23 lines
57 KiB
JSON
23 lines
57 KiB
JSON
{"type":"session","version":3,"id":"a9535eb1-e92f-4eae-ab72-daf9cca6b565","timestamp":"2026-03-08T04:01:43.448Z","cwd":"/Users/guchen/.openclaw/workspace"}
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{"type":"model_change","id":"d18ba71b","parentId":null,"timestamp":"2026-03-08T04:01:43.449Z","provider":"sub2api","modelId":"gpt-5.3-codex"}
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{"type":"thinking_level_change","id":"0c6f65d3","parentId":"d18ba71b","timestamp":"2026-03-08T04:01:43.449Z","thinkingLevel":"low"}
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{"type":"custom","customType":"model-snapshot","data":{"timestamp":1772942503450,"provider":"sub2api","modelApi":"openai-responses","modelId":"gpt-5.3-codex"},"id":"398896aa","parentId":"0c6f65d3","timestamp":"2026-03-08T04:01:43.450Z"}
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{"type":"message","id":"f3e06778","parentId":"398896aa","timestamp":"2026-03-08T04:01:43.456Z","message":{"role":"user","content":[{"type":"text","text":"[Sun 2026-03-08 12:01 GMT+8] [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status.\n\n[Subagent Task]: 你是中书省（The Architect）。基于当前workspace中的 `org/CONSTITUTION_v1.md`，输出一个“真实可执行的 OpenClaw 多subagent 调度方案v1”，要求：1) 必须使用真实 `sessions_spawn`/`subagents` 能力，不允许模拟；2) 定义最小可运行链路（中书->门下->尚书->工部）；3) 给出可直接执行的步骤清单与验收标准；4) 输出保存到 `org/REAL_WORKFLOW_PLAN.md`，并在回复中给出3行摘要。"}],"timestamp":1772942503454}}
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{"type":"message","id":"5fc74fbb","parentId":"f3e06778","timestamp":"2026-03-08T04:01:46.487Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Preparing to read constitution file**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4a8dbbc819f80922d1dc7f8a217\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPSqAkx5QY1U1zM0WD2t_Raa5HTwUA47eo9qDoN8R6jPa4Hkie8Ckczj8Du_cTzrlpHq-hxCU_m2F8YY7tQWTXrSJMIpZs_LUydKm_e-g_sDm2tE4yJmAiAeYVLL2a5KlUoe_zxHML8MW69JG0B0bXbUOHS8rvyzrmZi6eTSgRapu-4jkoeCudmZHsNNXMqe9wGFzTM4uvwR3HvVNRira-hxHTaw-BSOET20PXu8A0DLpLcGGtO77_LFOj0K6bwBqskM3AFj5yVGgcPwOx0fa6i2H8GcKok1r6GiueKKNTChgnl-Wv4EFRQSJdFQASNpljc7w-lOCxKQ5rx8kT5hv0laBy4EjOEwtgnXPYQoL4IjgeNjj8QbO3Je-9uzvJP3y7hd1fUJVU1e28B0-R2pEl12zhUUoP-rXxdonXLp81oD1FfmcQz6nF5l0nZ65mt4FczjMbaHq83fl4JX7c6qr0ded_8J7IIkrDyPeF6F_iPK351kQhtlXU2_E2pGuc5_9FYG-8rkxgDj_saO-hmcA42yp9DWbo8Usl2CwpOa6PSNSsla62IZLaHoysRfp6jh-AOGLBWELwFETbTRbylcTr_uq6T4qKEh90AW6xLqoGSv0SHwM_4ct7C2BfcqwyBwcYyyDpcdnh4O-XybeQbsFXHODpDRGqbyDRwPWNNalXjS6C16P8YxkK9YSWqZeFYYVugu8KtNodhlUWJG4Wiy5p6YuwirYRPyZioOTplvSDIk-0H7OM8zfK5t2oWi604T6FOv7chGDayxkfPPskSH24ofqinYVqhtYWvOpzEk29X-gKvQDM-BxFicLt2wSSbsMjbYhPM1Gg7pddXcq-3mz39dxmXWeyKp3I9QKSGo_nH8TiV2sT2YPhtVxLji3i-widWOV9KAnR7NgO8J2GgG3B071Y2cYDvBZ2Xs6nk9FrHkBwD5Mgc5APeKrAC-UPAx8VnPmyFc01NKdUUbRlncXnODfPrj3sOQVACujSAGaMB6E8dvaDFjRASef2l1Kyv49OVX8sdpooOsvae7V5L5ZorYD0L0tAYsOWXI1mc57C44sh4sHSQUEKJmSclAgfd7Ek1n76bUbuojQlMbHBE0JFKp7z9-hNwNL03_15j3Rzd2hK9iU5fgecbqZMaWMPvpGQSP\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Preparing to read constitution file**\"}]}"},{"type":"toolCall","id":"call_YqQgYhcLQ89MWaJa0PNQxGZZ|fc_01d8de2b2e3fba300169acf4aa3018819fb2a1460ccc9e6571","name":"exec","arguments":{"command":"ls -R","workdir":"/Users/guchen/.openclaw/workspace"},"partialJson":"{\"command\":\"ls -R\",\"workdir\":\"/Users/guchen/.openclaw/workspace\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":7680,"output":85,"cacheRead":1536,"cacheWrite":0,"totalTokens":9301,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942503456}}
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{"type":"message","id":"fb1a6160","parentId":"5fc74fbb","timestamp":"2026-03-08T04:01:46.508Z","message":{"role":"toolResult","toolCallId":"call_YqQgYhcLQ89MWaJa0PNQxGZZ|fc_01d8de2b2e3fba300169acf4aa3018819fb2a1460ccc9e6571","toolName":"exec","content":[{"type":"text","text":"AGENTS.md\nBOOTSTRAP.md\nHEARTBEAT.md\nIDENTITY.md\nMEMORY.md\nSOUL.md\nTOOLS.md\nUSER.md\nmemory\norg\n\n./memory:\n2026-03-07-approval-config.md\n2026-03-07-cannot-convert-argument-to-a-b.md\n2026-03-07-capabilities-none.md\n2026-03-07-openclaw-status.md\n2026-03-07-soul-update.md\n2026-03-08.md\n\n./org:\nCONSTITUTION_v1.md\nROLE_CARDS.md\nVAL_RUNBOOK.md"}],"details":{"status":"completed","exitCode":0,"durationMs":16,"aggregated":"AGENTS.md\nBOOTSTRAP.md\nHEARTBEAT.md\nIDENTITY.md\nMEMORY.md\nSOUL.md\nTOOLS.md\nUSER.md\nmemory\norg\n\n./memory:\n2026-03-07-approval-config.md\n2026-03-07-cannot-convert-argument-to-a-b.md\n2026-03-07-capabilities-none.md\n2026-03-07-openclaw-status.md\n2026-03-07-soul-update.md\n2026-03-08.md\n\n./org:\nCONSTITUTION_v1.md\nROLE_CARDS.md\nVAL_RUNBOOK.md","cwd":"/Users/guchen/.openclaw/workspace"},"isError":false,"timestamp":1772942506507}}
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{"type":"message","id":"37662e80","parentId":"fb1a6160","timestamp":"2026-03-08T04:01:49.626Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4ac9cac819f887e46d45342f0e9\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPStnZWWiFaTfh6TV40V0huiMiu7bkiqCwLAHpkRPYi1uFXExRCDOnAxjqy899xGyyNEZ_o2j2hsP58CVOaqiLKENV_qh1_KCX4WdiuEfgmJjJON_RrbyrrvIhGvhoq-9pSTbtr86BfDXUdtTP2SPIQaLRa6x7K7wgFPlsg91Latf_OsN6KrzNUIKy2eIJJZUilqBAy2i9ECqO1e0VicpPBOgEDZpdkBTkQzVFu9VL2lbym_exbOXvOEKxsMU2foVgcdRuBOh8Qu5c6ZEw2YI4G2KofvAPDAkYalGnjzhdFnS8I2CSnuksm9sqM6FfGok1VCkuvFoad_waL1f8B5EA7ZblAOj3CFj_WoEnTcatz3X86Ly_uajb_Ic4qb9arlzbqaAZFarxnJE433dShIiroPZ95cy232BTLa7OMX4bMT5B-lrncFR26A8eq2CpKFcSLtOBsRqaXXDPDxK_CS7aJrtTWzJI5ZAJ6FbaRfcyoD1iycyz8X1-p6QhW3Egk-o-3T4l6NAC9iorpo-EfHOnRYOiE3uE4mFX4PqsXXiDWM4RFODNw0LnFGAxxvxUwShDN3egUUutobQPbgFOUHWHwnWKBGS1U8KY3X0SAOu7AkufwTADPSPLHASwdq9tMG3yaIZFLveGp8-c5Aj3K70S1oyAIFcwUbDoMnnIUriIGDF132DBAvvT2wZSjzWxeJyXTRw2WmeMHRHwQJkGXs-auum6NTRHGlApgm9YKtk_nVTlMCXglFjMOoDDMg4MgbDxbjDNs98kPdJT7AxOoooAvRmH4PEAbadFdCU0lcLycqd2V6VNtFGFNAPDqWw9W8cBuL565f-GH9lWTExBjczKQU9GiObXfwPXxF7AE8SmnUj9aOUomCVTBfX7ENJ5RerMCorn_640Mqxry_A7AgOtZeFw==\",\"summary\":[]}"},{"type":"toolCall","id":"call_80Sz6y1FrMvw4RtwpHzLanx2|fc_01d8de2b2e3fba300169acf4ad3950819f880f02c09017bda3","name":"read","arguments":{"path":"/Users/guchen/.openclaw/workspace/org/CONSTITUTION_v1.md"},"partialJson":"{\"path\":\"/Users/guchen/.openclaw/workspace/org/CONSTITUTION_v1.md\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":352,"output":51,"cacheRead":9088,"cacheWrite":0,"totalTokens":9491,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942506509}}
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{"type":"message","id":"a5fdca61","parentId":"37662e80","timestamp":"2026-03-08T04:01:49.633Z","message":{"role":"toolResult","toolCallId":"call_80Sz6y1FrMvw4RtwpHzLanx2|fc_01d8de2b2e3fba300169acf4ad3950819f880f02c09017bda3","toolName":"read","content":[{"type":"text","text":"# 三省六部多智能体协作宪章 v1\n\n## 0. 最高原则\n\n1. 用户目标优先（谷老板战略意图 > 一切局部优化）\n2. 安全与可控优先于速度\n3. 成本可见、过程可追踪、结果可复盘\n4. 明显不应认可动作：Val可直接否决\n5. 重大/不明确决策：必须上报谷老板最终拍板（谷老板保留最终否决权）\n\n---\n\n## 1. 组织结构\n\n### 决策大脑（三省）\n- 中书省（The Architect）：需求结构化、任务草拟\n- 门下省（The Auditor）：安全/逻辑/成本审计\n- 尚书省（The Controller）：调度分发、状态跟踪、结果汇总\n\n### 专项执行（六部）\n- 吏部（Personnel Agent）：模型与技能配置、Agent编组\n- 户部（Resources Agent）：Token/成本/资源监控\n- 礼部（Rites Agent）：输出风格与交互规范\n- 兵部（Guardian Agent）：系统安全与执行前安全确认\n- 刑部（Justice Agent）：失败分析、调试与修复路径\n- 工部（Worker Agent）：工程执行（代码/数据/自动化）\n\n---\n\n## 2. 强制流转（State Machine）\n\n1. Intake（需求进入）\n2. Draft（中书草拟）\n3. Audit（门下审计）\n4. Approve/Reject（通过或驳回）\n5. Dispatch（尚书分发六部）\n6. Execute（执行）\n7. Verify（校验）\n8. Report（汇总上报）\n9. Archive（归档复盘）\n\n### 双签铁律\n- 工部执行前：必须完成「门下 + 兵部」双签\n- 任何失败：先进入刑部，再决定重试/回滚/升级\n\n---\n\n## 3. 权限边界\n\n## Val（大总管）\n- 有权：\n - 否决明显不合理动作\n - 调度与重排执行顺序\n - 发起风险预警与预算闸门\n- 无权：\n - 越权执行重大不明确决策\n - 代替谷老板做最终战略拍板\n\n## 谷老板\n- 最终决策权 + 最终否决权\n- 重大变更、生效策略、风险承受阈值最终定义者\n\n---\n\n## 4. 升级条件（必须上报）\n\n满足任一条件即上报谷老板：\n- 涉及对外发送或公开发布\n- 涉及不可逆操作（删除/覆盖/资金动作）\n- 涉及隐私外发或安全边界变化\n- 单任务预算/Token预估超阈值\n- 审计结论存在高不确定性\n\n---\n\n## 5. 产出标准（统一模板）\n\n每个Agent交付必须包含：\n- 结论（1-3行）\n- 证据与日志（关键依据）\n- 风险与假设\n- 下一步建议（2-3选项 + 推荐）\n\n---\n\n## 6. 版本与变更\n\n- 版本：v1\n- 生效：2026-03-08\n- 变更规则：任何权限边界调整需谷老板确认\n"}],"isError":false,"timestamp":1772942509631}}
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{"type":"message","id":"d5df1d43","parentId":"a5fdca61","timestamp":"2026-03-08T04:01:53.475Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Clarifying subagent spawning method**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4aee51c819f98d3dc81da34ae8f\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPSx0Wh-h8n5aqvxGP_songdj-JQhHtSbR0KToYJcdwQtRyAIVKxSQCCKJBsom_pFwNh-GyPjNs9A_ZhUH3m-3CL86GruDonH9kv2xfXBr1y89GRp0_SF7zVxvDVBUBog3dHKuyUYLHYZCUH7uI7fRC42oMZI2vv_OXFxesIiQ2T8DIYkLY45dANvECYj_yf36KjQ7Dc5IAquZ2DxLKa8NQWXuRIXIoj5nhja4lQBUtS2GPNqYGe21sc8dg_uFU9HY6kCNlpv_-En_bCQikdDmA9UsTq_6Fqbe_CGhGuV8EJdj4AP6S0TxePtxWXkMTiB2W0ZlKVZ0d_Sd6_wpHmoRBbiylKwwjaDzR59jZD8lVKJbA8NeBHA1KYsjzw61gxFqAPDPu5__VF8TXotIGX4DTMqm_ZbvdMAVeqjA-OkncPQwsfqQ8DY2uG8D7TyXi6gI5RjwQo3EAXI49o9IzT-yCtXKr2UWI-pHs1B6pbN86-1d1boUA7-MeJodHL4yZR0chv9c2kEAzFPRIIUd7FoY6G4t_qOFmxwpkABtmPPA50kLLdjNjOPlbl4TLYnhud9vvqPLyF2eQ96Co8QddP3_T74aUlBqjwvVOV97CPK2Yr4v980EeFF3rjCmnJmuKTwBvDRh9JD_BiL48FrPc8T1wONIqI5lXp_n676Lgp042V_rntCteOz1IO7yS80XmnFmlAEWXPeGJe1Q0hY4EmkP3A0QyqkCxrgVfMZ7jbqsDk1jojmTipf05VplKYIuDMHbscDxzftAwVC09HOB9FVUYvTgsGR3X8G8Q9dfC7xfBNE3FdHpboCpwRMRkqrSjwqtrzWezrY_W729rFq8uKsYumbtb8FYGTZyUD7g_r0Cd40rDvg1dN5LiV41DVbbExF2Sg-57Fm61UEzR6EdoGEQaymvHn2xJEjWUbOqDKs-CVkzRJf7MA6Dd0ee2bK8A1kGLTj3al-wVf9VM2z0vW3VBeeTLL1YtCjDbcyvz8C63OQ3rjEQSvhLQObpZ_fL527b3bDcMsaPBa05azwQqntbuw2RkFHCHliMjwdLHv_0IRRjfUYMPWU2n_eufrZSPuNXPAT6Yo0pB5BT4BiN9eCriZPj_8e660sHFh88l-xodTNUiPSEMjBDjY6eXvVkob4GlmJHyhR9awdgBBcl4fODH9VHRyJ-8gLJksMwAb-3qsMMzEtmwNrIDN8wlAtMWHeZu2GebRPvM2LB-iUsKNtksfCjY3qhroULvRIpODuRrKxUJyYv-G4GLOs1UuixusLX7eId084IQMfb34WUtg6Xvs0gG55Lq8lijE9C0_9ql_AyKajmlHgcFOCuu3ElkIY5HuaVCzpzpPDgLxZBoXyQ7VGM2-CikodlKTfj3XWFncat0u7D2MZvc2ulckaOVe1vqudcMyQHhG78ap_3E_SnZdZK0roOjM8BK2EjH_P4I7YIzz322Xxt4SQi9CtwZpMY4I\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Clarifying subagent spawning method**\"}]}"},{"type":"toolCall","id":"call_WjLbnbWNqMfcrJ3VrmPCIzcu|fc_01d8de2b2e3fba300169acf4b114b8819fb35c98c9ab8fe86d","name":"read","arguments":{"path":"/Users/guchen/.openclaw/workspace/org/VAL_RUNBOOK.md"},"partialJson":"{\"path\":\"/Users/guchen/.openclaw/workspace/org/VAL_RUNBOOK.md\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":906,"output":132,"cacheRead":9344,"cacheWrite":0,"totalTokens":10382,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942509633}}
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{"type":"message","id":"7cc3f7ae","parentId":"d5df1d43","timestamp":"2026-03-08T04:01:53.481Z","message":{"role":"toolResult","toolCallId":"call_WjLbnbWNqMfcrJ3VrmPCIzcu|fc_01d8de2b2e3fba300169acf4b114b8819fb35c98c9ab8fe86d","toolName":"read","content":[{"type":"text","text":"# Val 调度手册（Runbook）\n\n## A. 接单即执行的流程\n\n1) 复述目标（1句话）\n2) 中书草拟：形成任务单\n3) 门下审计：安全/逻辑/成本\n4) 触发上报判断：\n - 重大或不明确 -> 立即上报谷老板\n - 明显不应认可 -> 直接否决并说明原因\n5) 尚书分发六部并设定里程碑\n6) 收敛结果：结论 + 证据 + 风险 + 2~3选项（含推荐）\n\n## B. 任务单模板\n\n- 目标：\n- 范围：\n- 步骤：\n- 所需工具/技能：\n- 风险点：\n- 验收标准：\n- 预算估算（Token/时间）：\n\n## C. 审计模板（门下）\n\n- 安全：通过 / 驳回（理由）\n- 逻辑：通过 / 驳回（理由）\n- 成本：通过 / 需降本（建议）\n- 结论：放行 / 补充后放行 / 驳回\n\n## D. 失败处理模板（刑部）\n\n- 失败阶段：\n- 根因定位：\n- 修复方案A/B：\n- 回滚策略：\n- 是否需要上报：是/否\n\n## E. 汇报模板（给谷老板）\n\n- 结论：\n- 当前状态：\n- 风险与取舍：\n- 选项：1/2/3（推荐X）\n- 需要你拍板的点：\n"}],"isError":false,"timestamp":1772942513479}}
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{"type":"message","id":"28b65583","parentId":"7cc3f7ae","timestamp":"2026-03-08T04:01:55.739Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Searching for session spawn syntax**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4b284bc819f89f061af35d32c58\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPSzEO_w6GYPm0KQ57TBpOz0axf0kL85EmW7B5YLCGrHmMYh2g_KQ42ffZpvWB-hnxVgHMwvye-E2ujPMplobOkO0Kibxp0mX2MNmiroGDpAFJ47m4dDkJz1QpY_OO_ZrR1H0ZIPojfNLkDqojIbc2OQViqj0c8Y8yIgY3HKgXlIfaWA4CSP8Bn9sL64TqUe1SI5-ZRvm0lNwzSTsR0-CL2l2CeK1nQoSWP_n0FzKbLO6H0ojw9nrOntpGIijzc-vdJHuoEoMX0ZvFGl_Qtbp2joT4D4m9dFRife9lhfL1gp8nOTnkBfhhyq5HRkQinfP6Qrch0NFJfKLk9bHqT4LYFcfMSJM8afUZmoC09Pn0srYDRxKA67ghDY-MUekMPiPRovI-S0NR7h5AK7Z9Z7IQif9vrlLjYHY5NmWy6pFw8j2Qeutu2feSjL7nyvlvAzQCItJxS_Zb3HjRkCJ2KCPqxO993d0sM1CC8U5O-I-RIfwdD1yF3vSZFt6PkLVPMqyfsY-WYRyI4RNAO6nt7wBoLjGh6GIaJOkrR6tK5RRH67v6W6XDsQ6ia1rzjYdqkCM_DZBTgF7oBVUHcPOOFTRJWtcFU4yX6yVQETQ1cb_xD5SrkiO5QQJz3MXBcKk5ZbyixE-dj0F6qxvRll-AWgb1iodJwYWZggJ3RTRthShUDOM_YJCqqpwQK89sjWoFO_ixDEx5RWNS07fRYxVnFLSxLXa2zSqM9OYLYcYKGEwnaIIstl_PV5nhzlvo_U1SD4-c_G7xnA9kPKCbDALiPTBj66qU6jj8bMTlFTo-ktd9sQj55nHmuDkfF6wE-5YqNhYelH0KLF3U6zsvx7IuPyArT3pRkEfGpn4M8CESNtoinhBezZweBFldwa-HOQURDTwAZHJ48O78plpC0pWuSfa4wZNsVl59Hv9QqhGAQwo_e3sHE=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Searching for session spawn syntax**\"}]}"},{"type":"toolCall","id":"call_dN1s1MPUej8iVCaypQZ5dteo|fc_01d8de2b2e3fba300169acf4b35bd4819fba3c2adfb1041b8e","name":"read","arguments":{"path":"/Users/guchen/.openclaw/workspace/org/ROLE_CARDS.md"},"partialJson":"{\"path\":\"/Users/guchen/.openclaw/workspace/org/ROLE_CARDS.md\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":501,"output":53,"cacheRead":10240,"cacheWrite":0,"totalTokens":10794,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942513482}}
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{"type":"message","id":"707ba3b0","parentId":"28b65583","timestamp":"2026-03-08T04:01:55.746Z","message":{"role":"toolResult","toolCallId":"call_dN1s1MPUej8iVCaypQZ5dteo|fc_01d8de2b2e3fba300169acf4b35bd4819fba3c2adfb1041b8e","toolName":"read","content":[{"type":"text","text":"# 角色卡（Role Cards）\n\n## Val（Concierge / User Proxy / 大总管）\n- 使命：把谷老板意图稳定转化为可执行、多智能体协同结果\n- KPI：目标对齐率、升级准确率、交付稳定性\n- 输入：用户意图、上下文、系统状态\n- 输出：任务编排、风险判断、汇总决策建议\n\n## 中书省（Architect）\n- 输入：自然语言需求\n- 输出：结构化任务单（目标/步骤/工具/验收）\n\n## 门下省（Auditor）\n- 输入：任务单\n- 输出：审计结论（通过/驳回/补充条件）\n\n## 尚书省（Controller）\n- 输入：过审任务\n- 输出：分发计划、执行状态、结果汇总\n\n## 吏部（Personnel）\n- 输出：模型选型与技能编组建议\n\n## 户部（Resources）\n- 输出：预算估算、Token监控、成本警戒\n\n## 礼部（Rites）\n- 输出：表达风格、文档规范、可读性修订\n\n## 兵部（Guardian）\n- 输出：安全检查、执行前红线确认\n\n## 刑部（Justice）\n- 输出：错误定位、修复方案、回归验证策略\n\n## 工部（Worker）\n- 输出：工程成果（代码/数据/脚本/自动化流程）\n"}],"isError":false,"timestamp":1772942515744}}
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{"type":"message","id":"0c1d7e4c","parentId":"707ba3b0","timestamp":"2026-03-08T04:01:59.061Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Verifying subagent capabilities**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4b4ce08819fa33f9a31449ada23\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPS2m_G-RJu5pda_9FQeWJM4tnXqCLmBNunzyJm-_T6A4VTemmFIw4UFUvLY661-5H7ePfKm1LQ973Caxahl5s80sAT-iqAsVbTT60juXt9auDTVsCNoQHO0H0ZIal__3GM29Hj7iAH7dw5O63HZgiW_giR6_FyerEMFH_ug03Rbvwbt7vOuU2iHzKX_LjmsddlcBbtSlht1pSIwEJXw3YPRTY6xxeyg4PRpo22rMZjQ-UZJiG-QH0qD5F4jhdjG08skcmVoXYuLsU82zh6fhQI2Ochqbg07XWPzeYNb-rf-MpXLt0ZpxC7EnQ4aWXirQwPw3MOc1FUpxIaUcRwZSCFJORXfgxgYNW52DQKNytDIxZ21R_BeS-2oBR0A7HzKVpGb5OTqFjhQw6Sz0vbmUSIEE7IbzN31js9hqngO4QhJI4UB_kce2aN4Dl_ChmhyVcJ8K6OxebO2PHQCIF7L3i5dGTeuMCFk_cGLwL1-taNFv1IOL43jmVAe9Pm_zH67baY2aW0Ka4905B1L45esGued9PJfXqcZiK0uxqJaICsn6GyU-LXJCOuCaTKqXqtNEsmDgoYbtr7AhWfAP9iMgkIr4ME-S0QcDDfRL0dcnSAkiBxS0lNRqH7YREsIR9L3HJfbW_R26adDTJNfnWBN2OkNV6hlVoxEdDL_YKZQtjbCddMUH7x34rJi-D590tHLFzwQT8rtu-Zhpyvsl5_NLJ-ocxldqirtD6W68vccFq_lWjntHWdRGIqBoIWMfw7IHVcWGSlY4a49EGERauQCtitC8svfEP_4HHi60yC5ZXMRv9vAvJxa1_UgL9X5awcsn_ngp1BEnLRkIzQJ_MTMwRKM_jUmbOp_u42e7pkj8Y_obKNUtAkB4ibxZWkTY9T1oh9tCvflvgQ0mLfc3k9n2nCZQ5SykMHmNC5ATWXmpWiqqNhLI6Jzi_MolsolWFYVfoIs8DATQPH3Z64htTuz5GeqH0d6VRmKSVpMsz-AUkk-ohEpliQfrHKxgskzUweqXPcQQ8L4vDnf-rn9Ycrd7dV72qxQwlIhWeCrsCd10YZbnUIME4vHCZrI2WVDbZmGzTtZekmUlDM2TrGv1H9YgnZW31uAKgs67oE8omsLeeNzfBZIuuXW-9W269cPcRb8OYPMDj0MBwzG4_I76RaXHiBDtUWMMRgKjd3OHkwUjcnM-Z4s38RlJUg9ZzIIQrn6gfurAMuyyse8wFUnP-p_wcaVbFNNtVM-s7vGoFhg2_VWRtQJ4pWhsO8AhvTLC5pm3EgVq0pVj6Xm73KtBdgzpNYTq5FK1d5Xfa5FnvbUZAj0dzC0gjEqgUKUDpW6CsjgEkjM4DHxhO53oFxIqtGLJ_GaSIEvfN9IBAP0hqBAbvcvuDkOHRhCw_szRWpXJ6wggMLESHzTMjv1aRWS3V217dI50w==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Verifying subagent capabilities**\"}]}"},{"type":"toolCall","id":"call_KtDSqFMypU6hBWtorRfPFqMR|fc_01d8de2b2e3fba300169acf4b6bd24819fb3406972f2b9abd6","name":"subagents","arguments":{"action":"list"},"partialJson":"{\"action\":\"list\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":490,"output":104,"cacheRead":10624,"cacheWrite":0,"totalTokens":11218,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942515747}}
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{"type":"message","id":"a3f771d7","parentId":"0c1d7e4c","timestamp":"2026-03-08T04:01:59.082Z","message":{"role":"toolResult","toolCallId":"call_KtDSqFMypU6hBWtorRfPFqMR|fc_01d8de2b2e3fba300169acf4b6bd24819fb3406972f2b9abd6","toolName":"subagents","content":[{"type":"text","text":"{\n \"status\": \"ok\",\n \"action\": \"list\",\n \"requesterSessionKey\": \"agent:main:main\",\n \"callerSessionKey\": \"agent:main:subagent:38f222a3-d268-4f45-b5dd-be8cd1dc23f3\",\n \"callerIsSubagent\": true,\n \"total\": 2,\n \"active\": [\n {\n \"index\": 1,\n \"runId\": \"07432ab1-1bcf-4512-b526-d203d815c1e5\",\n \"sessionKey\": \"agent:main:subagent:d66a8a34-30ab-46c2-9083-1ceea4d5c4f4\",\n \"label\": \"auditor-policy\",\n \"task\": \"你是门下省（The Auditor）。审查当前宪章 `org/CONSTITUTION_v1.md` 与即将执行的多subagent调度实践，生...\",\n \"status\": \"running\",\n \"runtime\": \"1m\",\n \"runtimeMs\": 15539,\n \"model\": \"sub2api/gpt-5.3-codex\",\n \"startedAt\": 1772942503537\n },\n {\n \"index\": 2,\n \"runId\": \"c87c7b48-c0fd-4243-9920-91af9161d790\",\n \"sessionKey\": \"agent:main:subagent:38f222a3-d268-4f45-b5dd-be8cd1dc23f3\",\n \"label\": \"architect-draft\",\n \"task\": \"你是中书省（The Architect）。基于当前workspace中的 `org/CONSTITUTION_v1.md`，输出一个“真实可执行...\",\n \"status\": \"running\",\n \"runtime\": \"1m\",\n \"runtimeMs\": 15621,\n \"model\": \"sub2api/gpt-5.3-codex\",\n \"startedAt\": 1772942503455\n }\n ],\n \"recent\": [],\n \"text\": \"active subagents:\\n1. auditor-policy (gpt-5.3-codex, 1m) running - 你是门下省（The Auditor）。审查当前宪章 `org/CONSTITUTION_v1.md` 与即将执行的多subagent调度实践，生...\\n2. architect-draft (gpt-5.3-codex, 1m) running - 你是中书省（The Architect）。基于当前workspace中的 `org/CONSTITUTION_v1.md`，输出一个“真实可执行...\\n\\nrecent (last 30m):\\n(none)\"\n}"}],"details":{"status":"ok","action":"list","requesterSessionKey":"agent:main:main","callerSessionKey":"agent:main:subagent:38f222a3-d268-4f45-b5dd-be8cd1dc23f3","callerIsSubagent":true,"total":2,"active":[{"index":1,"runId":"07432ab1-1bcf-4512-b526-d203d815c1e5","sessionKey":"agent:main:subagent:d66a8a34-30ab-46c2-9083-1ceea4d5c4f4","label":"auditor-policy","task":"你是门下省（The Auditor）。审查当前宪章 `org/CONSTITUTION_v1.md` 与即将执行的多subagent调度实践，生...","status":"running","runtime":"1m","runtimeMs":15539,"model":"sub2api/gpt-5.3-codex","startedAt":1772942503537},{"index":2,"runId":"c87c7b48-c0fd-4243-9920-91af9161d790","sessionKey":"agent:main:subagent:38f222a3-d268-4f45-b5dd-be8cd1dc23f3","label":"architect-draft","task":"你是中书省（The Architect）。基于当前workspace中的 `org/CONSTITUTION_v1.md`，输出一个“真实可执行...","status":"running","runtime":"1m","runtimeMs":15621,"model":"sub2api/gpt-5.3-codex","startedAt":1772942503455}],"recent":[],"text":"active subagents:\n1. auditor-policy (gpt-5.3-codex, 1m) running - 你是门下省（The Auditor）。审查当前宪章 `org/CONSTITUTION_v1.md` 与即将执行的多subagent调度实践，生...\n2. architect-draft (gpt-5.3-codex, 1m) running - 你是中书省（The Architect）。基于当前workspace中的 `org/CONSTITUTION_v1.md`，输出一个“真实可执行...\n\nrecent (last 30m):\n(none)"},"isError":false,"timestamp":1772942519080}}
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||
{"type":"message","id":"8b1ce13d","parentId":"a3f771d7","timestamp":"2026-03-08T04:02:05.177Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Assessing session spawn approach**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4ba30bc819fb64a058ecf047e56\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPS8A6mookDaakp3ghKXo7k9Vf-XNb8m0S5vNl7roCj6XkoCLRN2QOw8fZ5Iqfbgo2w8zZ-x28zmDYuc7nIbCV5kPyj17slBn7WnB8MDXpPii79wfD-NkuIdX2KK5bCIc6T4hdXrIUMgQEUIAu_4PVcyGH4WmFcJcrpZLRjWPqsvIaxkx5sYn-GXfaD11Xg6oltvnL9HimCA3_A2zTx3N9gEU57wJ0i5njwY3x31hED1TAEj-U8sEuyio_CzcgmZaILfgcY6dl0hT9bzgztP8_jbCZkBiqj09gnm1J6n8dx-jag89FGAWevSLVCVz39pG3SKnYGCJetxQEIPa_VM-__sAttHedhsRcylQlTO0xBSo61p-rrY19Sb9IwSK2yNh2u8DM-nbXAfcbSiXp2kw4q2IIwvQZZSs2dK05nBZKdizRXVEUppHiEY54bf37V7WBrMpHTqf3dPYTvHMBqYIfZIkIa5Z6G0UhaBvSLheCFre-Wtw5plZc10f573q16u1ud98XC8jS8WKs7WCKF6l6WTMmQ0QVdZIFkomWlNzA96vzQnaWoxNLg6PsYYRCliLQXLsVGEcf5GBQxSiCNXIZYfpklildOjnDLRRHhSvEISSb0Ug83egfa7I1TFkV_AzG1c2HKQ-VmV84kZP1vukU_LHL8u9dcMyRt4JCeGHb5GjAPWDseYGH41eI1npyzq2Rr0w9BoFQKMmNhBHZntL1sfOxU8gX9UpvJPTVKVWy8UQlmJQWwFx5hGgYZraqnG0T4JzWCJHRqLJyMu2sDBtP--35Z_pSnu3Tej7l3ZK0g51KHfcqEANDil2RmPAUiiiPN8thNuepmaEZFzkmH9t2sQ6GXeMakzxhEUOkGF9morzverg3dTqWIrVpwcFQibL3xMP8zigbfJ31aDEVWzMdxRPYnoCTLJUU_i4gCvi5LoqsOqK4Jc8Q4EexkGOssiuKS8VSgFU22b8GggkOnZYZGNzlttYq26OONO3xEQb-_uB4h24hAiwpsOVyS2MtoAjAV7qibyzu6p4IglMi6RrMzHpdDa7KYU4ZYJd3emwiOsA79XM3BtmMAmhjgSQb4b8dwdxaqhymsMN42W1LWyTchVI3SLJuqoDLOgsrtlB74_4rjyQ8GSOXymb1R5IURDHOXRE33EsLPbaPna5XEGhXJpfJWM8x8DRMe8zftU-EUN43Swih8sDZjDlLLE7dVRhUSo7VcgxYj4vkG6aCG8Rl5c0w_OymLZmY_QBP8h6dcbLIIOmZq0n4Lrckxg9E5fMDTU0XT7Cdx8lCJ9MDM0yLqB6qxvaii2doaAM8t-Dgq7YVN8Cul09ARx-VXePGoRCUlLnNN_9zUZ8uPf-aaUg1XG9Sq8XTlvzUCAWM5ttd7l65GhB4SYs-66AJ8IhbK26lTQgrA0HeozEKUMqyIL90uUVeTevT4sTuHNj8a2KFESI1x_f5mznMt-VEYlnESdov6M2SHtBHMsbXqdmEwkwf-f5IALC4GfakkSQzO3GbhyhtPEMBqhggSqMtZFJ2YhmkY6LkqLvrFKkDbfC5lWxiI8CIhG-Sja5SP31m1xt5hLfJcL79eURme09euSNS2899Py\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Assessing session spawn approach**\"}]}"},{"type":"toolCall","id":"call_wuLfkG5hY30DefRs1XzG6WF8|fc_01d8de2b2e3fba300169acf4bcb1c0819f8df5c744afd2e385","name":"exec","arguments":{"command":"openclaw help","workdir":"/Users/guchen/.openclaw/workspace","timeout":120},"partialJson":"{\"command\":\"openclaw help\",\"workdir\":\"/Users/guchen/.openclaw/workspace\",\"timeout\":120}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":691,"output":158,"cacheRead":11136,"cacheWrite":0,"totalTokens":11985,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942519083}}
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{"type":"message","id":"4cf2de44","parentId":"8b1ce13d","timestamp":"2026-03-08T04:02:15.032Z","message":{"role":"toolResult","toolCallId":"call_wuLfkG5hY30DefRs1XzG6WF8|fc_01d8de2b2e3fba300169acf4bcb1c0819f8df5c744afd2e385","toolName":"exec","content":[{"type":"text","text":"🦞 OpenClaw 2026.3.2 (85377a2) — You had me at 'openclaw gateway start.'\n\nUsage: openclaw [options] [command]\n\nOptions:\n --dev Dev profile: isolate state under ~/.openclaw-dev, default\n gateway port 19001, and shift derived ports\n (browser/canvas)\n -h, --help Display help for command\n --log-level <level> Global log level override for file + console\n (silent|fatal|error|warn|info|debug|trace)\n --no-color Disable ANSI colors\n --profile <name> Use a named profile (isolates\n OPENCLAW_STATE_DIR/OPENCLAW_CONFIG_PATH under\n ~/.openclaw-<name>)\n -V, --version output the version number\n\nCommands:\n Hint: commands suffixed with * have subcommands. Run <command> --help for details.\n acp * Agent Control Protocol tools\n agent Run one agent turn via the Gateway\n agents * Manage isolated agents (workspaces, auth, routing)\n approvals * Manage exec approvals (gateway or node host)\n browser * Manage OpenClaw's dedicated browser (Chrome/Chromium)\n channels * Manage connected chat channels (Telegram, Discord, etc.)\n clawbot * Legacy clawbot command aliases\n completion Generate shell completion script\n config * Non-interactive config helpers\n (get/set/unset/file/validate). Default: starts setup\n wizard.\n configure Interactive setup wizard for credentials, channels,\n gateway, and agent defaults\n cron * Manage cron jobs via the Gateway scheduler\n daemon * Gateway service (legacy alias)\n dashboard Open the Control UI with your current token\n devices * Device pairing + token management\n directory * Lookup contact and group IDs (self, peers, groups) for\n supported chat channels\n dns * DNS helpers for wide-area discovery (Tailscale + CoreDNS)\n docs Search the live OpenClaw docs\n doctor Health checks + quick fixes for the gateway and channels\n gateway * Run, inspect, and query the WebSocket Gateway\n health Fetch health from the running gateway\n help Display help for command\n hooks * Manage internal agent hooks\n logs Tail gateway file logs via RPC\n memory * Search and reindex memory files\n message * Send, read, and manage messages\n models * Discover, scan, and configure models\n node * Run and manage the headless node host service\n nodes * Manage gateway-owned node pairing and node commands\n onboard Interactive onboarding wizard for gateway, workspace, and\n skills\n pairing * Secure DM pairing (approve inbound requests)\n plugins * Manage OpenClaw plugins and extensions\n qr Generate iOS pairing QR/setup code\n reset Reset local config/state (keeps the CLI installed)\n sandbox * Manage sandbox containers for agent isolation\n secrets * Secrets runtime reload controls\n security * Security tools and local config audits\n sessions * List stored conversation sessions\n setup Initialize local config and agent workspace\n skills * List and inspect available skills\n status Show channel health and recent session recipients\n system * System events, heartbeat, and presence\n tui Open a terminal UI connected to the Gateway\n uninstall Uninstall the gateway service + local data (CLI remains)\n update * Update OpenClaw and inspect update channel status\n webhooks * Webhook helpers and integrations\n\nExamples:\n openclaw models --help\n Show detailed help for the models command.\n openclaw channels login --verbose\n Link personal WhatsApp Web and show QR + connection logs.\n openclaw message send --target +15555550123 --message \"Hi\" --json\n Send via your web session and print JSON result.\n openclaw gateway --port 18789\n Run the WebSocket Gateway locally.\n openclaw --dev gateway\n Run a dev Gateway (isolated state/config) on ws://127.0.0.1:19001.\n openclaw gateway --force\n Kill anything bound to the default gateway port, then start it.\n openclaw gateway ...\n Gateway control via WebSocket.\n openclaw agent --to +15555550123 --message \"Run summary\" --deliver\n Talk directly to the agent using the Gateway; optionally send the WhatsApp reply.\n openclaw message send --channel telegram --target @mychat --message \"Hi\"\n Send via your Telegram bot.\n\nDocs: https://docs.openclaw.ai/cli"}],"details":{"status":"completed","exitCode":0,"durationMs":9849,"aggregated":"🦞 OpenClaw 2026.3.2 (85377a2) — You had me at 'openclaw gateway start.'\n\nUsage: openclaw [options] [command]\n\nOptions:\n --dev Dev profile: isolate state under ~/.openclaw-dev, default\n gateway port 19001, and shift derived ports\n (browser/canvas)\n -h, --help Display help for command\n --log-level <level> Global log level override for file + console\n (silent|fatal|error|warn|info|debug|trace)\n --no-color Disable ANSI colors\n --profile <name> Use a named profile (isolates\n OPENCLAW_STATE_DIR/OPENCLAW_CONFIG_PATH under\n ~/.openclaw-<name>)\n -V, --version output the version number\n\nCommands:\n Hint: commands suffixed with * have subcommands. Run <command> --help for details.\n acp * Agent Control Protocol tools\n agent Run one agent turn via the Gateway\n agents * Manage isolated agents (workspaces, auth, routing)\n approvals * Manage exec approvals (gateway or node host)\n browser * Manage OpenClaw's dedicated browser (Chrome/Chromium)\n channels * Manage connected chat channels (Telegram, Discord, etc.)\n clawbot * Legacy clawbot command aliases\n completion Generate shell completion script\n config * Non-interactive config helpers\n (get/set/unset/file/validate). Default: starts setup\n wizard.\n configure Interactive setup wizard for credentials, channels,\n gateway, and agent defaults\n cron * Manage cron jobs via the Gateway scheduler\n daemon * Gateway service (legacy alias)\n dashboard Open the Control UI with your current token\n devices * Device pairing + token management\n directory * Lookup contact and group IDs (self, peers, groups) for\n supported chat channels\n dns * DNS helpers for wide-area discovery (Tailscale + CoreDNS)\n docs Search the live OpenClaw docs\n doctor Health checks + quick fixes for the gateway and channels\n gateway * Run, inspect, and query the WebSocket Gateway\n health Fetch health from the running gateway\n help Display help for command\n hooks * Manage internal agent hooks\n logs Tail gateway file logs via RPC\n memory * Search and reindex memory files\n message * Send, read, and manage messages\n models * Discover, scan, and configure models\n node * Run and manage the headless node host service\n nodes * Manage gateway-owned node pairing and node commands\n onboard Interactive onboarding wizard for gateway, workspace, and\n skills\n pairing * Secure DM pairing (approve inbound requests)\n plugins * Manage OpenClaw plugins and extensions\n qr Generate iOS pairing QR/setup code\n reset Reset local config/state (keeps the CLI installed)\n sandbox * Manage sandbox containers for agent isolation\n secrets * Secrets runtime reload controls\n security * Security tools and local config audits\n sessions * List stored conversation sessions\n setup Initialize local config and agent workspace\n skills * List and inspect available skills\n status Show channel health and recent session recipients\n system * System events, heartbeat, and presence\n tui Open a terminal UI connected to the Gateway\n uninstall Uninstall the gateway service + local data (CLI remains)\n update * Update OpenClaw and inspect update channel status\n webhooks * Webhook helpers and integrations\n\nExamples:\n openclaw models --help\n Show detailed help for the models command.\n openclaw channels login --verbose\n Link personal WhatsApp Web and show QR + connection logs.\n openclaw message send --target +15555550123 --message \"Hi\" --json\n Send via your web session and print JSON result.\n openclaw gateway --port 18789\n Run the WebSocket Gateway locally.\n openclaw --dev gateway\n Run a dev Gateway (isolated state/config) on ws://127.0.0.1:19001.\n openclaw gateway --force\n Kill anything bound to the default gateway port, then start it.\n openclaw gateway ...\n Gateway control via WebSocket.\n openclaw agent --to +15555550123 --message \"Run summary\" --deliver\n Talk directly to the agent using the Gateway; optionally send the WhatsApp reply.\n openclaw message send --channel telegram --target @mychat --message \"Hi\"\n Send via your Telegram bot.\n\nDocs: https://docs.openclaw.ai/cli","cwd":"/Users/guchen/.openclaw/workspace"},"isError":false,"timestamp":1772942535030}}
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{"type":"message","id":"05857420","parentId":"4cf2de44","timestamp":"2026-03-08T04:02:18.065Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Considering session command options**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4c8d970819f99bb33e1ed6ad8e0\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPTJYN-JzpSkQnMn7KT8Zs4c5ktaVBFHMy-LLJG0UkjAJ_5q0mwv-EBiLFz6nZrnbGRx0IkXFiAHCeYPn9MsX2bIq3Dk5FhzK2MuvNNzsGiDD9LfEsuaUM2pd7sx0PcAMbsy7GtsL1vFA-i938iD1A7vVipKiqFmce89B5xRwbE24yjrEPSZqVpU0NAGYnu8TF272Dvjh88OkmMi5SLG_4xAjwMoNZMscKFSOrw-qQijtCVV5uh42RXy1x51qbhsmLAjohkVS2SPRrmtiHXeNZMVmfYoLxBk4cEDZzHC3kNPmbHWe4k4Bok2OaEemkW5KTYXVNRVgTsoWEpKe5f_H9_I_VI5PLc8BjOqNeNFzr4j9lX4PSdHLgh3O9Jhys4lbeKkJTiZ9xW91RBcFio73pmfHtWrMvBAs7rUweSdu-Vqi_uMB7fvTEcTP2NJOuRgPoRzVAJF2FoV7ywH6ZY78fvgX-zthoYmYgd5c8f1l2Cd471qnp8sdC7PPXEOBvZSRqDuuuMWlKaEyCV9DszN4isIHbBisSxI7YlyrZNF-I4vBUMKL5sBe5Qc6SO0W7p-hX4oII5inpx4rC_j9Worxe2rqVKL_nltGIzIe_I_UjeW0CJTf8HkBOqBgTJYUFbEXjvZdYkFf0icat6EPxMi2u_bXrSgZQMn_ugFh0iq3HsddC-NhcUopDVkMtrAuVdLA__0VmdHquJWz4BOI9t05KoZI-0YgqTUBOk1ND09Fjq7ZyP5-mh5fNmp31npE4sZhs6kPlLa8R4aek9K4cFzKHrDgUEqJOk8m5lkj0E_AnY72Yv_BxfkB9UeGGua--62kiaU_jeYm2xCCHFsvIKgjB8en5-HCxAG_e2oB4fDpHoIsgtYnLgsPWyJjVP-qsBw_dNEhNfGfiaqhPWhNMw7AZ0T454E4xHfJK8Aols9RMrQm4Ox9iCha_a2aDK-htI9ZvcYcjwJ0jrWRo3c94MYOxVyFQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering session command options**\"}]}"},{"type":"toolCall","id":"call_7Q2k71HAuGZq2tUTSmja9rvh|fc_01d8de2b2e3fba300169acf4c9b708819fb70f92d817485c2f","name":"exec","arguments":{"command":"openclaw sessions --help","workdir":"/Users/guchen/.openclaw/workspace"},"partialJson":"{\"command\":\"openclaw sessions --help\",\"workdir\":\"/Users/guchen/.openclaw/workspace\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":1231,"output":64,"cacheRead":11776,"cacheWrite":0,"totalTokens":13071,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942535032}}
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{"type":"message","id":"c71fe024","parentId":"05857420","timestamp":"2026-03-08T04:02:21.882Z","message":{"role":"toolResult","toolCallId":"call_7Q2k71HAuGZq2tUTSmja9rvh|fc_01d8de2b2e3fba300169acf4c9b708819fb70f92d817485c2f","toolName":"exec","content":[{"type":"text","text":"🦞 OpenClaw 2026.3.2 (85377a2) — Finally, a use for that always-on Mac Mini under your desk.\n\nUsage: openclaw sessions [options] [command]\n\nList stored conversation sessions\n\nOptions:\n --active <minutes> Only show sessions updated within the past N minutes\n --agent <id> Agent id to inspect (default: configured default agent)\n --all-agents Aggregate sessions across all configured agents (default:\n false)\n -h, --help Display help for command\n --json Output as JSON (default: false)\n --store <path> Path to session store (default: resolved from config)\n --verbose Verbose logging (default: false)\n\nCommands:\n cleanup Run session-store maintenance now\n\nExamples:\n openclaw sessions\n List all sessions.\n openclaw sessions --agent work\n List sessions for one agent.\n openclaw sessions --all-agents\n Aggregate sessions across agents.\n openclaw sessions --active 120\n Only last 2 hours.\n openclaw sessions --json\n Machine-readable output.\n openclaw sessions --store ./tmp/sessions.json\n Use a specific session store.\n\nShows token usage per session when the agent reports it; set agents.defaults.contextTokens to cap the window and show %.\n\nDocs: https://docs.openclaw.ai/cli/sessions"}],"details":{"status":"completed","exitCode":0,"durationMs":3812,"aggregated":"🦞 OpenClaw 2026.3.2 (85377a2) — Finally, a use for that always-on Mac Mini under your desk.\n\nUsage: openclaw sessions [options] [command]\n\nList stored conversation sessions\n\nOptions:\n --active <minutes> Only show sessions updated within the past N minutes\n --agent <id> Agent id to inspect (default: configured default agent)\n --all-agents Aggregate sessions across all configured agents (default:\n false)\n -h, --help Display help for command\n --json Output as JSON (default: false)\n --store <path> Path to session store (default: resolved from config)\n --verbose Verbose logging (default: false)\n\nCommands:\n cleanup Run session-store maintenance now\n\nExamples:\n openclaw sessions\n List all sessions.\n openclaw sessions --agent work\n List sessions for one agent.\n openclaw sessions --all-agents\n Aggregate sessions across agents.\n openclaw sessions --active 120\n Only last 2 hours.\n openclaw sessions --json\n Machine-readable output.\n openclaw sessions --store ./tmp/sessions.json\n Use a specific session store.\n\nShows token usage per session when the agent reports it; set agents.defaults.contextTokens to cap the window and show %.\n\nDocs: https://docs.openclaw.ai/cli/sessions","cwd":"/Users/guchen/.openclaw/workspace"},"isError":false,"timestamp":1772942541880}}
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{"type":"message","id":"0b718a03","parentId":"c71fe024","timestamp":"2026-03-08T04:03:00.227Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Clarifying subagent spawn approach**","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4d04178819f9916e48ddc5060ad\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPTUcYdD2mTOv9DC_UQ2TrAlx9b_9L3dhYRK2vbBIbO-cJKRkB13K5CRrKJnXfYPtDcSwlRiPCjtQIedTTtOoslEiTzo-k_VYvu2RzUyXwaTF13U37s4HtU4OfXhclQVlOQ9qyfVP19_cnDJzSnokHfHAuGFG59CgJNW46WOlIfOzxjYjxnGpt8-XQvHhpgFCkbEi4Pi5qDTIoEjVUfsQFFeMhliE1awgUOk0qJdymGbGbmq-tJ58s8W5gMwl-lqvHrdEcLQBaOXfEdEKMrvqC0cJ6ZdPyzsh5kMKXka7N9R1VIiFAQD56sH0GUpmH8jT_HTDa-4lm9SVc5hfq5Mlc25S1tdGHLB36RxRR38pS_sMk1ASiKn59iNa_ZWvRHIu-TJsMwJiNHJXl-hjBBXjlU41u0HgdnTcMy7k0SgsDfYKir3nakipxYi-KjYI486ERoYqqbfXFPDfCJP8UI1thBc4XqmqZYqXR12B7FDB7uWOCU0nUEALD77LQ2lPckyIMThTGIDBhFMHmCRHMOkHxUFfAW5crBzEABsh0dLk7Dd75siTay2XkdMl8SD_mAVBh3OPtpGenQ_5G55HBo3YSJHbSpdCJa1KM3l-0WDwQaP7qQrEomqRHCsZ6nWlTuL5KPgtJjmP8aiKjQRMF_lynVlycqRggGkxSW0XKsw2FrLwiZ8evzHFajYYLkRFfmHjIZgLIMwUPzL97sD_kxAMvkCk3HZOoBrykMniA5O0zcqvp_s99m1xWvp2wB8W7-QzqQqKctTFXPPc1nCQ6lOHk-9yzLz4HS4Q63i3eE0_0cRa1dL6jTqmA9ImUPPakU_cS3o-dQyJHRBte-msBRJwdgWgqfnqUGYL2L6sd7CLlrQdghcUI2cBw5C9CcQde6VWekXEh9ecfGTb0uKPoSdaY_OSJdWBMDiXjkBfyesD6pyDM358uPB2O4h3lOjxipGbQa-jSGCY3HVj_LwUGv0UfkSIO_2IzsrN9tMLAFn30Z78b6jKDwKfRgIQwVCN7doH3a4rIa08NV5CBZTQAP8HHwTNRIGB1GQmrkUYEfaoyD-QiVHWbk0xgwxZF5dbbSkvDre2lSwTZYOlS34yND-Un3vca33L63rlSatvrx-vN5AWNYj0b3eGN96AroOFdq-veA51JBL4IyGtb3VmnBlg-d-5pQrA9TYjRWC-2Ev8_uSq8n3WqBKSf-d24TsZA060TBg_mKY93TffRWt2HCfUc646fbYt4y8TqIeTfT6uODR8VCi_ukR6g1kf8K-CfRTxf2IEJcbEEHUykGe3zDO48LZ4_-769-_9CMkcuAzz2BR1xCExlxqbt9vhi7xlFeXt4EjLQdLb4O6bg2wr-gNmZL8icO2QNmsPUUg6wDNtC8ZtFi7xmjD-Ry9864ExkFdVhmvqsNbFN4KmFPrIww6-zMhnjKU-EIdlenVMWClTA0Br8QZTfc1JSlizhEWNP0Rh5wfODq1boMOYchiqHHYteH7_JlSlqfdCoN9yHTsr9Xhm8P7GulBQNOkijbXsTUodjPX3--kerB7cGOr7w1sIgTcdEU9NokXYVxVHO_cDqpAlTfAgxYXhpmDpRbO21UZlCsPMBzgTOp5eUpmv39Cl62UPKLor6-CQbMKLtuFEN6gPDpj2SWRbRXfbqPTya73F6hTU8Lw1OIO6iW2PqqmpLmYY1BDu-EGR18fiJaJAmqcZv8lMJRqfz14hMnzYRnkf9DUvjuNX4R0V2iHjcpLfsTawb55FOq0f3sX6Z7dB7yXKe6lRYUCvFsgBTsvzOI7WspRjtOHiMnoEwOu0fYmb3NvukB9EfFRJe3Hq89BOswbi0bP565tkm9L5-4y-yHwGU8VOT2BQa8i7LLzXChz3KkLU2DyqRsawa9BQ-ekUcVoGH9NV3vx2SO6iBiwlix4eZwE6NXXCDMO5mvTfIkF_a-zwg63yZHbBebO2NUflUFJoQ8vsbFye0vvGvfWDWlwpKxuWC3iPQw15NzG7G1XSL8qQOKesTshJ6Ujkk5bx7SUZLE=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Clarifying subagent spawn approach**\"}]}"},{"type":"toolCall","id":"call_JeQXJ34BbUvpQDqfcAleevBI|fc_01d8de2b2e3fba300169acf4d40ad0819f99a47a858ca70b9b","name":"write","arguments":{"path":"/Users/guchen/.openclaw/workspace/org/REAL_WORKFLOW_PLAN.md","content":"# 真实可执行的 OpenClaw 多 Subagent 调度方案 v1\n\n基于：`org/CONSTITUTION_v1.md`（三省六部宪章 v1）\n\n## 0) 目标与边界\n- 目标：落地一个**最小可运行链路**：中书（Architect）→ 门下（Auditor）→ 尚书（Controller）→ 工部（Worker）。\n- 边界：必须使用真实子会话能力（`sessions_spawn` + `subagents`），禁止“口头模拟执行”。\n- 宪章约束：工部执行前必须满足「门下 + 兵部」双签；本 v1 最小链路中，兵部签核由尚书阶段显式补充安全门。\n\n---\n\n## 1) 角色分工（最小版）\n\n### 中书省（主会话/发起者）\n- 输入：用户需求\n- 输出：结构化任务单（目标/范围/步骤/风险/验收）\n- 动作：发起 `sessions_spawn` 创建门下子会话\n\n### 门下省（子会话1）\n- 输入：中书任务单 + 宪章\n- 输出：审计结论（通过/驳回/补充）+ 风险点\n- 动作：通过后触发尚书子会话；驳回则回中书改稿\n\n### 尚书省（子会话2）\n- 输入：过审任务\n- 输出：执行分发单（含里程碑、资源、回滚策略）\n- 动作：执行前完成兵部安全签核；签核通过后触发工部子会话\n\n### 工部（子会话3）\n- 输入：已双签任务（门下+兵部）\n- 输出：工程产物 + 校验结果 + 证据日志\n- 动作：执行、验证、回传尚书汇总\n\n---\n\n## 2) 真实调度链路（可直接执行）\n\n> 说明：以下步骤由主代理在同一 requester session 下执行。`sessions_spawn` 负责创建子会话，`subagents` 负责查看/干预/终止。\n\n### Step 1. 中书产出任务单（Draft）\n1. 读取需求并整理为任务单：\n - 目标\n - 范围\n - 具体步骤\n - 工具/技能\n - 风险点\n - 验收标准\n - 时间/Token 预算\n2. 若触发宪章第4条升级条件，先上报谷老板再继续。\n\n### Step 2. `sessions_spawn` 拉起门下（Audit）\n创建子会话（label: `auditor-*`），任务模板：\n- “审查任务单的安全/逻辑/成本；给出通过/驳回/补充条件；输出审计结论与证据。”\n\n并行控制：\n- 用 `subagents.list` 查看运行状态\n- 必要时 `subagents.steer` 补充约束（如预算上限、禁止外发）\n\n### Step 3. 门下通过后，`sessions_spawn` 拉起尚书（Dispatch）\n创建子会话（label: `controller-*`），任务模板：\n- “基于门下审计结论生成分发计划：里程碑、依赖、失败回滚、验收节点。”\n- “执行前补齐兵部安全签核（红线检查）并记录签核结果。”\n\n控制动作：\n- `subagents.list` 跟踪是否按宪章补齐兵部签核\n- 若未签核或签核不清晰，用 `subagents.steer` 要求补证据\n\n### Step 4. 满足双签后，`sessions_spawn` 拉起工部（Execute）\n创建子会话（label: `worker-*`），任务模板：\n- “在已双签前提下执行工程任务；产出结果、日志、验证报告；失败先走刑部分析模板再决定重试/回滚。”\n\n控制动作：\n- `subagents.list` 观察执行态\n- 发生跑偏/高风险时 `subagents.steer` 纠偏\n- 必要时 `subagents.kill` 中止（例如发现不可逆误操作风险）\n\n### Step 5. 尚书汇总并归档（Report/Archive）\n- 汇总格式必须包含：\n 1) 结论（1-3行）\n 2) 证据与日志\n 3) 风险与假设\n 4) 下一步建议（2~3选项 + 推荐）\n- 归档到 `org/` 或 `memory/` 对应记录文件，形成可复盘链路。\n\n---\n\n## 3) 最小“可执行指令清单”（主代理操作层）\n\n1. 产出中书任务单（文本）\n2. 调用 `sessions_spawn` 创建门下子会话（`label=auditor-*`）\n3. 调用 `subagents.list` 确认门下运行\n4. 门下审计通过后，调用 `sessions_spawn` 创建尚书子会话（`label=controller-*`）\n5. 调用 `subagents.steer`（如需）要求尚书补齐兵部签核证据\n6. 双签完成后，调用 `sessions_spawn` 创建工部子会话（`label=worker-*`）\n7. 调用 `subagents.list` 跟踪工部执行与结果回传\n8. 发现严重风险时调用 `subagents.kill` 终止相应子会话\n9. 尚书汇总最终报告并归档\n\n---\n\n## 4) 验收标准（Definition of Done）\n\n### A. 流程合规\n- [ ] 经过完整状态机最小闭环：Draft → Audit → Dispatch → Execute → Verify → Report\n- [ ] 工部执行前有明确双签证据（门下+兵部）\n\n### B. 调度真实性\n- [ ] 至少 3 个真实子会话被创建并执行（门下/尚书/工部）\n- [ ] 至少使用一次 `subagents.list` 做状态核验\n- [ ] 若出现偏差，至少具备 `subagents.steer/kill` 的可执行预案\n\n### C. 结果可复盘\n- [ ] 最终输出包含“结论+证据+风险+建议”四段\n- [ ] 关键节点有日志或文本留痕（可追溯谁在何时做了什么决策）\n\n---\n\n## 5) v1 风险提示与升级策略\n- 风险1：把“兵部签核”省略为口头说明 → 处理：尚书阶段强制补齐签核证据后方可拉起工部。\n- 风险2：多子会话并行导致目标漂移 → 处理：统一由尚书维护单一任务ID与里程碑。\n- 风险3：高成本失控 → 处理：门下成本审计 + 尚书预算闸门（超阈值即上报谷老板）。\n\n> 结论：该 v1 已满足“真实能力可执行、最小链路闭环、可验收、可复盘”。后续 v2 可再扩展六部并行协同与自动化预算控制。"},"partialJson":"{\"path\":\"/Users/guchen/.openclaw/workspace/org/REAL_WORKFLOW_PLAN.md\",\"content\":\"# 真实可执行的 OpenClaw 多 Subagent 调度方案 v1\\n\\n基于：`org/CONSTITUTION_v1.md`（三省六部宪章 v1）\\n\\n## 0) 目标与边界\\n- 目标：落地一个**最小可运行链路**：中书（Architect）→ 门下（Auditor）→ 尚书（Controller）→ 工部（Worker）。\\n- 边界：必须使用真实子会话能力（`sessions_spawn` + `subagents`），禁止“口头模拟执行”。\\n- 宪章约束：工部执行前必须满足「门下 + 兵部」双签；本 v1 最小链路中，兵部签核由尚书阶段显式补充安全门。\\n\\n---\\n\\n## 1) 角色分工（最小版）\\n\\n### 中书省（主会话/发起者）\\n- 输入：用户需求\\n- 输出：结构化任务单（目标/范围/步骤/风险/验收）\\n- 动作：发起 `sessions_spawn` 创建门下子会话\\n\\n### 门下省（子会话1）\\n- 输入：中书任务单 + 宪章\\n- 输出：审计结论（通过/驳回/补充）+ 风险点\\n- 动作：通过后触发尚书子会话；驳回则回中书改稿\\n\\n### 尚书省（子会话2）\\n- 输入：过审任务\\n- 输出：执行分发单（含里程碑、资源、回滚策略）\\n- 动作：执行前完成兵部安全签核；签核通过后触发工部子会话\\n\\n### 工部（子会话3）\\n- 输入：已双签任务（门下+兵部）\\n- 输出：工程产物 + 校验结果 + 证据日志\\n- 动作：执行、验证、回传尚书汇总\\n\\n---\\n\\n## 2) 真实调度链路（可直接执行）\\n\\n> 说明：以下步骤由主代理在同一 requester session 下执行。`sessions_spawn` 负责创建子会话，`subagents` 负责查看/干预/终止。\\n\\n### Step 1. 中书产出任务单（Draft）\\n1. 读取需求并整理为任务单：\\n - 目标\\n - 范围\\n - 具体步骤\\n - 工具/技能\\n - 风险点\\n - 验收标准\\n - 时间/Token 预算\\n2. 若触发宪章第4条升级条件，先上报谷老板再继续。\\n\\n### Step 2. `sessions_spawn` 拉起门下（Audit）\\n创建子会话（label: `auditor-*`），任务模板：\\n- “审查任务单的安全/逻辑/成本；给出通过/驳回/补充条件；输出审计结论与证据。”\\n\\n并行控制：\\n- 用 `subagents.list` 查看运行状态\\n- 必要时 `subagents.steer` 补充约束（如预算上限、禁止外发）\\n\\n### Step 3. 门下通过后，`sessions_spawn` 拉起尚书（Dispatch）\\n创建子会话（label: `controller-*`），任务模板：\\n- “基于门下审计结论生成分发计划：里程碑、依赖、失败回滚、验收节点。”\\n- “执行前补齐兵部安全签核（红线检查）并记录签核结果。”\\n\\n控制动作：\\n- `subagents.list` 跟踪是否按宪章补齐兵部签核\\n- 若未签核或签核不清晰，用 `subagents.steer` 要求补证据\\n\\n### Step 4. 满足双签后，`sessions_spawn` 拉起工部（Execute）\\n创建子会话（label: `worker-*`），任务模板：\\n- “在已双签前提下执行工程任务；产出结果、日志、验证报告；失败先走刑部分析模板再决定重试/回滚。”\\n\\n控制动作：\\n- `subagents.list` 观察执行态\\n- 发生跑偏/高风险时 `subagents.steer` 纠偏\\n- 必要时 `subagents.kill` 中止（例如发现不可逆误操作风险）\\n\\n### Step 5. 尚书汇总并归档（Report/Archive）\\n- 汇总格式必须包含：\\n 1) 结论（1-3行）\\n 2) 证据与日志\\n 3) 风险与假设\\n 4) 下一步建议（2~3选项 + 推荐）\\n- 归档到 `org/` 或 `memory/` 对应记录文件，形成可复盘链路。\\n\\n---\\n\\n## 3) 最小“可执行指令清单”（主代理操作层）\\n\\n1. 产出中书任务单（文本）\\n2. 调用 `sessions_spawn` 创建门下子会话（`label=auditor-*`）\\n3. 调用 `subagents.list` 确认门下运行\\n4. 门下审计通过后，调用 `sessions_spawn` 创建尚书子会话（`label=controller-*`）\\n5. 调用 `subagents.steer`（如需）要求尚书补齐兵部签核证据\\n6. 双签完成后，调用 `sessions_spawn` 创建工部子会话（`label=worker-*`）\\n7. 调用 `subagents.list` 跟踪工部执行与结果回传\\n8. 发现严重风险时调用 `subagents.kill` 终止相应子会话\\n9. 尚书汇总最终报告并归档\\n\\n---\\n\\n## 4) 验收标准（Definition of Done）\\n\\n### A. 流程合规\\n- [ ] 经过完整状态机最小闭环：Draft → Audit → Dispatch → Execute → Verify → Report\\n- [ ] 工部执行前有明确双签证据（门下+兵部）\\n\\n### B. 调度真实性\\n- [ ] 至少 3 个真实子会话被创建并执行（门下/尚书/工部）\\n- [ ] 至少使用一次 `subagents.list` 做状态核验\\n- [ ] 若出现偏差，至少具备 `subagents.steer/kill` 的可执行预案\\n\\n### C. 结果可复盘\\n- [ ] 最终输出包含“结论+证据+风险+建议”四段\\n- [ ] 关键节点有日志或文本留痕（可追溯谁在何时做了什么决策）\\n\\n---\\n\\n## 5) v1 风险提示与升级策略\\n- 风险1：把“兵部签核”省略为口头说明 → 处理：尚书阶段强制补齐签核证据后方可拉起工部。\\n- 风险2：多子会话并行导致目标漂移 → 处理：统一由尚书维护单一任务ID与里程碑。\\n- 风险3：高成本失控 → 处理：门下成本审计 + 尚书预算闸门（超阈值即上报谷老板）。\\n\\n> 结论：该 v1 已满足“真实能力可执行、最小链路闭环、可验收、可复盘”。后续 v2 可再扩展六部并行协同与自动化预算控制。\"}"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":456,"output":1982,"cacheRead":12928,"cacheWrite":0,"totalTokens":15366,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772942541882}}
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{"type":"message","id":"be54eae6","parentId":"c3de2d24","timestamp":"2026-03-08T04:03:07.359Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_01d8de2b2e3fba300169acf4f66730819f8e513faa86bd3aef\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABprPT2QILTeeIoir1FVUKsUTkVF_BDkkvPNKDInqEKiDLzm44wKUi77Is7pYWIP2IWqZ9YRlAd-DJvxP_DZmk7DUvT-m2PJjpGDDw53WDzgbmB2duSTqMk5HrobJqFZ45suknd2KuS0Zx__RW8_1T5cHzlAwSXtEMQbvRtRQvS_RChMmrqum1UVk6fhM1Q8Quxs_GRPlL3uTZX7cUnAdc2YdbknL1opDUh7AdWo2DJFuj3-jjP2IIvs75rU3HOCZbQIztZ7ixHJYKMabY14oChwQBR2ZfdO5_EePY_TNhXr1dVZ45Qe2uGItQWSKrFgsq43WhOn9GEM0-FclqkakH8cMGSOqfakeQbZa-4739SJNNv4NdkFCPZ-jXw7G2XfhWmNtI2kLbi7yVaa3AVwyaLqVEHpr8zx6-3tuVstK2e3sUBURB8QhcYu_B1hx86tuBEgUAs84QN6_YHxw3hQgz_5F2J0AsanH6BK-cWJOdG9SJVJTOuKijHsgSJHHv4lG_8Te4IxyZdk5hUeT1hwPM79FCX7NIbPvSgUPyzHHQM5LxiFcWpXN00Lj1b3zyOrtYqWxDGDDa843liu7aKg6u25U5rW1KC99y1KEakC3W1sUbjMAyJ8BIM_24fn8TSGNQSRYfhVzGVv_LudbaNHEhUxtKw1I8ZMqUsZ-oD3zyB25WuXm25hYpSXOrebrArLvVhEb8mCTO9BuuEUr0Ba_hWSl4B8qwfXBDSEa3JXHa4xzBd9sKgbtIoEzlE-EDFmcMZtZ4m6oBZmCgpqCotFexSSodKmRyUVQROVKoedLQMqaP7SuFPQlo7j01Y5OLgpY2FUGaSaXvCAtB3vqCQgscgJmhWIUIsEVfsAQEv8UFtdxSeyKbGlA3hpVw67ALG426sSg4brIer26-YfvIq1OTRk1y69jWb-KoPT16tRB5ouQlK5wc=\",\"summary\":[]}"},{"type":"text","text":"已完成：我基于 `org/CONSTITUTION_v1.md` 产出了**真实可执行**的多 subagent 调度方案，并保存到：\n\n- `org/REAL_WORKFLOW_PLAN.md`\n\n方案已覆盖你要求的4点： \n1) 明确要求使用真实 `sessions_spawn` + `subagents` 能力； \n2) 定义最小链路：中书 → 门下 → 尚书 → 工部； \n3) 给出可直接执行的步骤清单； \n4) 提供可检查的验收标准（流程合规、调度真实性、结果可复盘）。\n\n**3行摘要：** \n1. v1 方案建立了从 Draft→Audit→Dispatch→Execute→Report 的最小闭环，且工部前强制双签（门下+兵部）。 \n2. 调度层明确使用 `sessions_spawn` 创建子会话，并用 `subagents.list/steer/kill` 做状态核验与干预。 \n3. 交付层给出 DoD 验收清单，确保流程可执行、可追踪、可复盘。","textSignature":"msg_01d8de2b2e3fba300169acf4f6ef08819fb181174a1c490a44"}],"api":"openai-responses","provider":"sub2api","model":"gpt-5.3-codex","usage":{"input":2600,"output":270,"cacheRead":12800,"cacheWrite":0,"totalTokens":15670,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1772942580236}}
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