diff --git a/.task/feature-agent-quality-phase02.md b/.task/feature-agent-quality-phase02.md index 79b05180..88834f5e 100644 --- a/.task/feature-agent-quality-phase02.md +++ b/.task/feature-agent-quality-phase02.md @@ -90,10 +90,30 @@ 确认：交付清单只剩 docx、该误伤清零；剩 2 个失败为模型自身 quality_review 传错路径 与验证器解析（P5 范畴） - make test（组合）PASS（evidence 行）；Backend #112 CI success（GATE） -- 影响与剩余项： - - pm-tool 终稿声称 3 个草稿章节未见于最终工件（final-vs-artifact 漂移）——composeFinal - 默认仍开，P4/P5 按裁定 4 处理 - - I2 未开始：内核会话记录为权威上下文、压缩接线、regenerate/exclude 会话树映射 +### I2 结果（2026-10-09） + +- 实现：内核会话记录为权威跨轮上下文（Agent-Native #41 思考捕获/回放 + backend + 播种/分歧重播种/压缩接线）。首轮整段组装一次性播种；结构分歧（排除/变体/重新 + 生成，指纹判定）重播种；遗留转录采纳不破坏崩溃配对；动态上下文（尾注/环境/ + 新命中模块）非播种轮首个请求注入一次；接近窗口触发 9 段压缩（追加式）。 +- 真实模型三方对照（before=main b68833f → I1=908fb25 → I2=4675a25，同 golden 集）： + | 指标（plan-followup 3 轮） | P1 后 | I1 后 | I2 后 | + |---|---|---|---| + | 工具调用 | 78 | 42 | **29** | + | 工具失败 | 13 | 10 | **7** | + | 整篇重跑 | 12 | 11 | **9** | + | 检查失败 | 7 | 1 | 2 | + | 未核实数字 | 13 | 0 | 4 | + pm-tool：工具 20→19→**12**、失败 6→2→**1**、检查失败 4→0→**0**、终稿声称缺章节 + 0→3→**0**。读原件指标归零属预期：原件全文已随转录进入上下文，不再需要回读文件。 + 单轮运行的未核实数字存在模型方差（4 vs 0），趋势上仍远优于 P1 基线 13。 +- 剩余（P4/P5）：「证据：没有出处」类关键词评分死循环（2 次）、composeFinal 漂移 + 偶发、验证器解析——裁定 4 处理。 + +## 影响与剩余项（I1 旧记录） +- pm-tool 终稿声称 3 个草稿章节未见于最终工件（final-vs-artifact 漂移）——composeFinal + 默认仍开，P4/P5 按裁定 4 处理 + - I2 已完成：内核会话记录为权威上下文、压缩接线、regenerate/exclude 会话树映射 - 「验证器返回无法解析」偶发持续——P5 异模型验证器 ## 规划进展与下一步 @@ -263,3 +283,117 @@ "receipt_sha256": "66f99166023765a40888368a00e35f66662a1eb3723e8277a5c094cd2af8d1d6" } ``` + + +```json +{ + "schema": 1, + "source": "SELF", + "timestamp": "2026-10-09T15:40:01.922070+00:00", + "command": "cd modules/backend && AGENT_EVAL_BASE=http://127.0.0.1:18814 AGENT_EVAL_OUT=/tmp/after-p2i2.json go test ./eval/live/ -tags live -run TestLiveSuite -timeout 100m", + "command_sha256": "04cebc144372e3266be760c085a88ab8fe1f42267c12924bf154916665687254", + "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-agent-quality-phase02", + "common_dir": "/home/weichen/projects/Agent-System-Dev/.git", + "before": { + "head": "03283e6425aa86de5226eb8729065acfc4f74938", + "branch": "feature/agent-quality-phase02", + "target_branch": "main", + "target_head": "bc74b9a0c5ac4f137b00aa53af37ec67e4aeb1cb", + "status": "", + "tracked_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", + "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 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 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modules/backend/deps/agent-intent (heads/main)\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 3b92cb63b41b5dd035371dada9be50ad66e39941 modules/backend/deps/agent-native (heads/feature/quality-p2-i2)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-native/deps/agent-intent (heads/main)\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 819b0c5f82751972ab30647c9ce65e03dff4e4d0 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 37c5e6fbd65c69cc794ce476f3bed020aafd9eef 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 a253a40b8e5563119b00c4e71fb61fe0d11d6d6a modules/backend/deps/agent-system-core (v0.1.0-9-ga253a40)\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 a253a40b8e5563119b00c4e71fb61fe0d11d6d6a modules/core (v0.1.0-9-ga253a40)\n 238f90e92af6126d21cdb1baa720a69eecbd3b88 modules/documents (remotes/origin/feature/agent-quality-plan)\n 84b73ab32848e623d0a0ab7ade552784dca8cf3c modules/frontend (v0.1.0-2-g84b73ab)\n 76d6633736a7abb36ac1ecca42fe4e6f120d0558 modules/ui (v0.1.0-4-g76d6633)\n" + }, + "after_error": null, + "exit_code": 0, + "output": "ok \tagent-system-backend/eval/live\t18.223s\n", + "output_sha256": "2284c4175a70fe47066e30649932e331552328ade31ac8d7c7b9b231369158b7", + "receipt_sha256": "e3792f64aa65396e1cb2187501ee871aba4e9ac38b26886ae531801ed6bb2ef5" +} +``` + + +```json +{ + "schema": 1, + "source": "SELF", + "timestamp": "2026-10-09T15:49:35.310661+00:00", + "command": "cd modules/backend && AGENT_EVAL_BASE=http://127.0.0.1:18814 AGENT_EVAL_OUT=/tmp/after-p2i2.json go test ./eval/live/ -tags live -run TestLiveSuite -timeout 100m", + "command_sha256": "04cebc144372e3266be760c085a88ab8fe1f42267c12924bf154916665687254", + "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-agent-quality-phase02", + "common_dir": "/home/weichen/projects/Agent-System-Dev/.git", + "before": { + "head": "03283e6425aa86de5226eb8729065acfc4f74938", + "branch": "feature/agent-quality-phase02", + "target_branch": "main", + "target_head": "bc74b9a0c5ac4f137b00aa53af37ec67e4aeb1cb", + "status": " M .task/feature-agent-quality-phase02.md\n", + "tracked_diff_sha256": "e36c9d5ad26a598ac24df28d545119e4284279baa5dfe3bbc59fe16b0820bf8d", + "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 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-intent/deps/development-guidelines (26b562d)\n 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4675a25c1813143e7355e9909522cd6a99e76d23 modules/backend (v0.1.0-111-g4675a25)\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 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-intent (heads/main)\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 3b92cb63b41b5dd035371dada9be50ad66e39941 modules/backend/deps/agent-native (heads/feature/quality-p2-i2)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-native/deps/agent-intent (heads/main)\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 819b0c5f82751972ab30647c9ce65e03dff4e4d0 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 37c5e6fbd65c69cc794ce476f3bed020aafd9eef 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 a253a40b8e5563119b00c4e71fb61fe0d11d6d6a modules/backend/deps/agent-system-core (v0.1.0-9-ga253a40)\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 a253a40b8e5563119b00c4e71fb61fe0d11d6d6a modules/core (v0.1.0-9-ga253a40)\n 238f90e92af6126d21cdb1baa720a69eecbd3b88 modules/documents (remotes/origin/feature/agent-quality-plan)\n 84b73ab32848e623d0a0ab7ade552784dca8cf3c modules/frontend (v0.1.0-2-g84b73ab)\n 76d6633736a7abb36ac1ecca42fe4e6f120d0558 modules/ui (v0.1.0-4-g76d6633)\n" + }, + "after_error": null, + "exit_code": 0, + "output": "ok \tagent-system-backend/eval/live\t(cached)\n", + "output_sha256": "e8ff7eb540d8f8dad2d99560b08832fde0939dce3612ab05370081da5c09ab6a", + "receipt_sha256": "023c30dbc8b2de3ec9bb5ad466f08136cc918df847fc6fc34699b46517f7e26a" +} +``` + + +```json +{ + "schema": 1, + "source": "SELF", + "timestamp": "2026-10-09T15:57:47.865370+00:00", + "command": "cd modules/backend && AGENT_EVAL_BASE=http://127.0.0.1:18814 AGENT_EVAL_OUT=/tmp/after-p2i2.json go test ./eval/live/ -tags live -run TestLiveSuite -count=1 -timeout 100m", + "command_sha256": "091797c9bee7b3b54ed576a5fe141771f206cf9de85d5e665a5bd6b1901b2a63", + "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-agent-quality-phase02", + "common_dir": "/home/weichen/projects/Agent-System-Dev/.git", + "before": { + "head": "03283e6425aa86de5226eb8729065acfc4f74938", + "branch": "feature/agent-quality-phase02", + "target_branch": "main", + "target_head": "bc74b9a0c5ac4f137b00aa53af37ec67e4aeb1cb", + "status": " M .task/feature-agent-quality-phase02.md\n", + "tracked_diff_sha256": "67ad108d9826b82906a2ec8c338ddf4b883f28732fb9d8f36e3fff13f920f5e8", + "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 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-intent (heads/main)\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 3b92cb63b41b5dd035371dada9be50ad66e39941 deps/agent-native (heads/feature/quality-p2-i2)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-native/deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-native/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-native/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-native/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-native/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-native/deps/logging-system/deps/development-guidelines (26b562d)\n 819b0c5f82751972ab30647c9ce65e03dff4e4d0 deps/agent-squad (heads/main)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-squad/deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-squad/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-squad/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 37c5e6fbd65c69cc794ce476f3bed020aafd9eef deps/agent-squad/deps/agent-native (heads/main)\n 343b1e6d9a5b58e47bf7e594826221036ae8175c deps/agent-squad/deps/agent-native/deps/agent-intent (heads/main)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/agent-intent/deps/development-guidelines (26b562d)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 deps/agent-squad/deps/agent-native/deps/agent-intent/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/agent-intent/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 deps/agent-squad/deps/agent-native/deps/agent-intent/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 deps/agent-squad/deps/agent-native/deps/agent-intent/deps/logging-system/deps/development-guidelines (26b562d)\n 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 4675a25c1813143e7355e9909522cd6a99e76d23 modules/backend (v0.1.0-111-g4675a25)\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 343b1e6d9a5b58e47bf7e594826221036ae8175c modules/backend/deps/agent-intent 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**架构失控**——产品经理自己都找不到代码在哪，团队找不着SQL，技术债务严重\n\n### 具体行动要求\n\n| 事项 | 要求 |\n|------|------|\n| 暂停开发 | 下午立即停止写代码 |\n| 优先做需求 | 先用自己的系统把自己的用户需求文档写出来（市场可行性、风险可行性报告等第一版） |\n| 自举 | 先用智能体管好自己的项目，再去管别人的 |\n| 加智能助手 | 把智能助手加到测试群里，让全员参与测试 |\n| 代码审查 | 每周必须和陈威、秦明一起review代码 |\n\n### 核心观点\n\n\u003e \"你先建立好你的用户需求。然后形成那个设计输入，然后找我确认，先把这步做了。\"\n\n\u003e \"你们应该自举，把这个事情自举了，这自举这事做了吗？——还没做。自己都没给自己做，自己天天在开发些什么呢？\"\n\n这是一次方向性的纠偏会议，从\"先开发再补需求\"转向\"先想清楚做什么\"。", + "usage": { + "id": "run_9b1b246647c3", + "status": "completed", + "createdAt": "2026-10-09T16:09:19.279209145Z", + "endedAt": "2026-10-09T16:09:49.176415757Z", + "usage": { + "promptTokens": 21871, + "completionTokens": 775, + "totalTokens": 22646, + "durationMs": 29896, + "toolCalls": 0 + }, + "error": null + }, + "metrics": { + "toolCalls": 0, + "toolFailures": 0, + "fullRegens": 0, + "apiDiscovery": 0, + "readsOriginal": 0, + "planUpdates": 0, + "verifierChecks": 1 + }, + "checks": [ + { + "passed": true, + "reason": 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