diff --git a/.task/feature-fast-slow-u2-u3-plan.md b/.task/feature-fast-slow-u2-u3-plan.md
index a8858f3f..c5f4596e 100644
--- a/.task/feature-fast-slow-u2-u3-plan.md
+++ b/.task/feature-fast-slow-u2-u3-plan.md
@@ -90,6 +90,8 @@ r0.3复审迭代：Backend `9019f90` 在新隔离 PostgreSQL 上 runmgr/cardsvc/
 
 r0.3第三轮复审与保守化：独立审阅者对Backend `6d50e48` 的全量 Go 和无付费机制重放通过，但发现完整句若在已提供前缀末尾截断仍能误作原句、同句旧数值被后文调整仍可能被采用、同一sourceIndex被当作共同全集证明；因此该版审阅仍**FAIL**。Backend `3f0141d` 为三例先RED后GREEN，要求可见句界或原块完整提供，拒绝未识别数量/修订分段，唯一集合关系只接受同名显式范围；同时有同名范围可复算的正例。Documents `53b1abd` 已记录前两轮复审与机制结果。Backend本地测试的准确命令输出待以Dev `make evidence`收据固化；当前新组合的PostgreSQL、浏览器、组合、平台GATE和独立复审均待重新核验。旧r0.2模型质量FAIL与r0.3新样本NOT_RUN不变。
 
+r0.3第四轮复审：Backend `3f0141d` 在全新隔离 PostgreSQL 上 runmgr/cardsvc/store 三包 exit0，`SELF`收据 `/tmp/fast-slow-u3-r03-20261013/postgres-final-receipt.json` 已由工具导入下方，实例已停止。独立审阅者重放后仍指出两项 Important：`direct_relation` 同条额外短引可截去否定语境，以及“总12项需求，现为13个”的陌生单位修订分段可绕过数量检查。Backend `badf80d` 分别RED→GREEN：直接关系仅收单一完整引用，任何未识别数值分段或修订措辞使数量前提转待确认；旧复审FAIL保留。该新SHA的PostgreSQL、实际HTTP、Dev组合与最终复审尚未通过，真实模型新样本仍NOT_RUN。
+
 详见modules/documents/docs/reports/2026-10-13-fast-slow-u2-u3-validation.md。历史已验组合7fd5288（Backend6a2d85c、FE3087b06、Core6e38574、UI3b34dfd、Docs53a7d37）的make test/build通过（治理311、FE224、UI156、完整后端及构建）；PG恢复和两项来源/阅读实际浏览器用例亦通过。完整SELF原始收据如下，独立代码复审已闭合，未把先前SHA冒充新对象。原六真实样本211974 reported tokens；A01/A02语义失败，A04预算耗尽保留部分发现。原始失败、引用核验与评測局限保留。
 
 ## 规划进展与下一步
@@ -6477,3 +6479,41 @@ Dev草稿PR #512及Core #31、Backend #193、Frontend #79、UI #51、Documents #
   "receipt_sha256": "9ab4b523cadd53f691820b0866c3f21cac49698761cac94554312239ec727fda"
 }
 ```
+
+<!-- Local receipt: SELF. Digests detect corruption; they do not authenticate a reviewer or CI. -->
+```json
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+  "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-fast-slow-u2-u3-plan",
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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 2f5b19872be2a4597838a4131ad75d1be089ee5e deps/development-guidelines (remotes/origin/HEAD)\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 3f0141de47711135f5ab6df549c75209ab055424 modules/backend (v0.3.0-210-g3f0141d)\n 4f583ca3eeeb07a56a714c5086de84dcd6ad2980 modules/backend/deps/agent-command (heads/main)\n ed2af3e6048928b1fd0ba6da1f9d0c1bafec82d4 modules/backend/deps/agent-command/deps/development-guidelines (remotes/origin/feature/delivery-mechanism-5-ged2af3e)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 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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 490b0b2dfa1567cb16ff7a7230fd78e52bc2938e modules/backend/deps/agent-squad (heads/main)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-squad/deps/agent-intent (heads/main)\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 c348441691e8bdab784a03aa9be64d53dacff341 modules/backend/deps/agent-squad/deps/agent-native (heads/main)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-squad/deps/agent-native/deps/agent-intent (heads/main)\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 b4743949e525f5e6a6dbce6509e221cac6d15db5 modules/backend/deps/agent-system-core (v0.3.0-24-gb474394)\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 b4743949e525f5e6a6dbce6509e221cac6d15db5 modules/core (v0.3.0-24-gb474394)\n 53b1abdec8fb6e799211e3896d9459bba5ae2796 modules/documents (heads/feature/fast-slow-u2-u3-plan)\n 006c81567546deb1cbd95abbb7ca6a36f99241b2 modules/frontend (v0.3.0-113-g006c815)\n ac5b617e9e7ee6b9417b36c66d7c6e3b58ecbb42 modules/ui (v0.3.0-40-gac5b617)\n"
+  },
+  "after_error": null,
+  "exit_code": 0,
+  "output": "waiting for server to start.... done\nserver started\nisolated PostgreSQL port=60801 backend=3f0141de47711135f5ab6df549c75209ab055424\nok  \tagent-system-backend/internal/runmgr\t8.095s\nok  \tagent-system-backend/internal/cardsvc\t0.114s\nok  \tagent-system-backend/internal/store\t7.337s\nwaiting for server to shut down.... done\nserver stopped\n",
+  "output_sha256": "3f5aee428571f3cb6f14c2fc5999ebdea31a8268b3213d470a97965e79ca831e",
+  "receipt_sha256": "e3d9fae60b1da1befcd1cfef6e1a10004c02d44490fcc8f269fcba2085c9905e"
+}
+```
diff --git a/modules/backend b/modules/backend
index 3f0141de..badf80d4 160000
--- a/modules/backend
+++ b/modules/backend
@@ -1 +1 @@
-Subproject commit 3f0141de47711135f5ab6df549c75209ab055424
+Subproject commit badf80d491ea47b7bf2da422941d7081b6263479