diff --git a/.task/feature-agent-stack-i1.md b/.task/feature-agent-stack-i1.md
index d0e12414..73b913de 100644
--- a/.task/feature-agent-stack-i1.md
+++ b/.task/feature-agent-stack-i1.md
@@ -116,3 +116,41 @@
   "receipt_sha256": "a9a908bfa43e3352e01ca75fdde8296eac0de1be35074f5e1943dd2c38289433"
 }
 ```
+
+<!-- Local receipt: SELF. Digests detect corruption; they do not authenticate a reviewer or CI. -->
+```json
+{
+  "schema": 1,
+  "source": "SELF",
+  "timestamp": "2026-10-07T07:51:37.550775+00:00",
+  "command": "make test",
+  "command_sha256": "22cc66aa7d2624b4eb4d5b61658614cd6c32477b123afbf7dbc7fc3d7d0f3713",
+  "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-agent-stack-i1",
+  "common_dir": "/home/weichen/projects/Agent-System-Dev/.git",
+  "before": {
+    "head": "646b1e508761dbad7815ddea5c804d81c4569095",
+    "branch": "feature/agent-stack-i1",
+    "target_branch": "main",
+    "target_head": "3e8d2d3ba3e45589c93857f0cc6997ee3a9676d7",
+    "status": " M deps/agent-native\n M deps/agent-squad\n M modules/backend\n",
+    "tracked_diff_sha256": "3a2e3f15d1b0a7c7a12852106425df758a76280d63ca7e995626fe75e3eb55bc",
+    "untracked": {},
+    "submodules": " cc1ad7749816afe129f81bcf0732d0ca7c789d10 deps/agent-command (remotes/origin/feature/core-v0-1-gcc1ad77)\n ed2af3e6048928b1fd0ba6da1f9d0c1bafec82d4 deps/agent-command/deps/development-guidelines (remotes/origin/feature/delivery-mechanism-5-ged2af3e)\n 2554b509e81383308f6264e2b3d03e443bb0d113 deps/agent-intent (remotes/origin/HEAD)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 6ea6929309bc87bc7ca794a7c5cc5c4d117c324d deps/agent-native (remotes/origin/HEAD)\n 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+  },
+  "after": {
+    "head": "646b1e508761dbad7815ddea5c804d81c4569095",
+    "branch": "feature/agent-stack-i1",
+    "target_branch": "main",
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+    "status": " M deps/agent-native\n M deps/agent-squad\n M modules/backend\n",
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26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-squad/deps/agent-native/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-squad/deps/agent-native/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/logging-system/deps/development-guidelines (26b562d)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-squad/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-squad/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/logging-system/deps/development-guidelines (26b562d)\n af199eeaa23c5b39e08b4649f2513d7572dc5274 deps/development-guidelines (heads/main)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/logging-system/deps/development-guidelines (26b562d)\n a70b5a2f6aa60da99b90f8fbc004401f4d9e5433 modules/backend (v0.1.0-22-ga70b5a2)\n cc1ad7749816afe129f81bcf0732d0ca7c789d10 modules/backend/deps/agent-command (remotes/origin/feature/core-v0-1-gcc1ad77)\n ed2af3e6048928b1fd0ba6da1f9d0c1bafec82d4 modules/backend/deps/agent-command/deps/development-guidelines (remotes/origin/feature/delivery-mechanism-5-ged2af3e)\n 2554b509e81383308f6264e2b3d03e443bb0d113 modules/backend/deps/agent-intent (remotes/origin/HEAD)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 6ea6929309bc87bc7ca794a7c5cc5c4d117c324d modules/backend/deps/agent-native (remotes/origin/HEAD)\n+65aaebca1ea69ab7d48eda51d33ef1d4eea5a0bf modules/backend/deps/agent-native/deps/agent-intent (65aaebc)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-native/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-native/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-native/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-native/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-native/deps/logging-system/deps/development-guidelines (26b562d)\n 592a410288d720aad51ccca8a3f72c037fdbdb6d modules/backend/deps/agent-squad (remotes/origin/HEAD)\n 2554b509e81383308f6264e2b3d03e443bb0d113 modules/backend/deps/agent-squad/deps/agent-intent (remotes/origin/HEAD)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-squad/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-squad/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 6ea6929309bc87bc7ca794a7c5cc5c4d117c324d modules/backend/deps/agent-squad/deps/agent-native (remotes/origin/HEAD)\n+65aaebca1ea69ab7d48eda51d33ef1d4eea5a0bf modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent (65aaebc)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-squad/deps/agent-native/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-squad/deps/agent-native/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/agent-native/deps/logging-system/deps/development-guidelines (26b562d)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/agent-squad/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-squad/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/logging-system/deps/development-guidelines (26b562d)\n 0b5c7747a3165bf0d0f2219204b7b70ec3ed7645 modules/backend/deps/agent-system-core (v0.1.0)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/logging-system/deps/development-guidelines (26b562d)\n 0b5c7747a3165bf0d0f2219204b7b70ec3ed7645 modules/core (v0.1.0)\n b8eaa1676f168ad64c437857e2607e2e213f6672 modules/documents (remotes/origin/feature/rdm-phase-plan)\n 50c724460159171254242ae48e956a80f4eb9c7e modules/frontend (v0.1.0)\n 27d5adb5c679101b596fbb7701b43e946674a8e6 modules/ui (v0.1.0)\n"
+  },
+  "after_error": null,
+  "exit_code": 2,
+  "output": "make[1]: Entering directory '/home/weichen/projects/Agent-System-Dev-wt-feature-agent-stack-i1'\npython3 scripts/check-worktree.py verify\nERROR: unsaved, untracked files in /home/weichen/projects/Agent-System-Dev-wt-feature-agent-stack-i1/deps/agent-native; preserve them before continuing\nmake[1]: *** [Makefile:143: test-worktree] Error 1\nmake[1]: Leaving directory '/home/weichen/projects/Agent-System-Dev-wt-feature-agent-stack-i1'\n",
+  "output_sha256": "57f8955d74a2201888cc2782553bab385ee01fac645139e1d509318df0e71fcd",
+  "receipt_sha256": "2e393f62a2513d1c1b652d04a1b788ebd47a32e9cbc74f471545fb886b30e802"
+}
+```
diff --git a/deps/agent-intent b/deps/agent-intent
index 65aaebca..2554b509 160000
--- a/deps/agent-intent
+++ b/deps/agent-intent
@@ -1 +1 @@
-Subproject commit 65aaebca1ea69ab7d48eda51d33ef1d4eea5a0bf
+Subproject commit 2554b509e81383308f6264e2b3d03e443bb0d113
diff --git a/deps/agent-native b/deps/agent-native
index c9c2f239..6ea69293 160000
--- a/deps/agent-native
+++ b/deps/agent-native
@@ -1 +1 @@
-Subproject commit c9c2f23990a0aa62b7593adf29b411aea76f6997
+Subproject commit 6ea6929309bc87bc7ca794a7c5cc5c4d117c324d
diff --git a/deps/agent-squad b/deps/agent-squad
index 7ecc04ee..592a4102 160000
--- a/deps/agent-squad
+++ b/deps/agent-squad
@@ -1 +1 @@
-Subproject commit 7ecc04ee61f6210a5dd484384b789f8d3ce29806
+Subproject commit 592a410288d720aad51ccca8a3f72c037fdbdb6d
diff --git a/modules/backend b/modules/backend
index 303983bd..a70b5a2f 160000
--- a/modules/backend
+++ b/modules/backend
@@ -1 +1 @@
-Subproject commit 303983bd3e90c254fd9954ffb73f1ee3b1919930
+Subproject commit a70b5a2f6aa60da99b90f8fbc004401f4d9e5433