{"type":"session","version":3,"id":"cc4f0798-28c7-4aa9-9346-c7a4d4826a2d","timestamp":"2026-04-29T02:48:31.591Z","cwd":"/root/.openclaw/workspace"}
{"type":"model_change","id":"6b4096d7","parentId":null,"timestamp":"2026-04-29T02:48:31.595Z","provider":"openai_proxy","modelId":"gpt-5.4-mini"}
{"type":"thinking_level_change","id":"4c080b9d","parentId":"6b4096d7","timestamp":"2026-04-29T02:48:31.595Z","thinkingLevel":"off"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777430911596,"provider":"openai_proxy","modelApi":"openai-responses","modelId":"gpt-5.4-mini"},"id":"343f25e4","parentId":"4c080b9d","timestamp":"2026-04-29T02:48:31.596Z"}
{"type":"message","id":"bf7b917e","parentId":"343f25e4","timestamp":"2026-04-29T02:48:31.607Z","message":{"role":"user","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b502359030ce8c37264f38e98d05\",\n  \"sender_id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"sender\": \"powell\",\n  \"timestamp\": \"Wed 2026-04-29 10:48 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"powell (ou_8ca9ac9fe1a34d3b8b0ecd90127565cc)\",\n  \"id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"name\": \"powell\"\n}\n```\n\n[message_id: om_x100b502359030ce8c37264f38e98d05]\npowell: 记录实习生：徐凡云，他是由泡菜推荐，不需要留用"}],"timestamp":1777430911604}}
{"type":"message","id":"73fe401b","parentId":"bf7b917e","timestamp":"2026-04-29T02:48:35.187Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430911605,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"636fd9b2","parentId":"73fe401b","timestamp":"2026-04-29T02:48:40.318Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430917199,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"41e37c78","parentId":"636fd9b2","timestamp":"2026-04-29T02:48:47.887Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430924335,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"f842b514","parentId":"41e37c78","timestamp":"2026-04-29T02:48:59.598Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430935902,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777430939642,"provider":"hai","modelApi":"openai-completions","modelId":"MiniMax-M2.5"},"id":"273956a5","parentId":"f842b514","timestamp":"2026-04-29T02:48:59.642Z"}
{"type":"message","id":"ad7e4555","parentId":"273956a5","timestamp":"2026-04-29T02:48:59.655Z","message":{"role":"user","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b502359030ce8c37264f38e98d05\",\n  \"sender_id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"sender\": \"powell\",\n  \"timestamp\": \"Wed 2026-04-29 10:48 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"powell (ou_8ca9ac9fe1a34d3b8b0ecd90127565cc)\",\n  \"id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"name\": \"powell\"\n}\n```\n\n[message_id: om_x100b502359030ce8c37264f38e98d05]\npowell: 记录实习生：徐凡云，他是由泡菜推荐，不需要留用"}],"timestamp":1777430939649}}
{"type":"message","id":"28547b06","parentId":"ad7e4555","timestamp":"2026-04-29T02:49:03.910Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me update the memory files with this information about the intern."},{"type":"toolCall","id":"call_3d46514ded284fd8a76c4f56","name":"exec","arguments":{"command":"ls /root/.openclaw/workspace/memory/life-memories/ 2>/dev/null && cat /root/.openclaw/workspace/memory/life-memories/upcoming-events.json 2>/dev/null || echo \"FILE_NOT_FOUND\""}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":24574,"output":89,"cacheRead":87,"cacheWrite":0,"totalTokens":24750,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1777430939653}}
{"type":"message","id":"1a18ac16","parentId":"28547b06","timestamp":"2026-04-29T02:49:04.305Z","message":{"role":"toolResult","toolCallId":"call_3d46514ded284fd8a76c4f56","toolName":"exec","content":[{"type":"text","text":"follow-ups.json\nlife-memory.md\nmaster-index.json\nmonthly\npeople\nupcoming-events.json\n{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-02T03:38:00.000Z\",\n  \"events\": [\n    {\n      \"id\": \"event-001\",\n      \"title\": \"skip 生日\",\n      \"date\": \"2026-03-14\",\n      \"type\": \"birthday\",\n      \"people\": [\n        \"skip\"\n      ],\n      \"description\": \"skip 的生日\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-002\",\n      \"title\": \"po 去医院\",\n      \"date\": \"2026-03-10\",\n      \"type\": \"medical\",\n      \"people\": [\n        \"po\"\n      ],\n      \"description\": \"po 下周要去医院\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-003\",\n      \"title\": \"po 去机场\",\n      \"date\": \"2026-03-04\",\n      \"time\": \"17:00\",\n      \"type\": \"travel\",\n      \"people\": [\n        \"po\"\n      ],\n      \"description\": \"po 去机场，前往雅加达\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-004\",\n      \"title\": \"约 xy 吃饭\",\n      \"date\": \"2026-03-11\",\n      \"type\": \"social\",\n      \"people\": [\n        \"xy\"\n      ],\n      \"description\": \"约 xy 吃饭，讨论十五年前跟她讲过的 AI 生命的构想\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-005\",\n      \"title\": \"与 sibyl 吃饭讨论 tci 合作\",\n      \"date\": \"2026-03-12\",\n      \"time\": \"12:00\",\n      \"type\": \"meeting\",\n      \"people\": [\n        \"sibyl\"\n      ],\n      \"description\": \"周三中午约了 sibyl 吃饭，讨论 tci 合作的问题\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-006\",\n      \"title\": \"与 xy 吃饭探讨 AI 与个人成长\",\n      \"date\": \"2026-03-17\",\n      \"time\": \"18:00\",\n      \"type\": \"social\",\n      \"people\": [\n        \"xy\"\n      ],\n      \"description\": \"下周一晚上约了 xy 吃饭，探讨 AI 与个人成长的话题\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-007\",\n      \"title\": \"请凯哥和雪莹吃饭\",\n      \"date\": \"2026-03-13\",\n      \"type\": \"social\",\n      \"people\": [\n        \"kaige\",\n        \"xueying\"\n      ],\n      \"description\": \"请凯哥和雪莹周四晚上吃饭，很久没有聚过了\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-008\",\n      \"title\": \"请 OpenClaw 活动工作人员吃饭\",\n      \"date\": \"2026-03-10\",\n      \"type\": \"work\",\n      \"people\": [],\n      \"description\": \"今晚请参与 OpenClaw 活动的工作人员吃饭\",\n      \"reminded\": false\n    },\n    {\n      \"id\": \"event-009\",\n      \"title\": \"与麻花、shanks吃晚饭\",\n      \"date\": \"2026-03-19\",\n      \"type\": \"work\",\n      \"people\": [\n        \"mahua\",\n        \"shanks\"\n      ],\n      \"description\": \"3月19日晚上与麻花、shanks吃晚饭，他们都是公司内重要业务负责人\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-010\",\n      \"title\": \"与胡总、特仑苏吃饭\",\n      \"date\": \"2026-04-01\",\n      \"type\": \"social\",\n      \"people\": [\n        \"huzong\",\n        \"telunsu\"\n      ],\n      \"description\": \"2026-04-01 晚上与胡总（金融业务线负责人）、特仑苏一起吃饭\",\n      \"reminded\": true\n    }\n  ]\n}"}],"details":{"status":"completed","exitCode":0,"durationMs":383,"aggregated":"follow-ups.json\nlife-memory.md\nmaster-index.json\nmonthly\npeople\nupcoming-events.json\n{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-02T03:38:00.000Z\",\n  \"events\": [\n    {\n      \"id\": \"event-001\",\n      \"title\": \"skip 生日\",\n      \"date\": \"2026-03-14\",\n      \"type\": \"birthday\",\n      \"people\": [\n        \"skip\"\n      ],\n      \"description\": \"skip 的生日\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-002\",\n      \"title\": \"po 去医院\",\n      \"date\": \"2026-03-10\",\n      \"type\": \"medical\",\n      \"people\": [\n        \"po\"\n      ],\n      \"description\": \"po 下周要去医院\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-003\",\n      \"title\": \"po 去机场\",\n      \"date\": \"2026-03-04\",\n      \"time\": \"17:00\",\n      \"type\": \"travel\",\n      \"people\": [\n        \"po\"\n      ],\n      \"description\": \"po 去机场，前往雅加达\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-004\",\n      \"title\": \"约 xy 吃饭\",\n      \"date\": \"2026-03-11\",\n      \"type\": \"social\",\n      \"people\": [\n        \"xy\"\n      ],\n      \"description\": \"约 xy 吃饭，讨论十五年前跟她讲过的 AI 生命的构想\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-005\",\n      \"title\": \"与 sibyl 吃饭讨论 tci 合作\",\n      \"date\": \"2026-03-12\",\n      \"time\": \"12:00\",\n      \"type\": \"meeting\",\n      \"people\": [\n        \"sibyl\"\n      ],\n      \"description\": \"周三中午约了 sibyl 吃饭，讨论 tci 合作的问题\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-006\",\n      \"title\": \"与 xy 吃饭探讨 AI 与个人成长\",\n      \"date\": \"2026-03-17\",\n      \"time\": \"18:00\",\n      \"type\": \"social\",\n      \"people\": [\n        \"xy\"\n      ],\n      \"description\": \"下周一晚上约了 xy 吃饭，探讨 AI 与个人成长的话题\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-007\",\n      \"title\": \"请凯哥和雪莹吃饭\",\n      \"date\": \"2026-03-13\",\n      \"type\": \"social\",\n      \"people\": [\n        \"kaige\",\n        \"xueying\"\n      ],\n      \"description\": \"请凯哥和雪莹周四晚上吃饭，很久没有聚过了\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-008\",\n      \"title\": \"请 OpenClaw 活动工作人员吃饭\",\n      \"date\": \"2026-03-10\",\n      \"type\": \"work\",\n      \"people\": [],\n      \"description\": \"今晚请参与 OpenClaw 活动的工作人员吃饭\",\n      \"reminded\": false\n    },\n    {\n      \"id\": \"event-009\",\n      \"title\": \"与麻花、shanks吃晚饭\",\n      \"date\": \"2026-03-19\",\n      \"type\": \"work\",\n      \"people\": [\n        \"mahua\",\n        \"shanks\"\n      ],\n      \"description\": \"3月19日晚上与麻花、shanks吃晚饭，他们都是公司内重要业务负责人\",\n      \"reminded\": true\n    },\n    {\n      \"id\": \"event-010\",\n      \"title\": \"与胡总、特仑苏吃饭\",\n      \"date\": \"2026-04-01\",\n      \"type\": \"social\",\n      \"people\": [\n        \"huzong\",\n        \"telunsu\"\n      ],\n      \"description\": \"2026-04-01 晚上与胡总（金融业务线负责人）、特仑苏一起吃饭\",\n      \"reminded\": true\n    }\n  ]\n}","cwd":"/root/.openclaw/workspace"},"isError":false,"timestamp":1777430944294}}
{"type":"message","id":"2f2a8d60","parentId":"1a18ac16","timestamp":"2026-04-29T02:49:05.739Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Now let me check the people directory and master-index to understand the structure."},{"type":"toolCall","id":"call_d17cb724963947af8275de3e","name":"exec","arguments":{"command":"cat /root/.openclaw/workspace/memory/life-memories/master-index.json 2>/dev/null; echo \"---\"; ls /root/.openclaw/workspace/memory/life-memories/people/ 2>/dev/null"}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":1004,"output":90,"cacheRead":24658,"cacheWrite":0,"totalTokens":25752,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1777430944305}}
{"type":"message","id":"78a17565","parentId":"2f2a8d60","timestamp":"2026-04-29T02:49:05.949Z","message":{"role":"toolResult","toolCallId":"call_d17cb724963947af8275de3e","toolName":"exec","content":[{"type":"text","text":"{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-02T03:38:00.000Z\",\n  \"people\": {\n    \"candy\": {\n      \"name\": \"candy\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 2,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、大师、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"dashi\": {\n      \"name\": \"大师\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、candy、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"dowson\": {\n      \"name\": \"dowson\",\n      \"lastMentioned\": \"2026-03-13\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"role\": \"总裁\",\n        \"importance\": \"最高层级\"\n      },\n      \"tags\": [\n        \"重要人物\",\n        \"总裁\",\n        \"公司AI\"\n      ]\n    },\n    \"huange\": {\n      \"name\": \"欢哥\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"成都朋友\",\n        \"location\": \"成都\"\n      },\n      \"tags\": [\n        \"成都朋友\"\n      ]\n    },\n    \"huzong\": {\n      \"name\": \"胡总\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"金融业务线负责人\",\n        \"note\": \"2026-04-01 晚上与 Powell、特仑苏一起吃饭\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"业务负责人\",\n        \"金融\"\n      ]\n    },\n    \"junzong\": {\n      \"name\": \"军总\",\n      \"lastMentioned\": \"2026-03-12\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"role\": \"集团公关总负责人\",\n        \"note\": \"网络知名人物，这两天聊了很多从 OpenClaw 到 AI，学到很多\"\n      },\n      \"tags\": [\n        \"重要人物\",\n        \"公关\",\n        \"网络知名\"\n      ]\n    },\n    \"kaige\": {\n      \"name\": \"凯哥\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"大学同学\",\n        \"spouse\": \"雪莹\"\n      },\n      \"tags\": [\n        \"老朋友\",\n        \"大学同学\"\n      ]\n    },\n    \"mahua\": {\n      \"name\": \"麻花\",\n      \"lastMentioned\": \"2026-03-12\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同一部门同事\",\n        \"note\": \"2026-03-11 晚上一起吃饭，聊到了三个主要困惑：1）与别人的关系问题；2）对困难事情的处理力不从心；3）手下没有靠谱的人顶住\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"po\": {\n      \"name\": \"po\",\n      \"lastMentioned\": \"2026-03-03\",\n      \"noteCount\": 1,\n      \"profile\": {},\n      \"tags\": []\n    },\n    \"powell\": {\n      \"name\": \"powell\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 2,\n      \"profile\": {\n        \"relationship\": \"自己\",\n        \"location\": \"深圳南山区\",\n        \"timezone\": \"GMT+8\"\n      },\n      \"tags\": [\n        \"自己\"\n      ]\n    },\n    \"shaoqiang\": {\n      \"name\": \"小强\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"三部 GM\",\n        \"note\": \"2026-03-17 与 Powell 对齐：他们做的 adpclaw 被上级质疑认为与我们的产品冲突，已达成合作意向，专注于在 OpenClaw 和云服务器上探讨企业级 skill 建设。因组织架构调整感到非常慌张\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"GM\",\n        \"三部\"\n      ]\n    },\n    \"shanks\": {\n      \"name\": \"shanks\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"重要业务负责人\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"业务负责人\"\n      ]\n    },\n    \"sibyl\": {\n      \"name\": \"sibyl\",\n      \"lastMentioned\": \"2026-03-09\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"好朋友\",\n        \"role\": \"HRBP 负责人\"\n      },\n      \"tags\": [\n        \"好朋友\",\n        \"HRBP\"\n      ]\n    },\n    \"skip\": {\n      \"name\": \"skip\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"birthday\": \"03-14\",\n      \"noteCount\": 1,\n      \"profile\": {},\n      \"tags\": []\n    },\n    \"telunsu\": {\n      \"name\": \"特仑苏\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"朋友\",\n        \"note\": \"2026-04-01 晚上与 Powell、胡总一起吃饭\"\n      },\n      \"tags\": [\n        \"朋友\"\n      ]\n    },\n    \"tianchao\": {\n      \"name\": \"田超\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、大师、candy 吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"wang\": {\n      \"name\": \"wang\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、大师、candy、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"wait\": {\n      \"name\": \"wait\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"云开发团队负责人\",\n        \"note\": \"近期将带领团队合并过来。对于产品未来发展方向有思考，但对现状感到焦虑。\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"团队负责人\",\n        \"云开发\"\n      ]\n    },\n    \"xueying\": {\n      \"name\": \"雪莹\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"凯哥的妻子\",\n        \"spouse\": \"凯哥\"\n      },\n      \"tags\": [\n        \"老朋友\"\n      ]\n    },\n    \"xusir\": {\n      \"name\": \"徐sir\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"老师\",\n        \"we\": \"教授\",\n        \"location\": \"成都\",\n        \"note\": \"热衷于教育的教授\"\n      },\n      \"tags\": [\n        \"老师\",\n        \"教授\",\n        \"成都\"\n      ]\n    },\n    \"xy\": {\n      \"name\": \"xy\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 3,\n      \"profile\": {\n        \"relationship\": \"老朋友\",\n        \"role\": \"心理学家\",\n        \"note\": \"2026-03-16 晚上一起吃饭，聊得非常开心，她提到感觉非常开心\",\n        \"reminder\": \"每季度1号上午9点提醒 Powell 约她聊天\"\n      },\n      \"tags\": [\n        \"老朋友\"\n      ]\n    },\n    \"jimmy\": {\n      \"name\": \"jimmy哥\",\n      \"lastMentioned\": \"2026-03-19\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"亚太二区云业务负责人\",\n        \"note\": \"负责亚太二区（东南亚除新加坡和马来西亚以外国家）的云业务。2026-03-19 畅聊东南亚的 OpenClaw 企业客户，约尽快去泰国一趟\",\n        \"region\": \"亚太二区（东南亚除新加坡和马来西亚以外国家）\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"重要人物\",\n        \"云业务\"\n      ]\n    }\n  }\n}\n---\ndowson.json"}],"details":{"status":"completed","exitCode":0,"durationMs":202,"aggregated":"{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-02T03:38:00.000Z\",\n  \"people\": {\n    \"candy\": {\n      \"name\": \"candy\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 2,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、大师、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"dashi\": {\n      \"name\": \"大师\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、candy、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"dowson\": {\n      \"name\": \"dowson\",\n      \"lastMentioned\": \"2026-03-13\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"role\": \"总裁\",\n        \"importance\": \"最高层级\"\n      },\n      \"tags\": [\n        \"重要人物\",\n        \"总裁\",\n        \"公司AI\"\n      ]\n    },\n    \"huange\": {\n      \"name\": \"欢哥\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"成都朋友\",\n        \"location\": \"成都\"\n      },\n      \"tags\": [\n        \"成都朋友\"\n      ]\n    },\n    \"huzong\": {\n      \"name\": \"胡总\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"金融业务线负责人\",\n        \"note\": \"2026-04-01 晚上与 Powell、特仑苏一起吃饭\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"业务负责人\",\n        \"金融\"\n      ]\n    },\n    \"junzong\": {\n      \"name\": \"军总\",\n      \"lastMentioned\": \"2026-03-12\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"role\": \"集团公关总负责人\",\n        \"note\": \"网络知名人物，这两天聊了很多从 OpenClaw 到 AI，学到很多\"\n      },\n      \"tags\": [\n        \"重要人物\",\n        \"公关\",\n        \"网络知名\"\n      ]\n    },\n    \"kaige\": {\n      \"name\": \"凯哥\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"大学同学\",\n        \"spouse\": \"雪莹\"\n      },\n      \"tags\": [\n        \"老朋友\",\n        \"大学同学\"\n      ]\n    },\n    \"mahua\": {\n      \"name\": \"麻花\",\n      \"lastMentioned\": \"2026-03-12\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同一部门同事\",\n        \"note\": \"2026-03-11 晚上一起吃饭，聊到了三个主要困惑：1）与别人的关系问题；2）对困难事情的处理力不从心；3）手下没有靠谱的人顶住\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"po\": {\n      \"name\": \"po\",\n      \"lastMentioned\": \"2026-03-03\",\n      \"noteCount\": 1,\n      \"profile\": {},\n      \"tags\": []\n    },\n    \"powell\": {\n      \"name\": \"powell\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 2,\n      \"profile\": {\n        \"relationship\": \"自己\",\n        \"location\": \"深圳南山区\",\n        \"timezone\": \"GMT+8\"\n      },\n      \"tags\": [\n        \"自己\"\n      ]\n    },\n    \"shaoqiang\": {\n      \"name\": \"小强\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"三部 GM\",\n        \"note\": \"2026-03-17 与 Powell 对齐：他们做的 adpclaw 被上级质疑认为与我们的产品冲突，已达成合作意向，专注于在 OpenClaw 和云服务器上探讨企业级 skill 建设。因组织架构调整感到非常慌张\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"GM\",\n        \"三部\"\n      ]\n    },\n    \"shanks\": {\n      \"name\": \"shanks\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"重要业务负责人\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"业务负责人\"\n      ]\n    },\n    \"sibyl\": {\n      \"name\": \"sibyl\",\n      \"lastMentioned\": \"2026-03-09\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"好朋友\",\n        \"role\": \"HRBP 负责人\"\n      },\n      \"tags\": [\n        \"好朋友\",\n        \"HRBP\"\n      ]\n    },\n    \"skip\": {\n      \"name\": \"skip\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"birthday\": \"03-14\",\n      \"noteCount\": 1,\n      \"profile\": {},\n      \"tags\": []\n    },\n    \"telunsu\": {\n      \"name\": \"特仑苏\",\n      \"lastMentioned\": \"2026-04-02\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"朋友\",\n        \"note\": \"2026-04-01 晚上与 Powell、胡总一起吃饭\"\n      },\n      \"tags\": [\n        \"朋友\"\n      ]\n    },\n    \"tianchao\": {\n      \"name\": \"田超\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、wang、大师、candy 吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"wang\": {\n      \"name\": \"wang\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"note\": \"2026-03-17 中午与 Powell、大师、candy、田超吃饭，讨论客户端 DAU 增长，表达充分合作意愿\"\n      },\n      \"tags\": [\n        \"同事\"\n      ]\n    },\n    \"wait\": {\n      \"name\": \"wait\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"云开发团队负责人\",\n        \"note\": \"近期将带领团队合并过来。对于产品未来发展方向有思考，但对现状感到焦虑。\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"团队负责人\",\n        \"云开发\"\n      ]\n    },\n    \"xueying\": {\n      \"name\": \"雪莹\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"凯哥的妻子\",\n        \"spouse\": \"凯哥\"\n      },\n      \"tags\": [\n        \"老朋友\"\n      ]\n    },\n    \"xusir\": {\n      \"name\": \"徐sir\",\n      \"lastMentioned\": \"2026-03-10\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"老师\",\n        \"we\": \"教授\",\n        \"location\": \"成都\",\n        \"note\": \"热衷于教育的教授\"\n      },\n      \"tags\": [\n        \"老师\",\n        \"教授\",\n        \"成都\"\n      ]\n    },\n    \"xy\": {\n      \"name\": \"xy\",\n      \"lastMentioned\": \"2026-03-17\",\n      \"noteCount\": 3,\n      \"profile\": {\n        \"relationship\": \"老朋友\",\n        \"role\": \"心理学家\",\n        \"note\": \"2026-03-16 晚上一起吃饭，聊得非常开心，她提到感觉非常开心\",\n        \"reminder\": \"每季度1号上午9点提醒 Powell 约她聊天\"\n      },\n      \"tags\": [\n        \"老朋友\"\n      ]\n    },\n    \"jimmy\": {\n      \"name\": \"jimmy哥\",\n      \"lastMentioned\": \"2026-03-19\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"同事\",\n        \"role\": \"亚太二区云业务负责人\",\n        \"note\": \"负责亚太二区（东南亚除新加坡和马来西亚以外国家）的云业务。2026-03-19 畅聊东南亚的 OpenClaw 企业客户，约尽快去泰国一趟\",\n        \"region\": \"亚太二区（东南亚除新加坡和马来西亚以外国家）\"\n      },\n      \"tags\": [\n        \"同事\",\n        \"重要人物\",\n        \"云业务\"\n      ]\n    }\n  }\n}\n---\ndowson.json","cwd":"/root/.openclaw/workspace"},"isError":false,"timestamp":1777430945941}}
{"type":"message","id":"2c695578","parentId":"78a17565","timestamp":"2026-04-29T02:49:09.838Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Now I'll create the person file for 徐凡云 and update the master-index.json."},{"type":"text","text":"已记录。徐凡云，实习生，由泡菜推荐，不需要留用。\n"},{"type":"toolCall","id":"call_b8b71ce8004942e8980d2e11","name":"write","arguments":{"content":"{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-29T02:48:00.000Z\",\n  \"people\": {\n    \"xufanyun\": {\n      \"name\": \"徐凡云\",\n      \"lastMentioned\": \"2026-04-29\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"实习生\",\n        \"referrer\": \"泡菜\",\n        \"retainable\": false,\n        \"note\": \"由泡菜推荐，不需要留用\"\n      },\n      \"tags\": [\"实习生\", \"不需要留用\"]\n    }\n  }\n}\n","file_path":"/root/.openclaw/workspace/memory/life-memories/people/xufanyun.json"}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":2172,"output":224,"cacheRead":25659,"cacheWrite":0,"totalTokens":28055,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1777430945949}}
{"type":"message","id":"6d8f088c","parentId":"2c695578","timestamp":"2026-04-29T02:49:09.859Z","message":{"role":"toolResult","toolCallId":"call_b8b71ce8004942e8980d2e11","toolName":"write","content":[{"type":"text","text":"Successfully wrote 366 bytes to /root/.openclaw/workspace/memory/life-memories/people/xufanyun.json"}],"isError":false,"timestamp":1777430949850}}
{"type":"message","id":"a3a844e9","parentId":"6d8f088c","timestamp":"2026-04-29T02:49:16.141Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Now update the master index."},{"type":"toolCall","id":"call_09f9e3b298344d9cbf6b558c","name":"exec","arguments":{"command":"cd /root/.openclaw/workspace && python3 -c \"\nimport json\n\n# Read master index\nwith open('memory/life-memories/master-index.json', 'r') as f:\n    idx = json.load(f)\n\n# Add xufanyun\nidx['people']['xufanyun'] = {\n    'name': '徐凡云',\n    'lastMentioned': '2026-04-29',\n    'noteCount': 1,\n    'profile': {\n        'relationship': '实习生',\n        'referrer': '泡菜',\n        'retainable': False,\n        'note': '由泡菜推荐，不需要留用'\n    },\n    'tags': ['实习生', '不需要留用']\n}\nidx['lastUpdated'] = '2026-04-29T02:48:00.000Z'\n\nwith open('memory/life-memories/master-index.json', 'w') as f:\n    json.dump(idx, f, ensure_ascii=False, indent=2)\n\nprint('Done')\n\""}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":28070,"output":245,"cacheRead":7,"cacheWrite":0,"totalTokens":28322,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1777430949859}}
{"type":"message","id":"0c029d9f","parentId":"a3a844e9","timestamp":"2026-04-29T02:49:16.370Z","message":{"role":"toolResult","toolCallId":"call_09f9e3b298344d9cbf6b558c","toolName":"exec","content":[{"type":"text","text":"Done"}],"details":{"status":"completed","exitCode":0,"durationMs":220,"aggregated":"Done","cwd":"/root/.openclaw/workspace"},"isError":false,"timestamp":1777430956361}}
{"type":"message","id":"d335ba9a","parentId":"0c029d9f","timestamp":"2026-04-29T02:49:17.536Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"All done. The person has been recorded in both the people directory and the master index."},{"type":"text","text":"已存档：\n- **徐凡云** — 实习生，由泡菜推荐，不需要留用\n- 同时写入了 `people/xufanyun.json` 和 `master-index.json` ✅"}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":501,"output":60,"cacheRead":27829,"cacheWrite":0,"totalTokens":28390,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1777430956369}}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777430959156,"provider":"openai_proxy","modelApi":"openai-responses","modelId":"gpt-5.4-mini"},"id":"9cfc3735","parentId":"d335ba9a","timestamp":"2026-04-29T02:49:19.157Z"}
{"type":"message","id":"7681afdd","parentId":"9cfc3735","timestamp":"2026-04-29T02:49:19.167Z","message":{"role":"user","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b502357f0bc88c3a8b78e3b44e9b\",\n  \"sender_id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"sender\": \"powell\",\n  \"timestamp\": \"Wed 2026-04-29 10:49 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"powell (ou_8ca9ac9fe1a34d3b8b0ecd90127565cc)\",\n  \"id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"name\": \"powell\"\n}\n```\n\n[message_id: om_x100b502357f0bc88c3a8b78e3b44e9b]\npowell: 记录实习生：李文乐，他是由李萌推荐，不需要留用"}],"timestamp":1777430959163}}
{"type":"message","id":"65628b1a","parentId":"7681afdd","timestamp":"2026-04-29T02:49:22.981Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430959165,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"831d52cc","parentId":"65628b1a","timestamp":"2026-04-29T02:49:28.098Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430964992,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"a7d1d4c7","parentId":"831d52cc","timestamp":"2026-04-29T02:49:35.231Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430972123,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"message","id":"419f0596","parentId":"a7d1d4c7","timestamp":"2026-04-29T02:49:46.456Z","message":{"role":"assistant","content":[],"api":"openai-responses","provider":"openai_proxy","model":"gpt-5.4-mini","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"error","timestamp":1777430983247,"errorMessage":"503 Service temporarily unavailable"}}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777430986517,"provider":"hai","modelApi":"openai-completions","modelId":"MiniMax-M2.5"},"id":"cd11301f","parentId":"419f0596","timestamp":"2026-04-29T02:49:46.517Z"}
{"type":"message","id":"361a2bb2","parentId":"cd11301f","timestamp":"2026-04-29T02:49:46.531Z","message":{"role":"user","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b502357f0bc88c3a8b78e3b44e9b\",\n  \"sender_id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"sender\": \"powell\",\n  \"timestamp\": \"Wed 2026-04-29 10:49 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"powell (ou_8ca9ac9fe1a34d3b8b0ecd90127565cc)\",\n  \"id\": \"ou_8ca9ac9fe1a34d3b8b0ecd90127565cc\",\n  \"name\": \"powell\"\n}\n```\n\n[message_id: om_x100b502357f0bc88c3a8b78e3b44e9b]\npowell: 记录实习生：李文乐，他是由李萌推荐，不需要留用"}],"timestamp":1777430986524}}
{"type":"message","id":"8e5f4fe4","parentId":"361a2bb2","timestamp":"2026-04-29T02:49:53.423Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Same thing - record intern Li Wenle (李文乐), referred by Li Meng (李萌), no retention needed."},{"type":"text","text":"好的，同步写入两个文件。\n"},{"type":"toolCall","id":"call_ea97beee15b84422864aa8c2","name":"write","arguments":{"content":"{\n  \"version\": \"1.0\",\n  \"lastUpdated\": \"2026-04-29T02:49:00.000Z\",\n  \"people\": {\n    \"liwenle\": {\n      \"name\": \"李文乐\",\n      \"lastMentioned\": \"2026-04-29\",\n      \"noteCount\": 1,\n      \"profile\": {\n        \"relationship\": \"实习生\",\n        \"referrer\": \"李萌\",\n        \"retainable\": false,\n        \"note\": \"由李萌推荐，不需要留用\"\n      },\n      \"tags\": [\"实习生\", \"不需要留用\"]\n    }\n  }\n}\n","file_path":"/root/.openclaw/workspace/memory/life-memories/people/liwenle.json"}},{"type":"toolCall","id":"call_d71c1dc1d5a34606841ee0ab","name":"exec","arguments":{"command":"cd /root/.openclaw/workspace && python3 -c \"\nimport json\nwith open('memory/life-memories/master-index.json', 'r') as f:\n    idx = json.load(f)\nidx['people']['liwenle'] = {\n    'name': '李文乐',\n    'lastMentioned': '2026-04-29',\n    'noteCount': 1,\n    'profile': {\n        'relationship': '实习生',\n        'referrer': '李萌',\n        'retainable': False,\n        'note': '由李萌推荐，不需要留用'\n    },\n    'tags': ['实习生', '不需要留用']\n}\nidx['lastUpdated'] = '2026-04-29T02:49:00.000Z'\nwith open('memory/life-memories/master-index.json', 'w') as f:\n    json.dump(idx, f, ensure_ascii=False, indent=2)\nprint('Done')\n\""}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":760,"output":442,"cacheRead":28074,"cacheWrite":0,"totalTokens":29276,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1777430986529}}
{"type":"message","id":"1e327ed5","parentId":"8e5f4fe4","timestamp":"2026-04-29T02:49:53.451Z","message":{"role":"toolResult","toolCallId":"call_ea97beee15b84422864aa8c2","toolName":"write","content":[{"type":"text","text":"Successfully wrote 365 bytes to /root/.openclaw/workspace/memory/life-memories/people/liwenle.json"}],"isError":false,"timestamp":1777430993433}}
{"type":"message","id":"e65707ae","parentId":"1e327ed5","timestamp":"2026-04-29T02:49:53.670Z","message":{"role":"toolResult","toolCallId":"call_d71c1dc1d5a34606841ee0ab","toolName":"exec","content":[{"type":"text","text":"Done"}],"details":{"status":"completed","exitCode":0,"durationMs":228,"aggregated":"Done","cwd":"/root/.openclaw/workspace"},"isError":false,"timestamp":1777430993662}}
{"type":"message","id":"ff4658b3","parentId":"e65707ae","timestamp":"2026-04-29T02:49:55.449Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Both files written successfully."},{"type":"text","text":"已存档：**李文乐**，实习生，由李萌推荐，不需要留用 ✅"}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":970,"output":24,"cacheRead":28328,"cacheWrite":0,"totalTokens":29322,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1777430993670}}