_timeout_ms / 1000
+        while time.monotonic() < deadline:
+            remaining_ms = max(1, int((deadline - time.monotonic()) * 1000))
+            frame = bus.receive(min(remaining_ms, 100), include_fd=True)
+            if frame is not None and frame.arbitration_id in feedback_ids:
+                return frame
+        return None
+
+    def _execute_window_position(
+        self, bus: CanBus, command: dict[str, Any]
+    ) -> tuple[list[CanFrame], CanFrame | None]:
+        parameters = json.loads(command["signals"]["special_parameters"])
+        target = str(parameters["target"])
+        goal = int(parameters["position_pct"])
+        indexes = {"front_left": 0, "rear_left": 1, "front_right": 2, "rear_right": 3}
+        index = indexes[target]
+        before = self._wait_for_id(bus, 0x388, 2_500)
+        if before is None or len(before.data) < 6 or before.data[2 + index] > 100:
+            raise RuntimeError("未收到有效且新鲜的 0x388 车窗位置，拒绝启动机构")
+        current = int(before.data[2 + index])
+        if abs(current - goal) <= 3:
+            return [], before
+        motion = 1 if goal > current else 2
+        start_payload = NativeCanRuntime._window_payload(target, motion)
+        stop_payload = NativeCanRuntime._window_payload(target, 3)
+        sent: list[CanFrame] = []
+        for attempt in range(3):
+            sent.append(bus.send(0x431, start_payload, is_fd=True, bitrate_switch=True))
+            if attempt < 2:
+                time.sleep(0.1)
+        deadline = time.monotonic() + 12
+        reached: CanFrame | None = None
+        try:
+            while time.monotonic() < deadline:
+                frame = self._wait_for_id(bus, 0x388, 200)
+                if frame is None or len(frame.data) < 6 or frame.data[2 + index] > 100:
+                    continue
+                if abs(int(frame.data[2 + index]) - goal) <= 3:
+                    reached = frame
+                    break
+        finally:
+            for attempt in range(3):
+                sent.append(bus.send(0x431, stop_payload, is_fd=True, bitrate_switch=True))
+                if attempt < 2:
+                    time.sleep(0.1)
+        if reached is None:
+            raise RuntimeError("车窗在 12 秒内未到达目标，已发送停止序列")
+        return sent, reached
+
+    @staticmethod
+    def _wait_for_id(bus: CanBus, frame_id: int, timeout_ms: int) -> CanFrame | None:
+        deadline = time.monotonic() + timeout_ms / 1000
+        while time.monotonic() < deadline:
+            remaining = max(1, int((deadline - time.monotonic()) * 1000))
+            frame = bus.receive(min(remaining, 100), include_fd=True)
+            if frame is not None and frame.arbitration_id == frame_id:
+                return frame
+        return None
+
+    @staticmethod
+    def _feedback_matches(
+        command: dict[str, Any], frame: CanFrame | None
+    ) -> bool | None:
+        if frame is None:
+            return None
+        expected = str(command["signals"].get("expected_feedback", ""))
+        if not expected or frame.arbitration_id != 0x404 or len(frame.data) < 6:
+            return None
+        parts = expected.split(":")
+        if parts[0] == "climate_power":
+            actual = frame.data[1] & 0x03
+            return actual == (1 if parts[1] == "on" else 2)
+        if parts[0] == "climate_control":
+            return ((frame.data[1] >> 2) & 0x03) == int(parts[1])
+        if parts[0] == "climate_mode":
+            return (frame.data[2] & 0x0F) == int(parts[1])
+        if parts[0] == "climate_fan":
+            return ((frame.data[2] >> 4) & 0x0F) == int(parts[1])
+        if parts[0] == "climate_temperature":
+            byte_index = {"driver": 4, "passenger": 5}.get(parts[1])
+            return None if byte_index is None else frame.data[byte_index] == int(parts[2])
+        return None
diff --git a/src/cognitive_agent/application/seat_service.py b/src/cognitive_agent/application/seat_service.py
index 5b64e19..fa31355 100755
--- a/src/cognitive_agent/application/seat_service.py
+++ b/src/cognitive_agent/application/seat_service.py
@@ -8,6 +8,7 @@ import re
 import sys
 import time
 import uuid
+from concurrent.futures import ThreadPoolExecutor
 from copy import deepcopy
 from datetime import UTC, datetime
 from pathlib import Path
@@ -46,10 +47,16 @@ from cognitive_agent.application.mode_profile import (  # noqa: E402
 from cognitive_agent.application.model_plan_adapter import (  # noqa: E402
     ModelPlanAdapter,
     APPLY_PRESET_CAPABILITY,
+    DYNAMIC_MODE_STOP_CAPABILITY,
     SAVE_PRESET_CAPABILITY,
     SEAT_CAPABILITIES,
     SEAT_MOTION_CAPABILITIES,
 )
+from cognitive_agent.application.native_can_intent import merge_native_can_intent  # noqa: E402
+from cognitive_agent.application.native_can_runtime import (  # noqa: E402
+    NativeCanExecutor,
+    NativeCanRuntime,
+)
 from cognitive_agent.application.seat_calibration import position_pct_to_angle  # noqa: E402
 from cognitive_agent.application.vehicle_profile import (  # noqa: E402
     VehicleProfile,
@@ -63,7 +70,9 @@ from cognitive_agent.infrastructure.can.hardware import (  # noqa: E402
     HardwareSafetyError,
     PHYSICAL_BENCH_COORDINATOR,
     SeatHardwareSettings,
+    VehicleCanSettings,
 )
+from cognitive_agent.infrastructure.can.gateway import ZlgChannelConfig  # noqa: E402
 from cognitive_agent.infrastructure.can.access import (  # noqa: E402
     PHYSICAL_BENCH_ACCESS,
 )
@@ -112,6 +121,18 @@ SEAT_AXIS_TO_CAPABILITY = {
 SEAT_FUNCTION_TO_CAPABILITY = {
     function: capability for capability, function in SEAT_CAPABILITIES.items()
 }
+DYNAMIC_MODE_STOP_WORDS = ("停止", "关闭", "结束", "取消", "停下", "退出")
+DYNAMIC_MODE_WORDS = (
+    "动态模式",
+    "动态座椅",
+    "木马模式",
+    "木马",
+    "摇摇马",
+    "骑木马",
+    "rocking horse",
+    "动态摇篮",
+    "摇篮模式",
+)
 
 
 class SeatDemoService:
@@ -142,6 +163,8 @@ class SeatDemoService:
             repository_root / "platforms" / "t2g_seat_bench" / "calibration" / "seat.yaml",
         )
         self.hardware_settings = SeatHardwareSettings.from_env(repository_root)
+        self.vehicle_can_settings = VehicleCanSettings.from_env(repository_root)
+        self.native_can_runtime = NativeCanRuntime(repository_root)
         self.hardware_execution = PHYSICAL_BENCH_COORDINATOR
         self.hardware_access = PHYSICAL_BENCH_ACCESS
         # Shared by the short-lived hardware executor instances. A process must
@@ -192,8 +215,18 @@ class SeatDemoService:
             "platform": "reference_vehicle",
             "execution_mode": "dry_run",
             "execution_modes": ["dry_run", "simulated_hardware", "hardware"],
-            "hardware_execution_allowed": self.hardware_settings.configured,
+            "hardware_execution_allowed": (
+                self.hardware_settings.configured
+                and self.vehicle_can_settings.configured
+            ),
             "hardware": hardware_info,
+            "vehicle_can": self.vehicle_can_settings.public_info(),
+            "multi_channel_can": {
+                "adapter_ownership": "single_process",
+                "seat_channel": self.hardware_settings.channel,
+                "vehicle_channel": self.vehicle_can_settings.channel,
+                "channels_must_be_distinct": True,
+            },
             "seat_position_memory_synchronized": bool(
                 self._seat_position_memory_state.get("synchronized", False)
             ),
@@ -298,10 +331,13 @@ class SeatDemoService:
             "actuator_state": context["devices"],
         }
 
-    def _new_hardware_executor(self) -> HardwareSeatExecutor:
+    def _new_hardware_executor(
+        self, bus_factory: Any | None = None
+    ) -> HardwareSeatExecutor:
+        resolved_bus_factory = bus_factory or self.hardware_settings.bus_factory()
         return HardwareSeatExecutor(
             self.hardware_matrix,
-            self.hardware_settings.bus_factory(),
+            resolved_bus_factory,
             thermal_timeout_ms=self.hardware_settings.thermal_timeout_ms,
             ack_timeout_ms=self.hardware_settings.ack_timeout_ms,
             axis_maximum_x100={
@@ -319,7 +355,7 @@ class SeatDemoService:
             ),
             auto_home=self.hardware_settings.auto_home_enabled,
             home_timeout_s=self.hardware_settings.home_timeout_s,
-            firmware_guard=self.hardware_settings.firmware_guard(),
+            firmware_guard=self.hardware_settings.firmware_guard(resolved_bus_factory),
             synchronize_position_before_first_motion=(
                 self.hardware_settings.position_sync_enabled
             ),
@@ -414,8 +450,6 @@ class SeatDemoService:
             or mode_update is not None
         )
         hardware_request = execution_mode == "hardware"
-        if hardware_request and not control_plane_request:
-            self.hardware_settings.authorize(approval_token)
         conversation_id = conversation_id or f"conv-{uuid.uuid4().hex}"
         if not CONVERSATION_ID_PATTERN.fullmatch(conversation_id):
             raise ValueError("conversation_id must start with conv- and contain only lowercase letters, numbers, or hyphens")
@@ -512,7 +546,40 @@ class SeatDemoService:
             context,
             vehicle_profile,
         )
-        parsed = self._apply_mode_profiles(parsed, matched_modes, context, vehicle_profile)
+        if self._is_dynamic_mode_stop_request(utterance):
+            parsed = self._apply_dynamic_mode_stop_request(parsed, utterance)
+        else:
+            parsed = self._apply_mode_profiles(
+                parsed, matched_modes, context, vehicle_profile
+            )
+        parsed = merge_native_can_intent(parsed, utterance)
+        parsed = self._partition_native_actions(
+            parsed, promote_supported=hardware_request
+        )
+        if hardware_request and not control_plane_request:
+            if parsed.get("actions"):
+                self.hardware_settings.authorize(approval_token)
+            if parsed.get("native_can_actions"):
+                self.vehicle_can_settings.authorize(approval_token)
+            if not parsed.get("actions") and not parsed.get("native_can_actions"):
+                raise HardwareSafetyError(
+                    "hardware mode requires at least one verified seat or vehicle CAN operation"
+                )
+            if parsed.get("actions") and parsed.get("native_can_actions"):
+                if self.hardware_settings.backend != "zlgcan":
+                    raise HardwareSafetyError(
+                        "linked seat/vehicle execution requires the shared zlgcan backend"
+                    )
+                try:
+                    seat_channel = int(self.hardware_settings.channel, 0)
+                except ValueError as exc:
+                    raise HardwareSafetyError(
+                        "ZLG seat CAN channel must be an integer"
+                    ) from exc
+                if seat_channel == self.vehicle_can_settings.channel:
+                    raise HardwareSafetyError(
+                        "seat and vehicle CAN must use different adapter channels"
+                    )
         self._trace(
             traces,
             request_id,
@@ -580,14 +647,9 @@ class SeatDemoService:
             },
         )
 
-        if parsed.get("domain_actions") or any(
+        if parsed.get("domain_actions") or parsed.get("native_can_actions") or any(
             domain != "seat" for domain in detected_domains
         ):
-            if hardware_request and not parsed.get("actions"):
-                raise HardwareSafetyError(
-                    "hardware mode requires at least one passenger seat operation; "
-                    "non-seat-only requests stay dry-run"
-                )
             return self._process_orchestrated(
                 utterance,
                 request_id,
@@ -1405,6 +1467,63 @@ class SeatDemoService:
         )
         return merged
 
+    @staticmethod
+    def _is_dynamic_mode_stop_request(utterance: str) -> bool:
+        compact = re.sub(r"\s+", "", utterance)
+        if any(negation in compact for negation in ("不要停止", "无需停止", "别停止")):
+            return False
+        return any(word in compact for word in DYNAMIC_MODE_STOP_WORDS) and any(
+            word in compact for word in DYNAMIC_MODE_WORDS
+        )
+
+    def _apply_dynamic_mode_stop_request(
+        self,
+        parsed: dict[str, Any],
+        utterance: str,
+    ) -> dict[str, Any]:
+        """Make explicit stop language authoritative over a matched start profile."""
+
+        stopped = deepcopy(parsed)
+        stopped["actions"] = [
+            action
+            for action in stopped.get("actions", [])
+            if action.get("action_type") not in {"dynamic_mode", "dynamic_mode_stop"}
+        ]
+        stopped["actions"].append(
+            {"action_type": "dynamic_mode_stop", "target": "passenger"}
+        )
+        stopped["model_requests"] = [
+            request
+            for request in stopped.get("model_requests", [])
+            if request.get("capability")
+            not in {"seat.start_dynamic_mode", DYNAMIC_MODE_STOP_CAPABILITY}
+        ]
+        stopped["model_requests"].append(
+            {
+                "domain": "seat",
+                "capability": DYNAMIC_MODE_STOP_CAPABILITY,
+                "target_scope": "passenger",
+                "operation": "deactivate",
+                "parameters": [],
+                "reason": "用户明确要求停止动态座椅循环。",
+                "source_span": utterance,
+            }
+        )
+        stopped["ambiguities"] = [
+            item
+            for item in stopped.get("ambiguities", [])
+            if item.get("field") != "capability"
+        ]
+        stopped["detected_domains"] = self._merge_domains(
+            ["seat"], stopped.get("detected_domains", [])
+        )
+        stopped["decision_summary"] = [
+            "识别到停止动态座椅模式指令；不会重新启动同名长期模式。",
+            *stopped.get("decision_summary", []),
+        ]
+        stopped["confidence"] = max(float(stopped.get("confidence", 0)), 0.99)
+        return stopped
+
     @staticmethod
     def _contains_seat_preset_request(parsed: dict[str, Any]) -> bool:
         capabilities = {
@@ -1454,6 +1573,19 @@ class SeatDemoService:
                 action.get("target"),
                 action.get("axis"),
             )
+        if action.get("action_type") == "dynamic_mode_stop":
+            return (
+                "seat",
+                "dynamic_mode_stop",
+                action.get("target"),
+            )
+        if action.get("action_type") == "dynamic_mode":
+            return (
+                "seat",
+                "dynamic_mode",
+                action.get("target"),
+                action.get("mode_id"),
+            )
         return (
             "seat",
             "function",
@@ -2136,6 +2268,24 @@ class SeatDemoService:
                 "parameters": parameters,
                 "reason": "用户固化的座椅位置模式动作。",
             }
+        if action.get("action_type") == "dynamic_mode_stop":
+            return {
+                "domain": "seat",
+                "capability": DYNAMIC_MODE_STOP_CAPABILITY,
+                "target_scope": action["target"],
+                "operation": "deactivate",
+                "parameters": {},
+                "reason": "用户固化的动态座椅停止动作。",
+            }
+        if action.get("action_type") == "dynamic_mode":
+            return {
+                "domain": "seat",
+                "capability": "seat.start_dynamic_mode",
+                "target_scope": action["target"],
+                "operation": "set",
+                "parameters": {"mode_id": int(action["mode_id"])},
+                "reason": "用户固化的固件原生动态座椅模式。",
+            }
         function = action.get("function")
         capability = SEAT_FUNCTION_TO_CAPABILITY.get(str(function))
         if capability is None:
@@ -2152,6 +2302,71 @@ class SeatDemoService:
             "reason": "用户固化的座椅舒适功能模式动作。",
         }
 
+    def _partition_native_actions(
+        self, parsed: dict[str, Any], *, promote_supported: bool = False
+    ) -> dict[str, Any]:
+        """Promote verified CAN_DEV capabilities and leave unsupported domains virtual."""
+
+        result = deepcopy(parsed)
+        native_actions = list(result.get("native_can_actions", []))
+        native_signatures = {
+            (
+                str(action.get("domain")),
+                str(action.get("capability")),
+                str(action.get("target", action.get("target_scope", "vehicle"))),
+                json.dumps(action.get("parameters", {}), sort_keys=True, ensure_ascii=False),
+            )
+            for action in native_actions
+        }
+        virtual_actions: list[dict[str, Any]] = []
+        for action in result.get("domain_actions", []):
+            signature = (
+                str(action.get("domain")),
+                str(action.get("capability")),
+                str(action.get("target", action.get("target_scope", "vehicle"))),
+                json.dumps(action.get("parameters", {}), sort_keys=True, ensure_ascii=False),
+            )
+            if signature in native_signatures:
+                continue
+            if promote_supported and self.native_can_runtime.supports(action):
+                promoted = dict(action)
+                promoted["execution_backend"] = "native_can"
+                native_actions.append(promoted)
+            else:
+                virtual_actions.append(action)
+
+        deduplicated: list[dict[str, Any]] = []
+        signatures: set[tuple[str, str, str, str]] = set()
+        for action in native_actions:
+            signature = (
+                str(action.get("domain")),
+                str(action.get("capability")),
+                str(action.get("target", action.get("target_scope", "vehicle"))),
+                json.dumps(action.get("parameters", {}), sort_keys=True, ensure_ascii=False),
+            )
+            if signature not in signatures:
+                signatures.add(signature)
+                deduplicated.append(action)
+
+        result["domain_actions"] = virtual_actions
+        result["native_can_actions"] = deduplicated
+        detected_domains = list(result.get("detected_domains", []))
+        if result.get("actions") and "seat" not in detected_domains:
+            detected_domains.insert(0, "seat")
+        for action in [*virtual_actions, *deduplicated]:
+            if action["domain"] not in detected_domains:
+                detected_domains.append(action["domain"])
+        result["detected_domains"] = detected_domains
+        result["deferred_requests"] = [
+            item
+            for item in result.get("deferred_requests", [])
+            if not (
+                item.get("execution_backend") == "native_can"
+                and self.native_can_runtime.supports(item)
+            )
+        ]
+        return result
+
     def _process_orchestrated(
         self,
         utterance: str,
@@ -2172,10 +2387,17 @@ class SeatDemoService:
         vehicle_profile = vehicle_profile or self.vehicle_profiles.default()
         generation_started = time.perf_counter()
         intent_ir = build_intent_ir(parsed, utterance, request_id, provider_used)
-        for action in parsed.get("domain_actions", []):
-            capability = self.domain_runtimes[action["domain"]].capabilities[
-                action["capability"]
-            ]
+        intent_actions = [
+            *parsed.get("domain_actions", []),
+            *parsed.get("native_can_actions", []),
+        ]
+        for action in intent_actions:
+            if action in parsed.get("native_can_actions", []):
+                capability = self.native_can_runtime.capabilities[action["capability"]]
+            else:
+                capability = self.domain_runtimes[action["domain"]].capabilities[
+                    action["capability"]
+                ]
             intent_ir["spec"]["requests"].append(
                 {
                     "domain": action["domain"],
@@ -2212,6 +2434,20 @@ class SeatDemoService:
                     provider_used,
                 )
 
+        native_config_keys: set[str] = set()
+        native_actions_by_domain: dict[str, list[dict[str, Any]]] = {}
+        for action in parsed.get("native_can_actions", []):
+            native_actions_by_domain.setdefault(action["domain"], []).append(action)
+        for domain, actions in native_actions_by_domain.items():
+            key = f"native_{domain}"
+            native_config_keys.add(key)
+            configs[key] = self.native_can_runtime.build_function_config(
+                domain,
+                actions,
+                request_id,
+                provider_used,
+            )
+
         result["function_configs"] = configs
         result["function_config"] = (
             configs.get("seat") or next(iter(configs.values()), None)
@@ -2252,7 +2488,8 @@ class SeatDemoService:
                         "message": ambiguity["question"],
                     }
                 )
-            validation.append(
+            if not native_config_keys:
+                validation.append(
                 {
                     "severity": "warning",
                     "code": "VIRTUAL_EXECUTION_ONLY",
@@ -2269,8 +2506,8 @@ class SeatDemoService:
                     "code": "NO_EXECUTABLE_OPERATION",
                     "path": "spec.operations",
                     "message": "模型没有生成任何可执行领域操作。",
-                }
-            )
+                    }
+                )
         if hardware_request:
             self._adapt_validation_for_hardware(validation)
         result["validation"] = validation
@@ -2310,6 +2547,8 @@ class SeatDemoService:
                     )
                 else:
                     plans[domain] = self.compiler.compile(config)
+            elif domain in native_config_keys:
+                plans[domain] = self.native_can_runtime.compile(config)
             else:
                 runtime = self.domain_runtimes[domain]
                 plans[domain] = runtime.compile(config)
@@ -2388,37 +2627,47 @@ class SeatDemoService:
 
         execute_started = time.perf_counter()
         execution_started_at = _now()
-        reports: dict[str, dict[str, Any]] = {}
-        for domain, config in configs.items():
-            if domain == "seat":
-                if hardware_request:
-                    reports[domain] = self._new_hardware_executor().execute(
-                        plans[domain], config, context["devices"]
-                    )
-                elif simulated_hardware_request:
-                    reports[domain] = self.simulated_hardware_executor.execute(
-                        plans[domain],
-                        config,
-                        context["devices"],
-                        fault_scenario=simulation_fault,
-                    )
-                else:
-                    reports[domain] = self.executor.execute(
-                        plans[domain], config, context["devices"]
-                    )
-            else:
-                reports[domain] = self.domain_runtimes[domain].execute(
-                    plans[domain], config
-                )
+        reports = self._execute_orchestrated_reports(
+            configs,
+            plans,
+            native_config_keys,
+            context,
+            hardware_request=hardware_request,
+            simulated_hardware_request=simulated_hardware_request,
+            simulation_fault=simulation_fault,
+        )
         report_results = [
             item
             for domain_report in reports.values()
             for item in domain_report["spec"]["results"]
         ]
+        operation_results = [
+            item
+            for item in report_results
+            if item.get("ref") != "seat-controller-firmware"
+        ]
+        operation_domains = {
+            str(item.get("domain")) for item in operation_results
+        }
+        successful_domains = {
+            domain
+            for domain in operation_domains
+            if all(
+                item.get("status") == "succeeded"
+                for item in operation_results
+                if str(item.get("domain")) == domain
+            )
+        }
+        failed_domains = {
+            str(item.get("domain"))
+            for item in operation_results
+            if item.get("status") == "failed"
+        }
         execution_succeeded = all(
             domain_report["spec"]["status"] == "succeeded"
             for domain_report in reports.values()
         ) and all(item.get("status") == "succeeded" for item in report_results)
+        execution_partially_succeeded = bool(successful_domains and failed_domains)
         physical_state = (
             reports.get("seat", {}).get("spec", {}).get("physical_state")
             if hardware_request
@@ -2477,6 +2726,8 @@ class SeatDemoService:
         result["validation"] = validation
         if report_issues:
             result["status"] = "execution_report_invalid"
+        elif execution_partially_succeeded:
+            result["status"] = "partially_succeeded"
         elif not execution_succeeded:
             result["status"] = "execution_failed"
         elif parsed.get("deferred_requests"):
@@ -2496,7 +2747,14 @@ class SeatDemoService:
                 "副驾座椅已按物理 CAN 回读闭环执行，其他领域已完成虚拟 CAN 执行。"
                 if hardware_request and execution_succeeded
                 else (
-                    f"副驾座椅真实执行失败：{failed_execution['message']}"
+                    (
+                        "跨域指令部分执行成功；成功域="
+                        f"{','.join(sorted(successful_domains))}，失败域="
+                        f"{','.join(sorted(failed_domains))}："
+                        f"{failed_execution['message']}"
+                    )
+                    if execution_partially_succeeded and failed_execution
+                    else f"真实 CAN 执行失败：{failed_execution['message']}"
                     if hardware_request and failed_execution
                     else (
                         f"模拟台架已执行 {len(report_results)} 个领域操作，物理 CAN 未打开。"
@@ -2523,19 +2781,40 @@ class SeatDemoService:
                 "failed_domain": (
                     failed_execution.get("domain") if failed_execution else None
                 ),
+                "successful_domains": sorted(successful_domains),
+                "failed_domains": sorted(failed_domains),
+                "partially_succeeded": execution_partially_succeeded,
             },
             domain="orchestration",
         )
 
-        if execution_succeeded and not report_issues:
-            seat_actions = parsed.get("actions", [])
-            if hardware_request:
+        if (execution_succeeded or execution_partially_succeeded) and not report_issues:
+            seat_actions = (
+                parsed.get("actions", [])
+                if execution_succeeded or "seat" in successful_domains
+                else []
+            )
+            if hardware_request and seat_actions and "seat" in reports:
                 seat_actions = self._hardware_feedback_actions(
                     seat_actions,
                     configs["seat"],
                     reports["seat"],
                 )
-            all_actions = [*seat_actions, *parsed.get("domain_actions", [])]
+            all_actions = [
+                *seat_actions,
+                *[
+                    action
+                    for action in parsed.get("domain_actions", [])
+                    if execution_succeeded
+                    or str(action.get("domain")) in successful_domains
+                ],
+                *[
+                    action
+                    for action in parsed.get("native_can_actions", [])
+                    if execution_succeeded
+                    or str(action.get("domain")) in successful_domains
+                ],
+            ]
             updated_context = self.conversations.apply_successful_actions(
                 conversation_id,
                 utterance,
@@ -2559,11 +2838,17 @@ class SeatDemoService:
                 request_id,
                 "state_update",
                 "succeeded",
-                f"跨域会话状态已更新为第 {updated_context['turn_count']} 轮。",
+                (
+                    f"跨域会话状态已更新为第 {updated_context['turn_count']} 轮。"
+                    if execution_succeeded
+                    else "仅成功设备已写入会话状态；失败设备保持执行前状态。"
+                ),
                 time.perf_counter(),
                 {
                     "seat_state": updated_context["devices"],
                     "domain_state": updated_context["domain_devices"],
+                    "successful_domains": sorted(successful_domains),
+                    "failed_domains": sorted(failed_domains),
                 },
                 domain="orchestration",
             )
@@ -2595,6 +2880,111 @@ class SeatDemoService:
         self._persist(result)
         return result
 
+    def _execute_orchestrated_reports(
+        self,
+        configs: dict[str, dict[str, Any]],
+        plans: dict[str, dict[str, Any]],
+        native_config_keys: set[str],
+        context: dict[str, Any],
+        *,
+        hardware_request: bool,
+        simulated_hardware_request: bool,
+        simulation_fault: str,
+    ) -> dict[str, dict[str, Any]]:
+        reports: dict[str, dict[str, Any]] = {}
+        bridge = None
+        seat_bus_factory = None
+        native_bus_factory = None
+
+        if hardware_request and native_config_keys:
+            channel_configs = [self.vehicle_can_settings.channel_config()]
+            if "seat" in configs:
+                seat_channel = int(self.hardware_settings.channel, 0)
+                channel_configs.insert(
+                    0,
+                    ZlgChannelConfig(
+                        channel=seat_channel,
+                        arbitration_bitrate=self.hardware_settings.bitrate,
+                        data_bitrate=self.vehicle_can_settings.data_bitrate,
+                        can_fd_iso=True,
+                    ),
+                )
+            bridge = self.vehicle_can_settings.bridge(channel_configs)
+            native_bus_factory = lambda: bridge.channel_bus(
+                self.vehicle_can_settings.channel
+            )
+            if "seat" in configs:
+                seat_channel = int(self.hardware_settings.channel, 0)
+                seat_bus_factory = lambda: bridge.channel_bus(seat_channel)
+
+        try:
+            def execute_native_configs() -> dict[str, dict[str, Any]]:
+                native_reports: dict[str, dict[str, Any]] = {}
+                for key in sorted(native_config_keys):
+                    if not hardware_request:
+                        native_reports[key] = self.native_can_runtime.execute_virtual(
+                            plans[key], configs[key]
+                        )
+                        continue
+                    executor = NativeCanExecutor(
+                        native_bus_factory,
+                        feedback_timeout_ms=(
+                            self.vehicle_can_settings.feedback_timeout_ms
+                        ),
+                    )
+                    native_reports[key] = executor.execute(
+                        self.native_can_runtime,
+                        plans[key],
+                        configs[key],
+                    )
+                return native_reports
+
+            def execute_seat_config() -> dict[str, Any]:
+                config = configs["seat"]
+                if hardware_request:
+                    seat_executor = (
+                        self._new_hardware_executor(seat_bus_factory)
+                        if seat_bus_factory is not None
+                        else self._new_hardware_executor()
+                    )
+                    return seat_executor.execute(
+                        plans["seat"], config, context["devices"]
+                    )
+                if simulated_hardware_request:
+                    return self.simulated_hardware_executor.execute(
+                        plans["seat"],
+                        config,
+                        context["devices"],
+                        fault_scenario=simulation_fault,
+                    )
+                return self.executor.execute(
+                    plans["seat"], config, context["devices"]
+                )
+
+            if hardware_request and native_config_keys and "seat" in configs:
+                # Both channel views share one adapter owner; executor threads let
+                # the two channels start within normal USB scheduling jitter.
+                with ThreadPoolExecutor(max_workers=2) as pool:
+                    native_future = pool.submit(execute_native_configs)
+                    seat_future = pool.submit(execute_seat_config)
+                    reports.update(native_future.result())
+                    reports["seat"] = seat_future.result()
+            else:
+                reports.update(execute_native_configs())
+                if "seat" in configs:
+                    reports["seat"] = execute_seat_config()
+
+            for domain, config in configs.items():
+                if domain in native_config_keys or domain == "seat":
+                    continue
+                reports[domain] = self.domain_runtimes[domain].execute(
+                    plans[domain], config
+                )
+        finally:
+            if bridge is not None:
+                bridge.close()
+        return reports
+
     @staticmethod
     def _build_scene_config(
         request_id: str,
diff --git a/src/cognitive_agent/infrastructure/can/gateway.py b/src/cognitive_agent/infrastructure/can/gateway.py
index 1a9e40d..1c43238 100755
--- a/src/cognitive_agent/infrastructure/can/gateway.py
+++ b/src/cognitive_agent/infrastructure/can/gateway.py
@@ -5,6 +5,7 @@ from __future__ import annotations
 import json
 import subprocess
 import threading
+import time
 from dataclasses import dataclass
 from pathlib import Path
 from typing import Any, Protocol
@@ -19,6 +20,9 @@ class CanFrame:
     arbitration_id: int
     data: bytes
     timestamp: float | None = None
+    channel: int | None = None
+    is_fd: bool = False
+    bitrate_switch: bool = False
 
     def public(self) -> dict[str, Any]:
         return {
@@ -26,13 +30,25 @@ class CanFrame:
             "payload_size": len(self.data),
             "data_hex": " ".join(f"{byte:02X}" for byte in self.data),
             "timestamp": self.timestamp,
+            "channel": self.channel,
+            "is_fd": self.is_fd,
+            "bitrate_switch": self.bitrate_switch,
         }
 
 
 class CanBus(Protocol):
-    def send(self, arbitration_id: int, data: bytes) -> CanFrame: ...
+    def send(
+        self,
+        arbitration_id: int,
+        data: bytes,
+        *,
+        is_fd: bool = False,
+        bitrate_switch: bool = False,
+    ) -> CanFrame: ...
 
-    def receive(self, timeout_ms: int) -> CanFrame | None: ...
+    def receive(
+        self, timeout_ms: int, *, include_fd: bool = False
+    ) -> CanFrame | None: ...
 
     def close(self) -> None: ...
 
@@ -58,7 +74,16 @@ class PythonCanBus:
         except Exception as exc:  # noqa: BLE001 - normalize vendor exceptions
             raise CanGatewayError(f"cannot open {interface} CAN channel {channel}: {exc}") from exc
 
-    def send(self, arbitration_id: int, data: bytes) -> CanFrame:
+    def send(
+        self,
+        arbitration_id: int,
+        data: bytes,
+        *,
+        is_fd: bool = False,
+        bitrate_switch: bool = False,
+    ) -> CanFrame:
+        if is_fd:
+            raise CanGatewayError("PythonCanBus was opened for classic CAN only")
         if len(data) > 8:
             raise CanGatewayError("the T2G bench accepts classic CAN frames of at most 8 bytes")
         message = self._can.Message(
@@ -71,9 +96,11 @@ class PythonCanBus:
             self._bus.send(message, timeout=0.5)
         except Exception as exc:  # noqa: BLE001
             raise CanGatewayError(f"CAN transmit failed: {exc}") from exc
-        return CanFrame(arbitration_id, bytes(data))
+        return CanFrame(arbitration_id, bytes(data), is_fd=False)
 
-    def receive(self, timeout_ms: int) -> CanFrame | None:
+    def receive(
+        self, timeout_ms: int, *, include_fd: bool = False
+    ) -> CanFrame | None:
         try:
             message = self._bus.recv(max(0, timeout_ms) / 1000)
         except Exception as exc:  # noqa: BLE001
@@ -84,14 +111,36 @@ class PythonCanBus:
             int(message.arbitration_id),
             bytes(message.data),
             float(message.timestamp) if message.timestamp is not None else None,
+            is_fd=bool(getattr(message, "is_fd", False)),
+            bitrate_switch=bool(getattr(message, "bitrate_switch", False)),
         )
 
     def close(self) -> None:
         self._bus.shutdown()
 
 
-class ZlgCanBridgeBus:
-    """Use the installed 32-bit ZLG driver from the 64-bit application process."""
+@dataclass(frozen=True)
+class ZlgChannelConfig:
+    """Configuration for one channel on a shared ZLG CAN FD adapter."""
+
+    channel: int
+    arbitration_bitrate: int = 500_000
+    data_bitrate: int = 2_000_000
+    can_fd_iso: bool = True
+    termination_enabled: bool = True
+
+    def public(self) -> dict[str, Any]:
+        return {
+            "channel": self.channel,
+            "arbitration_bitrate": self.arbitration_bitrate,
+            "data_bitrate": self.data_bitrate,
+            "can_fd_iso": self.can_fd_iso,
+            "termination_enabled": self.termination_enabled,
+        }
+
+
+class ZlgCanBridgeProcess:
+    """Own one device handle and expose several independently addressed channels."""
 
     def __init__(
         self,
@@ -100,9 +149,15 @@ class ZlgCanBridgeBus:
         dll_path: Path,
         device_type: int,
         device_index: int,
-        channel: int,
-        bitrate: int,
+        channels: list[ZlgChannelConfig],
+        transmit_type: int = 0,
     ):
+        if not channels:
+            raise CanGatewayError("at least one ZLG channel must be configured")
+        channel_ids = [item.channel for item in channels]
+        if len(channel_ids) != len(set(channel_ids)):
+            raise CanGatewayError("ZLG channel numbers must be unique")
+        self._channels = frozenset(channel_ids)
         command = [
             str(python_executable),
             str(bridge_script),
@@ -112,10 +167,10 @@ class ZlgCanBridgeBus:
             str(device_type),
             "--device-index",
             str(device_index),
-            "--channel",
-            str(channel),
-            "--bitrate",
-            str(bitrate),
+            "--channels-json",
+            json.dumps([item.public() for item in channels], separators=(",", ":")),
+            "--transmit-type",
+            str(transmit_type),
         ]
         try:
             self._process = subprocess.Popen(  # noqa: S603 - paths are trusted server config
@@ -135,6 +190,11 @@ class ZlgCanBridgeBus:
             self.close()
             raise CanGatewayError(str(ready.get("message", "ZLG CAN bridge did not start")))
 
+    def channel_bus(self, channel: int) -> "ZlgCanChannelBus":
+        if channel not in self._channels:
+            raise CanGatewayError(f"ZLG channel {channel} was not initialized")
+        return ZlgCanChannelBus(self, channel)
+
     def _read_response(self) -> dict[str, Any]:
         if self._process.stdout is None:
             raise CanGatewayError("ZLG CAN bridge stdout is unavailable")
@@ -160,32 +220,6 @@ class ZlgCanBridgeBus:
             self._process.stdin.flush()
             return self._read_response()
 
-    def send(self, arbitration_id: int, data: bytes) -> CanFrame:
-        response = self._request(
-            {
-                "operation": "send",
-                "arbitration_id": arbitration_id,
-                "data_hex": data.hex(),
-            }
-        )
-        return CanFrame(
-            int(response["arbitration_id"]),
-            bytes.fromhex(response["data_hex"]),
-        )
-
-    def receive(self, timeout_ms: int) -> CanFrame | None:
-        response = self._request(
-            {"operation": "receive", "timeout_ms": max(0, int(timeout_ms))}
-        )
-        frame = response.get("frame")
-        if frame is None:
-            return None
-        return CanFrame(
-            int(frame["arbitration_id"]),
-            bytes.fromhex(frame["data_hex"]),
-            float(frame["timestamp_us"]) / 1_000_000,
-        )
-
     def close(self) -> None:
         process = getattr(self, "_process", None)
         if process is None or process.poll() is not None:
@@ -202,6 +236,114 @@ class ZlgCanBridgeBus:
             except subprocess.TimeoutExpired:
                 process.kill()
 
+    def __enter__(self) -> "ZlgCanBridgeProcess":
+        return self
+
+    def __exit__(self, *_: object) -> None:
+        self.close()
+
+
+class ZlgCanChannelBus:
+    """Channel-scoped view over a shared :class:`ZlgCanBridgeProcess`."""
+
+    def __init__(self, bridge: ZlgCanBridgeProcess, channel: int):
+        self._bridge = bridge
+        self.channel = channel
+
+    def send(
+        self,
+        arbitration_id: int,
+        data: bytes,
+        *,
+        is_fd: bool = False,
+        bitrate_switch: bool = False,
+    ) -> CanFrame:
+        response = self._bridge._request(
+            {
+                "operation": "send",
+                "channel": self.channel,
+                "arbitration_id": arbitration_id,
+                "data_hex": data.hex(),
+                "is_fd": is_fd,
+                "bitrate_switch": bitrate_switch,
+            }
+        )
+        return CanFrame(
+            int(response["arbitration_id"]),
+            bytes.fromhex(response["data_hex"]),
+            channel=self.channel,
+            is_fd=bool(response.get("is_fd", False)),
+            bitrate_switch=bool(response.get("bitrate_switch", False)),
+        )
+
+    def receive(
+        self, timeout_ms: int, *, include_fd: bool = False
+    ) -> CanFrame | None:
+        requested_ms = max(0, int(timeout_ms))
+        deadline = time.monotonic() + requested_ms / 1000
+        while True:
+            remaining_ms = max(0, int((deadline - time.monotonic()) * 1000))
+            response = self._bridge._request(
+                {
+                    "operation": "receive",
+                    "channel": self.channel,
+                    # Short slices let another channel transmit or receive while
+                    # this synchronous JSON bridge is waiting for feedback.
+                    "timeout_ms": min(20, remaining_ms),
+                    "include_fd": include_fd,
+                }
+            )
+            frame = response.get("frame")
+            if frame is not None:
+                return CanFrame(
+                    int(frame["arbitration_id"]),
+                    bytes.fromhex(frame["data_hex"]),
+                    float(frame["timestamp_us"]) / 1_000_000,
+                    channel=self.channel,
+                    is_fd=bool(frame.get("is_fd", False)),
+                    bitrate_switch=bool(frame.get("bitrate_switch", False)),
+                )
+            if requested_ms == 0 or time.monotonic() >= deadline:
+                return None
+
+    def close(self) -> None:
+        # The owner closes all channel handles together. Executors may safely close views.
+        return None
+
+
+class ZlgCanBridgeBus(ZlgCanChannelBus):
+    """Backward-compatible single-channel ZLG bus."""
+
+    def __init__(
+        self,
+        python_executable: Path,
+        bridge_script: Path,
+        dll_path: Path,
+        device_type: int,
+        device_index: int,
+        channel: int,
+        bitrate: int,
+        termination_enabled: bool = True,
+    ):
+        self._owner = ZlgCanBridgeProcess(
+            python_executable=python_executable,
+            bridge_script=bridge_script,
+            dll_path=dll_path,
+            device_type=device_type,
+            device_index=device_index,
+            channels=[
+                ZlgChannelConfig(
+                    channel=channel,
+                    arbitration_bitrate=bitrate,
+                    termination_enabled=termination_enabled,
+                )
+            ],
+        )
+        super().__init__(self._owner, channel)
+
+    def close(self) -> None:
+        self._owner.close()
+
     def __enter__(self) -> "ZlgCanBridgeBus":
         return self
 
diff --git a/src/cognitive_agent/infrastructure/can/hardware.py b/src/cognitive_agent/infrastructure/can/hardware.py
index 78d0ac9..0b76b37 100755
--- a/src/cognitive_agent/infrastructure/can/hardware.py
+++ b/src/cognitive_agent/infrastructure/can/hardware.py
@@ -19,7 +19,14 @@ from cognitive_agent.infrastructure.firmware import (
     T2GSeatProgrammer,
 )
 
-from .gateway import CanBus, CanGatewayError, PythonCanBus, ZlgCanBridgeBus
+from .gateway import (
+    CanBus,
+    CanGatewayError,
+    PythonCanBus,
+    ZlgCanBridgeBus,
+    ZlgCanBridgeProcess,
+    ZlgChannelConfig,
+)
 
 
 TRUE_VALUES = {"1", "true", "yes", "on"}
@@ -32,6 +39,8 @@ CAPABILITY_PROFILE = {
     "seat.set_cushion_tilt": "combined",
     "seat.set_backrest_recline": "combined",
     "seat.set_legrest_height": "combined",
+    "seat.start_dynamic_mode": "combined",
+    "seat.stop_dynamic_mode": "combined",
 }
 
 
@@ -132,6 +141,7 @@ class SeatHardwareSettings:
     profiles: frozenset[str]
     backend: str
     bitrate: int
+    termination_enabled: bool
     channel: str
     interface: str
     device_type: int
@@ -196,6 +206,9 @@ class SeatHardwareSettings:
             profiles=_profiles_from_env(),
             backend=backend,
             bitrate=_env_int("COGNITIVE_AGENT_SEAT_CAN_BITRATE", 500_000),
+            termination_enabled=_env_bool(
+                "COGNITIVE_AGENT_SEAT_CAN_TERMINATION_ENABLED", default=True
+            ),
             channel=os.getenv("COGNITIVE_AGENT_SEAT_CAN_CHANNEL", "0").strip(),
             interface=os.getenv("COGNITIVE_AGENT_SEAT_CAN_INTERFACE", "socketcan").strip(),
             device_type=_env_int("COGNITIVE_AGENT_ZLGCAN_DEVICE_TYPE", 41),
@@ -234,7 +247,7 @@ class SeatHardwareSettings:
                 "COGNITIVE_AGENT_SEAT_HOME_TIMEOUT_S", 120
             ),
             firmware_probe_timeout_ms=_env_int(
-                "COGNITIVE_AGENT_SEAT_FIRMWARE_PROBE_TIMEOUT_MS", 1_200
+                "COGNITIVE_AGENT_SEAT_FIRMWARE_PROBE_TIMEOUT_MS", 3_500
             ),
             firmware_boot_wait_ms=_env_int(
                 "COGNITIVE_AGENT_SEAT_FIRMWARE_BOOT_WAIT_MS", 1_500
@@ -368,6 +381,7 @@ class SeatHardwareSettings:
                     device_index=self.device_index,
                     channel=numeric_channel,
                     bitrate=self.bitrate,
+                    termination_enabled=self.termination_enabled,
                 )
 
             return create_zlg_bus
@@ -390,9 +404,11 @@ class SeatHardwareSettings:
             timeout_ms=self.firmware_program_timeout_ms,
         )
 
-    def firmware_guard(self) -> T2GFirmwareGuard:
+    def firmware_guard(
+        self, bus_factory: Callable[[], CanBus] | None = None
+    ) -> T2GFirmwareGuard:
         return T2GFirmwareGuard(
-            self.bus_factory(),
+            bus_factory or self.bus_factory(),
             self._programmer() if self.auto_flash_enabled else None,
             auto_flash=self.auto_flash_enabled,
             probe_timeout_ms=self.firmware_probe_timeout_ms,
@@ -420,6 +436,7 @@ class SeatHardwareSettings:
             "adapter_configured": self.adapter_configured,
             "channel": self.channel,
             "bitrate": self.bitrate,
+            "termination_enabled": self.termination_enabled,
             "frame_format": "classic_can_11_bit",
             "firmware_profiles": sorted(self.profiles),
             "firmware_images": images,
@@ -450,3 +467,209 @@ class SeatHardwareSettings:
                 "current diagnostics use conservative bench thresholds and do not replace external power limiting",
             ],
         }
+
+
+@dataclass(frozen=True)
+class VehicleCanSettings:
+    """Fail-closed channel/timing contract imported from the verified CAN_DEV branch."""
+
+    repository_root: Path
+    enabled: bool
+    approval_required: bool
+    approval_token: str
+    backend: str
+    channel: int
+    arbitration_bitrate: int
+    data_bitrate: int
+    termination_enabled: bool
+    clock_hz: int
+    arbitration_tseg1: int
+    arbitration_tseg2: int
+    arbitration_sjw: int
+    arbitration_brp: int
+    data_tseg1: int
+    data_tseg2: int
+    data_sjw: int
+    data_brp: int
+    feedback_timeout_ms: int
+    device_type: int
+    device_index: int
+    zlg_python: Path
+    zlg_dll: Path
+    bridge_script: Path
+
+    @classmethod
+    def from_env(cls, repository_root: Path) -> "VehicleCanSettings":
+        return cls(
+            repository_root=repository_root,
+            enabled=_env_bool(
+                "COGNITIVE_AGENT_VEHICLE_CAN_ENABLED",
+                default=_env_bool("COGNITIVE_AGENT_HARDWARE_EXECUTION_ENABLED"),
+            ),
+            approval_required=_env_bool(
+                "COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN_REQUIRED", default=True
+            ),
+            approval_token=os.getenv("COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN", ""),
+            backend=os.getenv(
+                "COGNITIVE_AGENT_VEHICLE_CAN_BACKEND", "zlgcan"
+            ).strip().lower(),
+            channel=_env_int("COGNITIVE_AGENT_VEHICLE_CAN_CHANNEL", 1),
+            arbitration_bitrate=_env_int(
+                "COGNITIVE_AGENT_VEHICLE_CAN_ARBITRATION_BITRATE", 500_000
+            ),
+            data_bitrate=_env_int(
+                "COGNITIVE_AGENT_VEHICLE_CAN_DATA_BITRATE", 2_000_000
+            ),
+            termination_enabled=_env_bool(
+                "COGNITIVE_AGENT_VEHICLE_CAN_TERMINATION_ENABLED", default=False
+            ),
+            clock_hz=60_000_000,
+            arbitration_tseg1=14,
+            arbitration_tseg2=3,
+            arbitration_sjw=2,
+            arbitration_brp=5,
+            data_tseg1=10,
+            data_tseg2=2,
+            data_sjw=2,
+            data_brp=1,
+            feedback_timeout_ms=_env_int(
+                "COGNITIVE_AGENT_VEHICLE_CAN_FEEDBACK_TIMEOUT_MS", 1_500
+            ),
+            device_type=_env_int("COGNITIVE_AGENT_ZLGCAN_DEVICE_TYPE", 41),
+            device_index=_env_int("COGNITIVE_AGENT_ZLGCAN_DEVICE_INDEX", 0),
+            zlg_python=Path(
+                os.getenv(
+                    "COGNITIVE_AGENT_ZLGCAN_PYTHON",
+                    r"C:\Program Files (x86)\ZCANPRO\python38\python.exe",
+                )
+            ),
+            zlg_dll=Path(
+                os.getenv(
+                    "COGNITIVE_AGENT_ZLGCAN_DLL",
+                    r"C:\Program Files (x86)\ZCANPRO\zlgcan.dll",
+                )
+            ),
+            bridge_script=repository_root
+            / "src"
+            / "cognitive_agent"
+            / "infrastructure"
+            / "can"
+            / "zlgcan_bridge.py",
+        )
+
+    @property
+    def adapter_configured(self) -> bool:
+        return bool(
+            self.backend == "zlgcan"
+            and self.zlg_python.is_file()
+            and self.zlg_dll.is_file()
+            and self.bridge_script.is_file()
+        )
+
+    @property
+    def configured(self) -> bool:
+        return bool(
+            self.enabled
+            and (not self.approval_required or self.approval_token)
+            and self.adapter_configured
+            and self.timing_is_verified
+        )
+
+    @property
+    def timing_is_verified(self) -> bool:
+        return (
+            self.arbitration_bitrate == 500_000
+            and self.data_bitrate == 2_000_000
+            and 60_000_000
+            // ((self.arbitration_brp + 1) * (self.arbitration_tseg1 + self.arbitration_tseg2 + 3))
+            == 500_000
+            and 60_000_000
+            // ((self.data_brp + 1) * (self.data_tseg1 + self.data_tseg2 + 3))
+            == 2_000_000
+        )
+
+    def authorize(self, supplied_token: str | None) -> None:
+        if not self.enabled:
+            raise HardwareSafetyError(
+                "vehicle CAN execution is disabled; set COGNITIVE_AGENT_VEHICLE_CAN_ENABLED=true"
+            )
+        if self.approval_required:
+            if not self.approval_token:
+                raise HardwareSafetyError(
+                    "COGNITIVE_AGENT_HARDWARE_APPROVAL_TOKEN is not configured"
+                )
+            if not supplied_token or not hmac.compare_digest(
+                supplied_token, self.approval_token
+            ):
+                raise HardwareSafetyError("hardware approval token is invalid")
+        if self.backend != "zlgcan":
+            raise HardwareSafetyError(
+                "vehicle CAN FD currently requires the zlgcan multi-channel backend"
+            )
+        if self.channel < 0:
+            raise HardwareSafetyError("vehicle CAN channel cannot be negative")
+        if not self.timing_is_verified:
+            raise HardwareSafetyError(
+                "vehicle CAN timing must remain ISO CAN FD 500 kbit/s / 2 Mbit/s at 80% sample point"
+            )
+        if not 100 <= self.feedback_timeout_ms <= 10_000:
+            raise HardwareSafetyError(
+                "COGNITIVE_AGENT_VEHICLE_CAN_FEEDBACK_TIMEOUT_MS must be between 100 and 10000"
+            )
+        if not self.adapter_configured:
+            raise HardwareSafetyError("the configured ZLG CAN FD runtime is not ready")
+
+    def channel_config(self) -> ZlgChannelConfig:
+        return ZlgChannelConfig(
+            channel=self.channel,
+            arbitration_bitrate=self.arbitration_bitrate,
+            data_bitrate=self.data_bitrate,
+            can_fd_iso=True,
+            termination_enabled=self.termination_enabled,
+        )
+
+    def bridge(self, channels: list[ZlgChannelConfig]) -> ZlgCanBridgeProcess:
+        return ZlgCanBridgeProcess(
+            python_executable=self.zlg_python,
+            bridge_script=self.bridge_script,
+            dll_path=self.zlg_dll,
+            device_type=self.device_type,
+            device_index=self.device_index,
+            channels=channels,
+        )
+
+    def public_info(self) -> dict[str, Any]:
+        return {
+            "enabled": self.enabled,
+            "configured": self.configured,
+            "backend": self.backend,
+            "platform": "t2g_cabin_bench",
+            "channel": self.channel,
+            "mode": 0,
+            "work_mode": "normal",
+            "can_fd_standard": "ISO",
+            "termination_enabled": self.termination_enabled,
+            "clock_hz": self.clock_hz,
+            "arbitration": {
+                "bitrate": self.arbitration_bitrate,
+                "tseg1": self.arbitration_tseg1,
+                "tseg2": self.arbitration_tseg2,
+                "sjw": self.arbitration_sjw,
+                "smp": 0,
+                "brp": self.arbitration_brp,
+                "total_tq": 20,
+                "sample_point_percent": 80,
+            },
+            "data": {
+                "bitrate": self.data_bitrate,
+                "tseg1": self.data_tseg1,
+                "tseg2": self.data_tseg2,
+                "sjw": self.data_sjw,
+                "smp": 0,
+                "brp": self.data_brp,
+                "total_tq": 15,
+                "sample_point_percent": 80,
+            },
+            "source_branch": "project-code/CAN_DEV",
+            "source_commit": "6e7ed04a468dfcde7efda9e30bc15144bf02faf9",
+        }
diff --git a/src/cognitive_agent/infrastructure/can/zlgcan_bridge.py b/src/cognitive_agent/infrastructure/can/zlgcan_bridge.py
index 5cf7e94..c16114b 100755
--- a/src/cognitive_agent/infrastructure/can/zlgcan_bridge.py
+++ b/src/cognitive_agent/infrastructure/can/zlgcan_bridge.py
@@ -1,7 +1,9 @@
-"""32-bit JSON-line bridge for the ZLG zlgcan.dll API.
+"""32-bit JSON-line bridge for a multi-channel ZLG CAN FD adapter.
 
-This module deliberately has no project or third-party imports so it can run under
-the 32-bit Python bundled with ZCANPRO while the web service uses 64-bit Python.
+The module deliberately has no project or third-party imports.  It runs under
+the 32-bit Python bundled with ZCANPRO while the application uses 64-bit Python.
+One bridge owns the physical adapter once and initializes every requested
+channel, which avoids two processes racing to open the same USB device.
 """
 
 from __future__ import annotations
@@ -10,10 +12,12 @@ import argparse
 import ctypes
 import json
 import sys
+import time
 
 
 ZCAN_TYPE_CANFD = 1
 ZCAN_STATUS_OK = 1
+CANFD_BRS = 0x01
 
 
 class ZcanClassicInit(ctypes.Structure):
@@ -62,6 +66,17 @@ class ZcanFrame(ctypes.Structure):
     ]
 
 
+class ZcanFdFrame(ctypes.Structure):
+    _fields_ = [
+        ("can_id", ctypes.c_uint32),
+        ("len", ctypes.c_uint8),
+        ("flags", ctypes.c_uint8),
+        ("reserved0", ctypes.c_uint8),
+        ("reserved1", ctypes.c_uint8),
+        ("data", ctypes.c_uint8 * 64),
+    ]
+
+
 class ZcanTransmitData(ctypes.Structure):
     _fields_ = [("frame", ZcanFrame), ("transmit_type", ctypes.c_uint32)]
 
@@ -70,6 +85,14 @@ class ZcanReceiveData(ctypes.Structure):
     _fields_ = [("frame", ZcanFrame), ("timestamp", ctypes.c_uint64)]
 
 
+class ZcanTransmitFdData(ctypes.Structure):
+    _fields_ = [("frame", ZcanFdFrame), ("transmit_type", ctypes.c_uint32)]
+
+
+class ZcanReceiveFdData(ctypes.Structure):
+    _fields_ = [("frame", ZcanFdFrame), ("timestamp", ctypes.c_uint64)]
+
+
 class ZcanChannelErrorInfo(ctypes.Structure):
     _fields_ = [
         ("error_code", ctypes.c_uint32),
@@ -87,45 +110,85 @@ class Driver:
         self.transmit_type = args.transmit_type
         self.dll = ctypes.WinDLL(args.dll)
         self._declare_functions()
-        self.device = self.dll.ZCAN_OpenDevice(
-            args.device_type, args.device_index, 0
-        )
+        self.device = self.dll.ZCAN_OpenDevice(args.device_type, args.device_index, 0)
         if not self.device:
             raise RuntimeError(
-                f"ZCAN_OpenDevice failed for device_type={args.device_type}, "
-                f"device_index={args.device_index}; connect the adapter and close "
-                "ZCANPRO first"
+                "ZCAN_OpenDevice failed for device_type={}, device_index={}; "
+                "connect the adapter and close ZCANPRO first".format(
+                    args.device_type, args.device_index
+                )
             )
-        self.channel = None
+        self.channels = {}
         try:
-            bitrate = str(args.bitrate).encode("ascii")
-            channel_prefix = str(args.channel)
-            path = (channel_prefix + "/canfd_abit_baud_rate").encode("ascii")
-            if self.dll.ZCAN_SetValue(self.device, path, bitrate) != ZCAN_STATUS_OK:
-                raise RuntimeError("ZCAN_SetValue(canfd_abit_baud_rate) failed")
-            data_path = (channel_prefix + "/canfd_dbit_baud_rate").encode("ascii")
-            if self.dll.ZCAN_SetValue(self.device, data_path, b"2000000") != ZCAN_STATUS_OK:
-                raise RuntimeError("ZCAN_SetValue(canfd_dbit_baud_rate) failed")
-            init = ZcanChannelInit()
-            # USBCANFD devices require a CANFD channel handle even when the
-            # application only transmits classic CAN frames through ZCAN_Transmit.
-            init.can_type = ZCAN_TYPE_CANFD
-            init.canfd.acc_code = 0
-            init.canfd.acc_mask = 0xFFFFFFFF
-            init.canfd.filter = 0
-            init.canfd.mode = 0
-            self.channel = self.dll.ZCAN_InitCAN(
-                self.device, args.channel, ctypes.byref(init)
-            )
-            if not self.channel:
-                raise RuntimeError("ZCAN_InitCAN failed")
-            if self.dll.ZCAN_StartCAN(self.channel) != ZCAN_STATUS_OK:
-                raise RuntimeError("ZCAN_StartCAN failed")
-            self.dll.ZCAN_ClearBuffer(self.channel)
+            for config in self._channel_configs(args):
+                self._initialize_channel(config)
         except Exception:
             self.close()
             raise
 
+    @staticmethod
+    def _channel_configs(args):
+        if args.channels_json:
+            configs = json.loads(args.channels_json)
+        else:
+            configs = [
+                {
+                    "channel": args.channel,
+                    "arbitration_bitrate": args.bitrate,
+                    "data_bitrate": args.data_bitrate,
+                    "can_fd_iso": True,
+                    "termination_enabled": True,
+                }
+            ]
+        if not isinstance(configs, list) or not configs:
+            raise ValueError("channels-json must be a non-empty JSON array")
+        channel_ids = [int(item["channel"]) for item in configs]
+        if len(channel_ids) != len(set(channel_ids)):
+            raise ValueError("channel numbers must be unique")
+        return configs
+
+    def _set_value(self, path, value):
+        result = self.dll.ZCAN_SetValue(
+            self.device, path.encode("ascii"), str(value).encode("ascii")
+        )
+        if result != ZCAN_STATUS_OK:
+            raise RuntimeError("ZCAN_SetValue({}) failed".format(path))
+
+    def _initialize_channel(self, config):
+        channel_id = int(config["channel"])
+        arbitration_bitrate = int(config.get("arbitration_bitrate", 500000))
+        data_bitrate = int(config.get("data_bitrate", 2000000))
+        can_fd_iso = bool(config.get("can_fd_iso", True))
+        if channel_id < 0:
+            raise ValueError("channel number cannot be negative")
+        if arbitration_bitrate <= 0 or data_bitrate <= 0:
+            raise ValueError("CAN bitrates must be positive")
+
+        prefix = str(channel_id)
+        self._set_value(prefix + "/protocol", 1)
+        self._set_value(prefix + "/canfd_standard", 0 if can_fd_iso else 1)
+        self._set_value(prefix + "/canfd_exp", 1)
+        self._set_value(prefix + "/canfd_abit_baud_rate", arbitration_bitrate)
+        self._set_value(prefix + "/canfd_dbit_baud_rate", data_bitrate)
+
+        init = ZcanChannelInit()
+        init.can_type = ZCAN_TYPE_CANFD
+        init.canfd.acc_code = 0
+        init.canfd.acc_mask = 0xFFFFFFFF
+        init.canfd.filter = 0
+        init.canfd.mode = 0
+        handle = self.dll.ZCAN_InitCAN(self.device, channel_id, ctypes.byref(init))
+        if not handle:
+            raise RuntimeError("ZCAN_InitCAN failed for channel {}".format(channel_id))
+        self.channels[channel_id] = handle
+        self._set_value(
+            prefix + "/initenal_resistance",
+            1 if bool(config.get("termination_enabled", True)) else 0,
+        )
+        if self.dll.ZCAN_StartCAN(handle) != ZCAN_STATUS_OK:
+            raise RuntimeError("ZCAN_StartCAN failed for channel {}".format(channel_id))
+        self.dll.ZCAN_ClearBuffer(handle)
+
     def _declare_functions(self):
         handle = ctypes.c_void_p
         self.dll.ZCAN_OpenDevice.argtypes = [
@@ -168,10 +231,60 @@ class Driver:
             ctypes.c_int32,
         ]
         self.dll.ZCAN_Receive.restype = ctypes.c_uint32
+        self.dll.ZCAN_TransmitFD.argtypes = [
+            handle,
+            ctypes.POINTER(ZcanTransmitFdData),
+            ctypes.c_uint32,
+        ]
+        self.dll.ZCAN_TransmitFD.restype = ctypes.c_uint32
+        self.dll.ZCAN_ReceiveFD.argtypes = [
+            handle,
+            ctypes.POINTER(ZcanReceiveFdData),
+            ctypes.c_uint32,
+            ctypes.c_int32,
+        ]
+        self.dll.ZCAN_ReceiveFD.restype = ctypes.c_uint32
 
-    def send(self, arbitration_id, data):
+    def _handle(self, channel):
+        channel_id = int(channel)
+        try:
+            return self.channels[channel_id]
+        except KeyError:
+            raise ValueError("channel {} was not initialized".format(channel_id))
+
+    def _transmit_error(self, handle, operation):
+        error = ZcanChannelErrorInfo()
+        read_ok = self.dll.ZCAN_ReadChannelErrInfo(handle, ctypes.byref(error))
+        detail = (
+            "; channel_error=0x{:08X}".format(error.error_code)
+            if read_ok == ZCAN_STATUS_OK
+            else "; channel error info unavailable"
+        )
+        raise RuntimeError(operation + " did not accept the frame" + detail)
+
+    def send(self, channel, arbitration_id, data, is_fd=False, bitrate_switch=False):
         if not 0 <= arbitration_id <= 0x7FF:
             raise ValueError("only 11-bit standard CAN identifiers are allowed")
+        handle = self._handle(channel)
+        if is_fd:
+            valid_lengths = set(range(9)) | {12, 16, 20, 24, 32, 48, 64}
+            if len(data) not in valid_lengths:
+                raise ValueError(
+                    "CAN FD payload length must be 0-8, 12, 16, 20, 24, 32, 48 or 64 bytes"
+                )
+            transmit = ZcanTransmitFdData()
+            transmit.frame.can_id = arbitration_id
+            transmit.frame.len = len(data)
+            transmit.frame.flags = CANFD_BRS if bitrate_switch else 0
+            for index, byte in enumerate(data):
+                transmit.frame.data[index] = byte
+            transmit.transmit_type = self.transmit_type
+            if self.dll.ZCAN_TransmitFD(handle, ctypes.byref(transmit), 1) != 1:
+                self._transmit_error(handle, "ZCAN_TransmitFD")
+            return
+
+        if bitrate_switch:
+            raise ValueError("bitrate switching is only valid for CAN FD frames")
         if len(data) > 8:
             raise ValueError("classic CAN payload exceeds 8 bytes")
         transmit = ZcanTransmitData()
@@ -180,38 +293,63 @@ class Driver:
         for index, byte in enumerate(data):
             transmit.frame.data[index] = byte
         transmit.transmit_type = self.transmit_type
-        if self.dll.ZCAN_Transmit(self.channel, ctypes.byref(transmit), 1) != 1:
-            error = ZcanChannelErrorInfo()
-            read_ok = self.dll.ZCAN_ReadChannelErrInfo(
-                self.channel, ctypes.byref(error)
-            )
-            detail = (
-                f"; channel_error=0x{error.error_code:08X}"
-                if read_ok == ZCAN_STATUS_OK
-                else "; channel error info unavailable"
-            )
-            raise RuntimeError("ZCAN_Transmit did not accept the frame" + detail)
+        if self.dll.ZCAN_Transmit(handle, ctypes.byref(transmit), 1) != 1:
+            self._transmit_error(handle, "ZCAN_Transmit")
 
-    def receive(self, timeout_ms):
-        receive = ZcanReceiveData()
-        count = self.dll.ZCAN_Receive(
-            self.channel, ctypes.byref(receive), 1, int(timeout_ms)
-        )
-        if count == 0:
-            return None
-        if count != 1:
-            raise RuntimeError("ZCAN_Receive returned an unexpected frame count")
+    @staticmethod
+    def _classic_public(receive):
         frame = receive.frame
         return {
             "arbitration_id": int(frame.can_id & 0x1FFFFFFF),
             "data_hex": bytes(frame.data[: frame.can_dlc]).hex(),
             "timestamp_us": int(receive.timestamp),
+            "is_fd": False,
+            "bitrate_switch": False,
         }
 
+    @staticmethod
+    def _fd_public(receive):
+        frame = receive.frame
+        return {
+            "arbitration_id": int(frame.can_id & 0x1FFFFFFF),
+            "data_hex": bytes(frame.data[: frame.len]).hex(),
+            "timestamp_us": int(receive.timestamp),
+            "is_fd": True,
+            "bitrate_switch": bool(frame.flags & CANFD_BRS),
+        }
+
+    def receive(self, channel, timeout_ms, include_fd=False):
+        handle = self._handle(channel)
+        deadline = time.monotonic() + max(0, int(timeout_ms)) / 1000.0
+        while True:
+            classic = ZcanReceiveData()
+            count = self.dll.ZCAN_Receive(handle, ctypes.byref(classic), 1, 0)
+            if count == 1:
+                return self._classic_public(classic)
+            if count != 0:
+                raise RuntimeError("ZCAN_Receive returned an unexpected frame count")
+
+            if include_fd:
+                fd_receive = ZcanReceiveFdData()
+                count = self.dll.ZCAN_ReceiveFD(
+                    handle, ctypes.byref(fd_receive), 1, 0
+                )
+                if count == 1:
+                    return self._fd_public(fd_receive)
+                if count != 0:
+                    raise RuntimeError(
+                        "ZCAN_ReceiveFD returned an unexpected frame count"
+                    )
+
+            remaining = deadline - time.monotonic()
+            if remaining <= 0:
+                return None
+            time.sleep(min(0.002, remaining))
+
     def close(self):
-        if self.channel:
-            self.dll.ZCAN_ResetCAN(self.channel)
-            self.channel = None
+        for channel_id in sorted(self.channels, reverse=True):
+            handle = self.channels.pop(channel_id)
+            self.dll.ZCAN_ResetCAN(handle)
         if self.device:
             self.dll.ZCAN_CloseDevice(self.device)
             self.device = None
@@ -222,8 +360,10 @@ def parse_args():
     parser.add_argument("--dll", required=True)
     parser.add_argument("--device-type", type=int, required=True)
     parser.add_argument("--device-index", type=int, default=0)
+    parser.add_argument("--channels-json")
     parser.add_argument("--channel", type=int, default=0)
     parser.add_argument("--bitrate", type=int, default=500000)
+    parser.add_argument("--data-bitrate", type=int, default=2000000)
     parser.add_argument(
         "--transmit-type",
         type=int,
@@ -247,6 +387,8 @@ def main():
             "ZCAN_StartCAN",
             "ZCAN_Transmit",
             "ZCAN_Receive",
+            "ZCAN_TransmitFD",
+            "ZCAN_ReceiveFD",
         )
         missing = [name for name in required if not hasattr(dll, name)]
         emit(
@@ -256,9 +398,12 @@ def main():
                 "missing_exports": missing,
                 "structure_sizes": {
                     "init": ctypes.sizeof(ZcanChannelInit),
-                    "frame": ctypes.sizeof(ZcanFrame),
-                    "tx": ctypes.sizeof(ZcanTransmitData),
-                    "rx": ctypes.sizeof(ZcanReceiveData),
+                    "classic_frame": ctypes.sizeof(ZcanFrame),
+                    "classic_tx": ctypes.sizeof(ZcanTransmitData),
+                    "classic_rx": ctypes.sizeof(ZcanReceiveData),
+                    "fd_frame": ctypes.sizeof(ZcanFdFrame),
+                    "fd_tx": ctypes.sizeof(ZcanTransmitFdData),
+                    "fd_rx": ctypes.sizeof(ZcanReceiveFdData),
                     "error": ctypes.sizeof(ZcanChannelErrorInfo),
                 },
             }
@@ -268,27 +413,43 @@ def main():
     driver = None
     try:
         driver = Driver(args)
-        emit({"ok": True, "event": "ready"})
+        emit({"ok": True, "event": "ready", "channels": sorted(driver.channels)})
         for line in sys.stdin:
             try:
                 request = json.loads(line)
                 operation = request.get("operation")
                 if operation == "send":
+                    channel = int(request.get("channel", args.channel))
                     arbitration_id = int(request["arbitration_id"])
                     data = bytes.fromhex(request["data_hex"])
-                    driver.send(arbitration_id, data)
+                    is_fd = bool(request.get("is_fd", False))
+                    bitrate_switch = bool(request.get("bitrate_switch", False))
+                    driver.send(
+                        channel,
+                        arbitration_id,
+                        data,
+                        is_fd=is_fd,
+                        bitrate_switch=bitrate_switch,
+                    )
                     emit(
                         {
                             "ok": True,
+                            "channel": channel,
                             "arbitration_id": arbitration_id,
                             "data_hex": data.hex(),
+                            "is_fd": is_fd,
+                            "bitrate_switch": bitrate_switch,
                         }
                     )
                 elif operation == "receive":
                     emit(
                         {
                             "ok": True,
-                            "frame": driver.receive(int(request.get("timeout_ms", 0))),
+                            "frame": driver.receive(
+                                int(request.get("channel", args.channel)),
+                                int(request.get("timeout_ms", 0)),
+                                include_fd=bool(request.get("include_fd", False)),
+                            ),
                         }
                     )
                 elif operation == "close":
diff --git a/src/cognitive_agent/infrastructure/firmware/t2g_seat.py b/src/cognitive_agent/infrastructure/firmware/t2g_seat.py
index 67705f2..4fccdb5 100755
--- a/src/cognitive_agent/infrastructure/firmware/t2g_seat.py
+++ b/src/cognitive_agent/infrastructure/firmware/t2g_seat.py
@@ -12,9 +12,11 @@ from typing import Any, Callable
 from cognitive_agent.infrastructure.can.gateway import CanBus
 
 
-FIRMWARE_PROTOCOL_SIGNATURE = "seat-controller-smv8-current-diagnostics-v6"
-FIRMWARE_PROTOCOL_FRAME_IDS = frozenset({0x301, 0x302, 0x303, 0x304, 0x305, 0x4FA})
-EXPECTED_FIRMWARE_REVISION = 6
+FIRMWARE_PROTOCOL_SIGNATURE = "seat-controller-smv8-dynamic-modes-v13"
+FIRMWARE_PROTOCOL_FRAME_IDS = frozenset(
+    {0x301, 0x302, 0x303, 0x304, 0x305, 0x306, 0x4FA}
+)
+EXPECTED_FIRMWARE_REVISION = 13
 EXPECTED_MOTOR_MAX_HALL = (480, 374, 917, 647)
 
 
@@ -168,9 +170,79 @@ class T2GFirmwareGuard:
         self.auto_flash = auto_flash
         self.probe_timeout_ms = probe_timeout_ms
         self.boot_wait_ms = boot_wait_ms
+        self._last_probe_diagnostics: dict[str, Any] = {}
+
+    def _record_probe_diagnostics(
+        self,
+        *,
+        observed_ids: set[int],
+        motor_status_ids: set[int],
+        motor_diagnostic: dict[int, int],
+        motor_current_ids: set[int],
+        firmware_revision: int | None,
+    ) -> None:
+        expected_motors = {0, 1, 2, 3}
+        max_hall_counts = [motor_diagnostic.get(motor) for motor in range(4)]
+        mismatched_max_hall = [
+            motor
+            for motor, expected in enumerate(EXPECTED_MOTOR_MAX_HALL)
+            if motor_diagnostic.get(motor) is not None
+            and abs(int(motor_diagnostic[motor]) - expected)
+            > max(4, round(expected * 0.05))
+        ]
+        self._last_probe_diagnostics = {
+            "observed_frame_ids": [
+                f"0x{item:03X}" for item in sorted(observed_ids)
+            ],
+            "missing_frame_ids": [
+                f"0x{item:03X}"
+                for item in sorted(FIRMWARE_PROTOCOL_FRAME_IDS - observed_ids)
+            ],
+            "firmware_revision": firmware_revision,
+            "expected_firmware_revision": EXPECTED_FIRMWARE_REVISION,
+            "observed_motor_status_ids": sorted(motor_status_ids),
+            "missing_motor_status_ids": sorted(expected_motors - motor_status_ids),
+            "observed_motor_diagnostic_ids": sorted(motor_diagnostic),
+            "missing_motor_diagnostic_ids": sorted(
+                expected_motors - set(motor_diagnostic)
+            ),
+            "observed_motor_current_ids": sorted(motor_current_ids),
+            "missing_motor_current_ids": sorted(expected_motors - motor_current_ids),
+            "max_hall_counts": max_hall_counts,
+            "expected_max_hall_counts": list(EXPECTED_MOTOR_MAX_HALL),
+            "mismatched_max_hall_ids": mismatched_max_hall,
+        }
+
+    def _probe_failure_detail(self) -> str:
+        diagnostics = self._last_probe_diagnostics
+        if not diagnostics:
+            return "no qualifying Seat_Controller_demo protocol frames were observed"
+
+        def joined(name: str) -> str:
+            values = diagnostics.get(name) or []
+            return ",".join(str(item) for item in values) or "none"
+
+        revision = diagnostics.get("firmware_revision")
+        revision_text = "unknown" if revision is None else str(revision)
+        max_hall = diagnostics.get("max_hall_counts") or []
+        max_hall_text = ",".join(
+            "?" if value is None else str(value) for value in max_hall
+        )
+        return (
+            f"observed_frame_ids={joined('observed_frame_ids')}; "
+            f"missing_frame_ids={joined('missing_frame_ids')}; "
+            f"firmware_revision={revision_text} "
+            f"(expected {EXPECTED_FIRMWARE_REVISION}); "
+            f"missing_motor_status_ids={joined('missing_motor_status_ids')}; "
+            "missing_motor_diagnostic_ids="
+            f"{joined('missing_motor_diagnostic_ids')}; "
+            f"missing_motor_current_ids={joined('missing_motor_current_ids')}; "
+            f"max_hall_counts={max_hall_text}; "
+            f"mismatched_max_hall_ids={joined('mismatched_max_hall_ids')}"
+        )
 
     def _probe(self, bus: CanBus) -> dict[str, Any] | None:
-        """Observe the cyclic 0x301..0x305/0x4FA contract without transmitting.
+        """Observe the cyclic 0x301..0x306/0x4FA contract without transmitting.
 
         The 2026-07-30 firmware uses 0x304 and 0x305 for current diagnostics,
         so the previous request/response identity handshake would collide with
@@ -185,12 +257,27 @@ class T2GFirmwareGuard:
         motor_diagnostic: dict[int, int] = {}
         motor_current_ids: set[int] = set()
         firmware_revision: int | None = None
+        self._last_probe_diagnostics = {}
         while True:
             remaining_ms = round((deadline - time.monotonic()) * 1000)
             if remaining_ms <= 0:
+                self._record_probe_diagnostics(
+                    observed_ids=observed_ids,
+                    motor_status_ids=motor_status_ids,
+                    motor_diagnostic=motor_diagnostic,
+                    motor_current_ids=motor_current_ids,
+                    firmware_revision=firmware_revision,
+                )
                 return None
             frame = bus.receive(remaining_ms)
             if frame is None:
+                self._record_probe_diagnostics(
+                    observed_ids=observed_ids,
+                    motor_status_ids=motor_status_ids,
+                    motor_diagnostic=motor_diagnostic,
+                    motor_current_ids=motor_current_ids,
+                    firmware_revision=firmware_revision,
+                )
                 return None
             arbitration_id = int(frame.arbitration_id)
             if arbitration_id not in FIRMWARE_PROTOCOL_FRAME_IDS or len(frame.data) < 8:
@@ -206,6 +293,14 @@ class T2GFirmwareGuard:
             elif arbitration_id == 0x304 and data[0] < 4:
                 motor_current_ids.add(data[0])
 
+            self._record_probe_diagnostics(
+                observed_ids=observed_ids,
+                motor_status_ids=motor_status_ids,
+                motor_diagnostic=motor_diagnostic,
+                motor_current_ids=motor_current_ids,
+                firmware_revision=firmware_revision,
+            )
+
             if (
                 observed_ids == FIRMWARE_PROTOCOL_FRAME_IDS
                 and firmware_revision == EXPECTED_FIRMWARE_REVISION
@@ -254,6 +349,7 @@ class T2GFirmwareGuard:
                 ) from probe_error
             raise FirmwareProgrammingError(
                 "matching Seat_Controller_demo passive protocol signature was not detected; "
+                f"{self._probe_failure_detail()}; "
                 "automatic programming is disabled"
             )
         if self.programmer is None:
@@ -268,7 +364,8 @@ class T2GFirmwareGuard:
             verified = self._probe(verified_bus)
             if verified is None:
                 raise FirmwareProgrammingError(
-                    "programming completed but passive firmware protocol verification failed"
+                    "programming completed but passive firmware protocol verification failed; "
+                    + self._probe_failure_detail()
                 )
         except Exception as exc:
             verified_bus.close()
diff --git a/tests/e2e/test_seat_web_api.py b/tests/e2e/test_seat_web_api.py
index 7352806..c159cb7 100755
--- a/tests/e2e/test_seat_web_api.py
+++ b/tests/e2e/test_seat_web_api.py
@@ -111,7 +111,7 @@ class SeatWebApiTests(unittest.TestCase):
     def test_static_console_and_runtime_endpoint(self) -> None:
         with self.opener.open(f"{self.base_url}/", timeout=3) as response:
             html = response.read().decode("utf-8")
-        with self.opener.open(f"{self.base_url}/app.js?v=seat-hil-9", timeout=3) as response:
+        with self.opener.open(f"{self.base_url}/app.js?v=seat-hil-13", timeout=3) as response:
             app_script = response.read().decode("utf-8")
         with self.opener.open(f"{self.base_url}/api/runtime", timeout=3) as response:
             runtime = json.loads(response.read().decode("utf-8"))
@@ -121,7 +121,7 @@ class SeatWebApiTests(unittest.TestCase):
         self.assertIn('data-vehicle-model="byd-tang-2024-reference"', html)
         self.assertIn("整车孪生界面", html)
         self.assertIn("透明车体 · 实体设备", html)
-        self.assertIn('src="/app.js?v=seat-hil-9"', html)
+        self.assertIn('src="/app.js?v=seat-hil-13"', html)
         self.assertIn('id="hardwareAccessField"', html)
         self.assertIn("hardware_access_required", app_script)
         self.assertIn("HARDWARE_REQUEST_TIMEOUT_MS = 15 * 60 * 1000", app_script)
diff --git a/tests/integration/test_multidomain_service.py b/tests/integration/test_multidomain_service.py
index dcf533f..7530f5a 100755
--- a/tests/integration/test_multidomain_service.py
+++ b/tests/integration/test_multidomain_service.py
@@ -538,7 +538,7 @@ class MultiDomainServiceTests(unittest.TestCase):
                 vehicle_id="denza_n7",
             )
 
-        self.assertEqual(result["status"], "execution_failed")
+        self.assertEqual(result["status"], "partially_succeeded")
         self.assertEqual(result["execution_report"]["spec"]["status"], "failed")
         self.assertEqual(
             result["actuator_state"]["passenger"]["position"]["longitudinal"][
@@ -553,6 +553,10 @@ class MultiDomainServiceTests(unittest.TestCase):
             "physical_can",
         )
         self.assertEqual(
+            result["domain_state"]["roof"]["transmittance_pct"],
+            20,
+        )
+        self.assertNotEqual(
             result["domain_state"]["roof"]["transmittance_pct"],
             initial_roof,
         )
diff --git a/tests/unit/test_mode_profile.py b/tests/unit/test_mode_profile.py
index 93bdc5c..577f2b9 100644
--- a/tests/unit/test_mode_profile.py
+++ b/tests/unit/test_mode_profile.py
@@ -69,6 +69,8 @@ class ModeProfileRegistryTests(unittest.TestCase):
             "electric_beach_chair",
             "queen_passenger_driving",
             "calf_decompression_float",
+            "rocking_horse",
+            "dynamic_cradle",
         }
         denza_modes = registry.public_modes(vehicle_id="denza_n7")
         denza_ids = {mode["id"] for mode in denza_modes}
@@ -88,6 +90,104 @@ class ModeProfileRegistryTests(unittest.TestCase):
             "calf_decompression_float",
         )
 
+    def test_dynamic_modes_preserve_exact_timelines_and_native_mode_ids(self) -> None:
+        registry = ModeProfileRegistry(REPOSITORY_ROOT / "config" / "modes")
+        profiles = {
+            profile.id: profile
+            for profile in registry.profiles()
+            if profile.id in {"rocking_horse", "dynamic_cradle"}
+        }
+
+        horse = profiles["rocking_horse"]
+        self.assertIsNotNone(horse.timeline)
+        assert horse.timeline is not None
+        self.assertEqual(horse.timeline.repeat, "until_stopped_or_timeout")
+        self.assertEqual(horse.timeline.max_runtime_ms, 600_000)
+        self.assertIsNone(horse.timeline.cycle_duration_ms)
+        self.assertEqual(
+            [(phase.id, phase.duration_ms) for phase in horse.timeline.phases],
+            [("rock_forward", None), ("rock_backward", None)],
+        )
+        self.assertEqual(
+            horse.timeline.entry["targets"]["longitudinal"]["hall_pulse"],
+            320,
+        )
+        self.assertEqual(
+            [phase.completion for phase in horse.timeline.phases],
+            ["all_targets_reached", "all_targets_reached"],
+        )
+        self.assertEqual([phase.timeout_ms for phase in horse.timeline.phases], [15_000, 15_000])
+        self.assertEqual(horse.timeline.phases[0].motion["final_approach_hall_pulses"], 8)
+        self.assertTrue(horse.timeline.phases[0].motion["continuous_four_axis_cruise"])
+        self.assertEqual(
+            horse.timeline.phases[0].targets["cushion_tilt"]["hall_pulse"],
+            250,
+        )
+        self.assertEqual(
+            horse.timeline.phases[1].targets["cushion_tilt"]["hall_pulse"],
+            130,
+        )
+        self.assertEqual(
+            horse.timeline.phases[0].motion["cruise_duty_percent"]["cushion_tilt"],
+            90,
+        )
+        self.assertEqual(
+            horse.timeline.phases[0].targets["longitudinal"]["hall_pulse"],
+            270,
+        )
+        self.assertEqual(
+            horse.timeline.phases[1].targets["longitudinal"]["hall_pulse"],
+            370,
+        )
+        self.assertEqual(
+            horse.timeline.phases[0].motion["cruise_duty_percent"]["longitudinal"],
+            90,
+        )
+
+        cradle = profiles["dynamic_cradle"]
+        self.assertIsNotNone(cradle.timeline)
+        assert cradle.timeline is not None
+        self.assertEqual(cradle.timeline.repeat, "until_stopped_or_timeout")
+        self.assertEqual(cradle.timeline.max_runtime_ms, 600_000)
+        self.assertIsNone(cradle.timeline.cycle_duration_ms)
+        self.assertEqual(
+            [(phase.id, phase.duration_ms) for phase in cradle.timeline.phases],
+            [("forward", None), ("return", None)],
+        )
+        self.assertEqual(
+            cradle.timeline.entry["targets"]["longitudinal"]["hall_pulse"],
+            391,
+        )
+        self.assertEqual(
+            [phase.completion for phase in cradle.timeline.phases],
+            ["all_targets_reached", "all_targets_reached"],
+        )
+        self.assertEqual(
+            [phase.timeout_ms for phase in cradle.timeline.phases],
+            [30_000, 30_000],
+        )
+        self.assertEqual(
+            cradle.timeline.phases[0].motion["final_approach_hall_pulses"],
+            12,
+        )
+        self.assertTrue(
+            cradle.timeline.phases[0].motion["continuous_four_axis_cruise"]
+        )
+        self.assertNotIn("clearance_lead", cradle.timeline.phases[0].motion)
+
+        requests = {
+            profile.id: registry.requests_for_profiles([profile])[0]
+            for profile in (horse, cradle)
+        }
+        self.assertEqual(
+            requests["rocking_horse"]["parameters"],
+            [{"name": "mode_id", "value": 1}],
+        )
+        self.assertEqual(
+            requests["dynamic_cradle"]["parameters"],
+            [{"name": "mode_id", "value": 2}],
+        )
+
     def test_denza_mode_positions_use_corrected_n7_zero_points(self) -> None:
         registry = ModeProfileRegistry(REPOSITORY_ROOT / "config" / "modes")
         expected_positions = {
diff --git a/tests/unit/test_native_can_integration.py b/tests/unit/test_native_can_integration.py
new file mode 100644
index 0000000..a8b515f
--- /dev/null
+++ b/tests/unit/test_native_can_integration.py
@@ -0,0 +1,167 @@
+from __future__ import annotations
+
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+from cognitive_agent.application.native_can_runtime import (
+    NativeCanExecutor,
+    NativeCanRuntime,
+)
+from cognitive_agent.application.seat_service import REPOSITORY_ROOT, SeatDemoService
+from cognitive_agent.infrastructure.can.gateway import CanFrame
+from cognitive_agent.infrastructure.can.hardware import VehicleCanSettings
+
+
+class _FakeBus:
+    def __init__(self, received: list[CanFrame] | None = None) -> None:
+        self.received = list(received or [])
+        self.sent: list[CanFrame] = []
+        self.closed = False
+
+    def send(
+        self,
+        arbitration_id: int,
+        data: bytes,
+        *,
+        is_fd: bool = False,
+        bitrate_switch: bool = False,
+    ) -> CanFrame:
+        frame = CanFrame(
+            arbitration_id,
+            data,
+            channel=1,
+            is_fd=is_fd,
+            bitrate_switch=bitrate_switch,
+        )
+        self.sent.append(frame)
+        return frame
+
+    def receive(
+        self, timeout_ms: int, *, include_fd: bool = False
+    ) -> CanFrame | None:
+        return self.received.pop(0) if self.received else None
+
+    def close(self) -> None:
+        self.closed = True
+
+
+class NativeCanIntegrationTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.runtime = NativeCanRuntime(REPOSITORY_ROOT)
+
+    def _compile(self, domain: str, actions: list[dict]) -> tuple[dict, dict]:
+        config = self.runtime.build_function_config(
+            domain, actions, "req-native-test", "local_rules"
+        )
+        return config, self.runtime.compile(config)
+
+    def test_climate_frames_match_can_dev_layout_and_repeat_policy(self) -> None:
+        actions = [
+            {
+                "domain": "climate",
+                "capability": "climate.set_power",
+                "target": "vehicle",
+                "operation": "set",
+                "parameters": {"state": "on"},
+            },
+            {
+                "domain": "climate",
+                "capability": "climate.set_temperature",
+                "target": "driver",
+                "operation": "set",
+                "parameters": {"temperature_c": 24},
+            },
+            {
+                "domain": "climate",
+                "capability": "climate.set_fan_level",
+                "target": "vehicle",
+                "operation": "set",
+                "parameters": {"level": 3},
+            },
+        ]
+        _, plan = self._compile("climate", actions)
+        commands = plan["spec"]["commands"]
+
+        self.assertEqual([item["signals"]["frame_id"] for item in commands], ["0x1DE"] * 3)
+        self.assertEqual(commands[0]["signals"]["data_hex"], "00 00 00 10 00 00 00 00")
+        self.assertEqual(commands[1]["signals"]["data_hex"], "00 00 00 00 18 00 00 00")
+        self.assertEqual(commands[2]["signals"]["data_hex"], "30 00 00 00 00 00 00 00")
+        self.assertEqual(commands[0]["repeat"], {"count": 3, "period_ms": 100})
+        self.assertFalse(commands[0]["signals"]["is_fd"])
+
+    def test_window_motion_uses_can_fd_with_brs(self) -> None:
+        _, plan = self._compile(
+            "window",
+            [
+                {
+                    "domain": "window",
+                    "capability": "window.set_motion",
+                    "target": "front_left",
+                    "operation": "set",
+                    "parameters": {"motion": "open"},
+                }
+            ],
+        )
+        command = plan["spec"]["commands"][0]
+        self.assertEqual(command["signals"]["frame_id"], "0x431")
+        self.assertEqual(command["signals"]["data_hex"], "00 00 00 00 00 00 01 00")
+        self.assertTrue(command["signals"]["is_fd"])
+        self.assertTrue(command["signals"]["bitrate_switch"])
+
+    def test_executor_requires_configured_feedback_for_vehicle_success(self) -> None:
+        config, plan = self._compile(
+            "climate",
+            [
+                {
+                    "domain": "climate",
+                    "capability": "climate.set_power",
+                    "target": "vehicle",
+                    "operation": "set",
+                    "parameters": {"state": "on"},
+                }
+            ],
+        )
+        feedback = CanFrame(0x404, bytes((0, 1, 0, 0, 0, 0, 0, 0)), channel=1)
+        bus = _FakeBus([feedback])
+        with patch("cognitive_agent.application.native_can_runtime.time.sleep"):
+            report = NativeCanExecutor(lambda: bus, feedback_timeout_ms=1).execute(
+                self.runtime, plan, config
+            )
+        self.assertEqual(report["spec"]["status"], "succeeded")
+        self.assertEqual(len(bus.sent), 3)
+        self.assertTrue(bus.closed)
+
+        no_feedback_bus = _FakeBus()
+        with patch("cognitive_agent.application.native_can_runtime.time.sleep"):
+            report = NativeCanExecutor(
+                lambda: no_feedback_bus, feedback_timeout_ms=1
+            ).execute(self.runtime, plan, config)
+        self.assertEqual(report["spec"]["status"], "failed")
+
+    def test_one_sentence_builds_seat_and_vehicle_channel_plans(self) -> None:
+        service = SeatDemoService(REPOSITORY_ROOT)
+        result = service.process(
+            "副驾座椅通风3档，同时打开空调，温度设为24度，风量3档",
+            provider="local",
+        )
+        self.assertEqual(result["status"], "succeeded")
+        self.assertEqual(set(result["function_configs"]), {"seat", "native_climate"})
+        self.assertEqual(set(result["command_plans"]), {"seat", "native_climate"})
+        body_commands = result["command_plans"]["native_climate"]["spec"]["commands"]
+        self.assertTrue(body_commands)
+        self.assertTrue(all(item["bus"] == "body_can" for item in body_commands))
+        self.assertFalse(result["deferred_requests"])
+
+    def test_vehicle_timing_contract_matches_requested_60mhz_values(self) -> None:
+        settings = VehicleCanSettings.from_env(Path(REPOSITORY_ROOT))
+        self.assertTrue(settings.timing_is_verified)
+        info = settings.public_info()
+        self.assertEqual(info["arbitration"]["bitrate"], 500_000)
+        self.assertEqual(info["arbitration"]["sample_point_percent"], 80)
+        self.assertEqual(info["data"]["bitrate"], 2_000_000)
+        self.assertEqual(info["data"]["sample_point_percent"], 80)
+
+
+if __name__ == "__main__":
+    unittest.main()