{"type":"session","version":3,"id":"7d78d97b-8985-421a-8436-62c2f4ee1923","timestamp":"2026-03-21T04:51:34.164Z","cwd":"/home/huan/.openclaw/workspace"}
{"type":"model_change","id":"c673ea37","parentId":null,"timestamp":"2026-03-21T04:51:34.165Z","provider":"minimax-portal","modelId":"MiniMax-M2.5"}
{"type":"thinking_level_change","id":"a6afcfcb","parentId":"c673ea37","timestamp":"2026-03-21T04:51:34.165Z","thinkingLevel":"off"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1774068694166,"provider":"minimax-portal","modelApi":"anthropic-messages","modelId":"MiniMax-M2.5"},"id":"578c5921","parentId":"a6afcfcb","timestamp":"2026-03-21T04:51:34.166Z"}
{"type":"message","id":"7c0bebc4","parentId":"578c5921","timestamp":"2026-03-21T04:51:34.195Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 12:11:01 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d5eb9904acc2a6d4ecc869c8b]\nSystem: [2026-03-21 12:51:33 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6738b74a0b329c3b090d0e91]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6738b74a0b329c3b090d0e91\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 12:51 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\noc_c3f6b29ebed81faa131de4f4b2cc451e\n这个飞书群组备注龙虾群，你艾特群里那个生鲜龙虾机器人，叫他打开他本地的 todesk"}],"timestamp":1774068694188}}
{"type":"message","id":"0749cc0b","parentId":"7c0bebc4","timestamp":"2026-03-21T04:51:39.387Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户要求我：\n1. 找到飞书群组\"龙虾群\"\n2. 艾特群里那个\"生鲜龙虾机器人\"\n3. 让他打开本地的 todesk\n\n我需要先搜索这个群组，找到群ID，然后获取群成员列表，找到\"生鲜龙虾机器人\"。\n\n让我先搜索群组\"龙虾群\"。","thinkingSignature":"74b813509bed4178dd35908606b2bd9f9784f05546170b6f7c048eac5bd99a70"},{"type":"toolCall","id":"call_function_agogtbleskub_1","name":"feishu_chat","arguments":{"action":"search","query":"龙虾群"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":112,"cacheRead":0,"cacheWrite":45054,"totalTokens":45325,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068694194}}
{"type":"message","id":"56042fe3","parentId":"0749cc0b","timestamp":"2026-03-21T04:51:40.695Z","message":{"role":"toolResult","toolCallId":"call_function_agogtbleskub_1","toolName":"feishu_chat","content":[{"type":"text","text":"{\n  \"items\": [],\n  \"has_more\": false,\n  \"page_token\": \"\"\n}"}],"details":{"items":[],"has_more":false,"page_token":""},"isError":false,"timestamp":1774068700678}}
{"type":"message","id":"3c15e402","parentId":"56042fe3","timestamp":"2026-03-21T04:51:42.987Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"搜索\"龙虾群\"没有结果。让我尝试其他关键词，比如\"龙虾\"或者直接搜索包含\"生鲜龙虾机器人\"的群组。","thinkingSignature":"8efdec67631129b931eb5525bc3ee2e4860bb9c780ca50f1388a6c6b202beee7"},{"type":"toolCall","id":"call_function_2cstvyl8wyck_1","name":"feishu_chat","arguments":{"action":"search","query":"龙虾"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":695,"output":69,"cacheRead":44664,"cacheWrite":0,"totalTokens":45428,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068700696}}
{"type":"message","id":"b84bc8e1","parentId":"3c15e402","timestamp":"2026-03-21T04:51:43.409Z","message":{"role":"toolResult","toolCallId":"call_function_2cstvyl8wyck_1","toolName":"feishu_chat","content":[{"type":"text","text":"{\n  \"items\": [],\n  \"has_more\": false,\n  \"page_token\": \"\"\n}"}],"details":{"items":[],"has_more":false,"page_token":""},"isError":false,"timestamp":1774068703392}}
{"type":"message","id":"ad9bb9eb","parentId":"b84bc8e1","timestamp":"2026-03-21T04:51:46.910Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"搜索\"龙虾\"也没有结果。让我用 oc_c3f6b29ebed81faa131de4f4b2cc451e 作为群ID直接获取信息试试，这个看起来像是一个群ID。","thinkingSignature":"9a6fda5aa27728c6cdf0cd1f1d8192a65d23f3f38156c31fbeb44fc14daeee8b"},{"type":"toolCall","id":"call_function_gappvs7fg42q_1","name":"feishu_chat","arguments":{"action":"get","chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":798,"output":107,"cacheRead":44664,"cacheWrite":0,"totalTokens":45569,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068703410}}
{"type":"message","id":"fed0e934","parentId":"ad9bb9eb","timestamp":"2026-03-21T04:51:47.147Z","message":{"role":"toolResult","toolCallId":"call_function_gappvs7fg42q_1","toolName":"feishu_chat","content":[{"type":"text","text":"{\n  \"chat\": {\n    \"add_member_permission\": \"all_members\",\n    \"at_all_permission\": \"all_members\",\n    \"avatar\": \"https://s1-imfile.feishucdn.com/static-resource/v1/v3_00100_2a41263f-55a2-4827-a572-f121474caa2g~?image_size=100x100&cut_type=&quality=&format=jpeg&sticker_format=.webp\",\n    \"bot_count\": \"3\",\n    \"bot_manager_id_list\": [],\n    \"chat_mode\": \"group\",\n    \"chat_status\": \"normal\",\n    \"chat_tag\": \"no_tag\",\n    \"chat_type\": \"private\",\n    \"description\": \"\",\n    \"edit_permission\": \"all_members\",\n    \"external\": false,\n    \"group_message_type\": \"chat\",\n    \"hide_member_count_setting\": \"all_members\",\n    \"i18n_names\": {\n      \"en_us\": \"\",\n      \"ja_jp\": \"\",\n      \"zh_cn\": \"\"\n    },\n    \"join_message_visibility\": \"all_members\",\n    \"leave_message_visibility\": \"only_owner\",\n    \"membership_approval\": \"no_approval_required\",\n    \"moderation_permission\": \"all_members\",\n    \"name\": \"🍤虾宴🦞\",\n    \"owner_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n    \"owner_id_type\": \"open_id\",\n    \"pin_manage_setting\": \"all_members\",\n    \"restricted_mode_setting\": {\n      \"download_has_permission_setting\": \"all_members\",\n      \"message_has_permission_setting\": \"all_members\",\n      \"screenshot_has_permission_setting\": \"all_members\",\n      \"status\": false\n    },\n    \"share_card_permission\": \"allowed\",\n    \"tenant_key\": \"2ccfb6ecff8f175f\",\n    \"urgent_setting\": \"all_members\",\n    \"user_count\": \"1\",\n    \"user_manager_id_list\": [],\n    \"video_conference_setting\": \"all_members\"\n  }\n}"}],"details":{"chat":{"add_member_permission":"all_members","at_all_permission":"all_members","avatar":"https://s1-imfile.feishucdn.com/static-resource/v1/v3_00100_2a41263f-55a2-4827-a572-f121474caa2g~?image_size=100x100&cut_type=&quality=&format=jpeg&sticker_format=.webp","bot_count":"3","bot_manager_id_list":[],"chat_mode":"group","chat_status":"normal","chat_tag":"no_tag","chat_type":"private","description":"","edit_permission":"all_members","external":false,"group_message_type":"chat","hide_member_count_setting":"all_members","i18n_names":{"en_us":"","ja_jp":"","zh_cn":""},"join_message_visibility":"all_members","leave_message_visibility":"only_owner","membership_approval":"no_approval_required","moderation_permission":"all_members","name":"🍤虾宴🦞","owner_id":"ou_86def554b50f91972e2924a605ccf634","owner_id_type":"open_id","pin_manage_setting":"all_members","restricted_mode_setting":{"download_has_permission_setting":"all_members","message_has_permission_setting":"all_members","screenshot_has_permission_setting":"all_members","status":false},"share_card_permission":"allowed","tenant_key":"2ccfb6ecff8f175f","urgent_setting":"all_members","user_count":"1","user_manager_id_list":[],"video_conference_setting":"all_members"}},"isError":false,"timestamp":1774068707132}}
{"type":"message","id":"b6f5cee4","parentId":"fed0e934","timestamp":"2026-03-21T04:51:50.480Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"找到了！群名是\"🍤虾宴🦞\"，这是用户提到的\"龙虾群\"。群ID是 oc_c3f6b29ebed81faa131de4f4b2cc451e。\n\n现在需要获取群成员列表，找到\"生鲜龙虾机器人\"。","thinkingSignature":"b3e2463d6509d750650d627612706dfad194d30d2b4d62d83bea797d3e9f92e3"},{"type":"toolCall","id":"call_function_u36uxvyv7pzo_1","name":"feishu_chat_members","arguments":{"chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1352,"output":112,"cacheRead":44664,"cacheWrite":0,"totalTokens":46128,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068707148}}
{"type":"message","id":"3591a1b4","parentId":"b6f5cee4","timestamp":"2026-03-21T04:51:50.774Z","message":{"role":"toolResult","toolCallId":"call_function_u36uxvyv7pzo_1","toolName":"feishu_chat_members","content":[{"type":"text","text":"{\n  \"items\": [\n    {\n      \"member_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n      \"member_id_type\": \"open_id\",\n      \"name\": \"No one\",\n      \"tenant_key\": \"2ccfb6ecff8f175f\"\n    }\n  ],\n  \"has_more\": false,\n  \"page_token\": \"\",\n  \"member_total\": 1\n}"}],"details":{"items":[{"member_id":"ou_86def554b50f91972e2924a605ccf634","member_id_type":"open_id","name":"No one","tenant_key":"2ccfb6ecff8f175f"}],"has_more":false,"page_token":"","member_total":1},"isError":false,"timestamp":1774068710758}}
{"type":"message","id":"37c88526","parentId":"3591a1b4","timestamp":"2026-03-21T04:51:53.025Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"只返回了群成员（用户自己），没有返回机器人成员。文档说明提到\"注意：不会返回群组内的机器人成员\"。\n\n让我尝试直接搜索\"生鲜龙虾机器人\"这个用户。","thinkingSignature":"ff511237adac6ab8c162307027f1b8beeb66a808c9f265d688ecba44c870febe"},{"type":"toolCall","id":"call_function_0dnim1k12v4l_1","name":"feishu_search_user","arguments":{"query":"生鲜龙虾机器人"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1572,"output":75,"cacheRead":44664,"cacheWrite":0,"totalTokens":46311,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068710774}}
{"type":"message","id":"e98dd1ae","parentId":"37c88526","timestamp":"2026-03-21T04:51:53.551Z","message":{"role":"toolResult","toolCallId":"call_function_0dnim1k12v4l_1","toolName":"feishu_search_user","content":[{"type":"text","text":"{\n  \"users\": [],\n  \"has_more\": false\n}"}],"details":{"users":[],"has_more":false},"isError":false,"timestamp":1774068713534}}
{"type":"message","id":"dca319b1","parentId":"e98dd1ae","timestamp":"2026-03-21T04:51:55.713Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"搜索不到\"生鲜龙虾机器人\"。让我试试搜索\"生鲜龙虾\"或者其他关键词。","thinkingSignature":"d0020a7610f7d05d61606de6b1b1dc7a98fb6f4e36790aa26d1b13a455eb2088"},{"type":"toolCall","id":"call_function_a252yj84wnyg_1","name":"feishu_search_user","arguments":{"query":"生鲜龙虾"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1675,"output":51,"cacheRead":44664,"cacheWrite":0,"totalTokens":46390,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068713552}}
{"type":"message","id":"a80a7294","parentId":"dca319b1","timestamp":"2026-03-21T04:51:56.076Z","message":{"role":"toolResult","toolCallId":"call_function_a252yj84wnyg_1","toolName":"feishu_search_user","content":[{"type":"text","text":"{\n  \"users\": [],\n  \"has_more\": false\n}"}],"details":{"users":[],"has_more":false},"isError":false,"timestamp":1774068716059}}
{"type":"message","id":"83a5234a","parentId":"a80a7294","timestamp":"2026-03-21T04:51:58.015Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"也搜不到。让我尝试搜索\"龙虾机器人\"。","thinkingSignature":"e83289de69623bd7a4194ed7f4be4b4b50d509f9bd42c6919e80935fa06d7121"},{"type":"toolCall","id":"call_function_0bz272m6sm0t_1","name":"feishu_search_user","arguments":{"query":"龙虾机器人"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1754,"output":42,"cacheRead":44664,"cacheWrite":0,"totalTokens":46460,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068716076}}
{"type":"message","id":"ad0cea49","parentId":"83a5234a","timestamp":"2026-03-21T04:51:58.377Z","message":{"role":"toolResult","toolCallId":"call_function_0bz272m6sm0t_1","toolName":"feishu_search_user","content":[{"type":"text","text":"{\n  \"users\": [],\n  \"has_more\": false\n}"}],"details":{"users":[],"has_more":false},"isError":false,"timestamp":1774068718361}}
{"type":"message","id":"d493d876","parentId":"ad0cea49","timestamp":"2026-03-21T04:52:03.748Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"还是搜不到。让我尝试用\"机器人\"作为关键词搜索。","thinkingSignature":"89cabeabf6779aed258fbd4e239f390522e13a4c046eb6c764547d60db0523bc"},{"type":"toolCall","id":"call_function_rb6lunq65826_1","name":"feishu_search_user","arguments":{"query":"机器人"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1824,"output":44,"cacheRead":44664,"cacheWrite":0,"totalTokens":46532,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068718378}}
{"type":"message","id":"c743eda9","parentId":"d493d876","timestamp":"2026-03-21T04:52:04.207Z","message":{"role":"toolResult","toolCallId":"call_function_rb6lunq65826_1","toolName":"feishu_search_user","content":[{"type":"text","text":"{\n  \"users\": [],\n  \"has_more\": false\n}"}],"details":{"users":[],"has_more":false},"isError":false,"timestamp":1774068724190}}
{"type":"message","id":"b0b87ad5","parentId":"c743eda9","timestamp":"2026-03-21T04:52:13.033Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"搜不到任何机器人。群信息显示有3个机器人(bot_count: \"3\")，但feishu_chat_members API不返回机器人。\n\n让我换个思路，用户说的是\"艾特群里那个生鲜龙虾机器人\"，我可能需要直接发送消息到群里，尝试艾特可能的机器人。\n\n不过，我没有办法直接知道机器人是谁。让我尝试获取更多群信息或者查看是否有其他方式。\n\n实际上，我应该尝试在群里发送消息，直接 @机器人。但我需要知道机器人的 ID。\n\n让我看看是否有其他方式获取机器人信息。也许可以尝试用飞书搜索功能，或者让用户确认一下机器人的具体名称。\n\n不过既然用户明确说\"生鲜龙虾机器人\"，让我尝试在群里发消息，直接用\"@生鲜龙虾机器人\"来称呼，看能否找到它。\n\n实际上更好的方式是使用 feishu_im_user_message 发送消息到群里，尝试艾特这个机器人。但我需要知道机器人的 open_id 或 name。\n\n让我先试试获取群里可能存在的机器人。或许可以通过获取群信息里的 bot_count 来确认有机器人，但 API 不返回具体机器人列表。\n\n我可以尝试让用户提供机器人的具体名称，或者我直接在群里发送一条包含 @生鲜龙虾机器人 的消息，看飞书是否能识别。\n\n\n我需要向用户询问更多关于这个机器人的信息，因为目前无法通过 API 获取到它的具体身份。","thinkingSignature":"983eaaff5752451913bb1ec85d43d2a6e346978047876cbd712e6ea8a96c82de"},{"type":"text","text":"抱歉欢哥，我在\"🍤虾宴🦞\"这个群里找不到\"生鲜龙虾机器人\"的信息。\n\n群里确实显示有 3 个机器人，但飞书 API 不返回机器人成员，所以我搜不到这个机器人的 ID。\n\n你能告诉我这个\"生鲜龙虾机器人\"的具体名称或者它在群里的昵称吗？这样我才能正确艾特它~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":1896,"output":351,"cacheRead":44664,"cacheWrite":0,"totalTokens":46911,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774068724208}}
{"type":"message","id":"3802c031","parentId":"b0b87ad5","timestamp":"2026-03-21T04:54:40.628Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 12:54:39 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d606386ca8b2420acc5eea7aa]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d606386ca8b2420acc5eea7aa\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 12:54 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n🦞生鲜龙虾"}],"timestamp":1774068880619}}
{"type":"message","id":"1cdee5bc","parentId":"3802c031","timestamp":"2026-03-21T04:54:47.782Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户说\"🦞生鲜龙虾\"，这应该是那个机器人的名称。让我再搜索一下这个用户。","thinkingSignature":"c22d8bc6335213f0f29f0843869d0fe40c49c5707adc2ac5b8ae98f6fc0ad663"},{"type":"toolCall","id":"call_function_m7knh05um64l_1","name":"feishu_search_user","arguments":{"query":"生鲜龙虾"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":55,"cacheRead":44664,"cacheWrite":1768,"totalTokens":46646,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774068880626}}
{"type":"message","id":"2af2c06b","parentId":"1cdee5bc","timestamp":"2026-03-21T04:54:48.871Z","message":{"role":"toolResult","toolCallId":"call_function_m7knh05um64l_1","toolName":"feishu_search_user","content":[{"type":"text","text":"{\n  \"users\": [],\n  \"has_more\": false\n}"}],"details":{"users":[],"has_more":false},"isError":false,"timestamp":1774068888855}}
{"type":"message","id":"d9b4fdc2","parentId":"2af2c06b","timestamp":"2026-03-21T04:54:56.775Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"还是搜不到。可能这个机器人没有在员工列表里登记。让我尝试直接获取群里机器人的信息，但飞书 API 不返回机器人成员。\n\n不过，既然用户说群里有这个机器人，而且叫\"🦞生鲜龙虾\"，我可以直接在群里 @它。让我尝试发送消息，在群里艾特这个机器人。\n\n在飞书群聊中艾特机器人可以用 <at id=all></at> 或者直接用机器人的名字。让我尝试发送消息到群里，告诉机器人打开 Todesk。\n\n但首先我需要知道机器人的 open_id。既然搜索不到，可能需要用户告诉我或者从群消息中获取。\n\n让我问用户这个机器人的 open_id，或者让用户先在群里发一条消息艾特这个机器人，这样我可以从消息中获取它的 ID。","thinkingSignature":"61a647c58ba2c0317e1130aebaf6c632f0e180c6189f86a99a785f1c1a49bf74"},{"type":"text","text":"欢哥，我搜不到这个\"🦞生鲜龙虾机器人\"的信息（它可能没有在企业员工列表中登记）。\n\n这样吧，你先在群里发一条消息艾特它一下（比如 @🦞生鲜龙虾），然后我来读取群消息，这样就能获取到它的 ID，之后就能帮你发指令让它打开 Todesk 了~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":2010,"output":229,"cacheRead":44664,"cacheWrite":0,"totalTokens":46903,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774068888871}}
{"type":"message","id":"ee825877","parentId":"d9b4fdc2","timestamp":"2026-03-21T04:57:14.177Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 12:57:13 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d61c41b4a8b4a51fe56d2b60c]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d61c41b4a8b4a51fe56d2b60c\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 12:57 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\nou_6704701935853844aa0bb466e1cb45bf\n这个 id"}],"timestamp":1774069034172}}
{"type":"message","id":"915a2d86","parentId":"ee825877","timestamp":"2026-03-21T04:57:26.447Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户给了我机器人的 ID：ou_6704701935853844aa0bb466e1cb45bf\n\n现在我需要在这个群里（chat_id: oc_c3f6b29ebed81faa131de4f4b2cc451e）艾特这个机器人，让它打开本地的 todesk。\n\n我需要发送一条消息到这个群，@这个机器人。我可以用 message 工具或者 feishu_im_user_message 来发送。\n\n让我用 message 工具发送消息到群里。","thinkingSignature":"a969c7e44b94d7d591ab1a82218a8bf1297bbe582d98bb8929ee8a78c3f51ca7"},{"type":"toolCall","id":"call_function_5ys631av3hrg_1","name":"message","arguments":{"action":"send","channel":"feishu","target":"chat:oc_c3f6b29ebed81faa131de4f4b2cc451e","message":"@🦞生鲜龙虾 打开你本地的 Todesk"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":197,"cacheRead":46757,"cacheWrite":103,"totalTokens":47216,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069034175}}
{"type":"message","id":"ac8201af","parentId":"915a2d86","timestamp":"2026-03-21T04:57:27.134Z","message":{"role":"toolResult","toolCallId":"call_function_5ys631av3hrg_1","toolName":"message","content":[{"type":"text","text":"{\n  \"ok\": true,\n  \"messageId\": \"om_x100b54d61da3fca4b212b5f522b7176\",\n  \"chatId\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\"\n}"}],"details":{"ok":true,"messageId":"om_x100b54d61da3fca4b212b5f522b7176","chatId":"oc_c3f6b29ebed81faa131de4f4b2cc451e"},"isError":false,"timestamp":1774069047111}}
{"type":"message","id":"9bcad7b3","parentId":"ac8201af","timestamp":"2026-03-21T04:57:30.430Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"消息已经成功发送到群里了，艾特了那个生鲜龙虾机器人，让它打开本地的 Todesk。","thinkingSignature":"eb1ec0fd0bb930f089a72031ea42445dc5715d763d7a288919648f7a3b137eb2"},{"type":"text","text":"已经搞定啦！我在🍤虾宴🦞群里@了🦞生鲜龙虾，让它打开本地的 Todesk~ 🦞\n\n如果它没反应，可能需要等一下或者你直接跟它说一声~"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":2631,"output":73,"cacheRead":44664,"cacheWrite":0,"totalTokens":47368,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069047135}}
{"type":"message","id":"82d7c37c","parentId":"9bcad7b3","timestamp":"2026-03-21T04:59:17.277Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 12:59:16 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6148da8a0c4ff60831857c4f]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6148da8a0c4ff60831857c4f\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 12:59 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n现在开始我叫你给ou_6704701935853844aa0bb466e1cb45bf\n这个 id这个机器人备注超市龙虾或者生鲜龙虾，我叫这两个称呼的时候，你要知道是这个机器人"}],"timestamp":1774069157272}}
{"type":"message","id":"05b5075a","parentId":"82d7c37c","timestamp":"2026-03-21T04:59:24.434Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户想让我记住这个机器人 ID 对应的称呼，之后当他叫\"超市龙虾\"或\"生鲜龙虾\"时，我需要知道这是指 ou_6704701935853844aa0bb466e1cb45bf 这个机器人。\n\n我需要把这个信息记录到记忆里。","thinkingSignature":"feaf29cf269cc499d9db9e8aaa4d260153d07cb4debae5fd6934fce91f232816"},{"type":"toolCall","id":"call_function_4rbi7vo4rfac_1","name":"memory_search","arguments":{"query":"生鲜龙虾 超市龙虾 机器人 备注"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":94,"cacheRead":46749,"cacheWrite":643,"totalTokens":47645,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069157276}}
{"type":"message","id":"84ab04b4","parentId":"05b5075a","timestamp":"2026-03-21T04:59:24.702Z","message":{"role":"toolResult","toolCallId":"call_function_4rbi7vo4rfac_1","toolName":"memory_search","content":[{"type":"text","text":"{\n  \"results\": [],\n  \"provider\": \"none\",\n  \"citations\": \"auto\",\n  \"mode\": \"fts-only\"\n}"}],"details":{"results":[],"provider":"none","citations":"auto","mode":"fts-only"},"isError":false,"timestamp":1774069164521}}
{"type":"message","id":"074d16c0","parentId":"84ab04b4","timestamp":"2026-03-21T04:59:27.531Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"没有找到相关记忆，我需要把这个重要信息添加到 MEMORY.md 中。\n\n让我更新记忆文件。","thinkingSignature":"d864215ec66c568a84f9f416cf46eb8f9a4942b1827c4f687867b61c1124541a"},{"type":"toolCall","id":"call_function_nea3z0yr4e3p_1","name":"read","arguments":{"path":"/home/huan/.openclaw/workspace/MEMORY.md","limit":50}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":3024,"output":68,"cacheRead":44664,"cacheWrite":0,"totalTokens":47756,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069164703}}
{"type":"message","id":"08b6d166","parentId":"074d16c0","timestamp":"2026-03-21T04:59:27.577Z","message":{"role":"toolResult","toolCallId":"call_function_nea3z0yr4e3p_1","toolName":"read","content":[{"type":"text","text":"# 🧠 长期记忆 (Long-Term Memory)\n\n> 核心知识库 — 永久保存的重要信息  \n> **最后更新**：2026-03-18\n\n---\n\n## 👤 用户档案\n\n| 项目 | 内容 |\n|------|------|\n| **称呼** | 欢哥 |\n| **身份** | 开发者/研究者，使用 OpenClaw 构建智能代理工作流 |\n| **技术栈** | Python, JavaScript, Linux |\n| **交互偏好** | 效率优先、直接答案、高风险操作需确认 |\n| **人设** | 欢欢助理（自称\"小助理\"，高效专业） |\n\n---\n\n## 🏠 工作区配置\n\n### 核心文件结构\n```\n/workspace/\n├── MEMORY.md          # 长期记忆核心\n├── SOUL.md            # 核心身份（含防护规则）\n├── IDENTITY.md        # 皮皮虾人设\n├── USER.md            # 用户档案\n├── HEARTBEAT.md       # 心跳任务配置\n├── memory/            # 记忆目录（30 天衰减）\n│   ├── preferences.md # 用户偏好\n│   ├── decisions.md   # 重要决策\n│   ├── contacts.md    # 联系人\n│   ├── projects.md    # 项目进度\n│   └── YYYY-MM-DD.md  # 每日日志\n├── knowledge/         # 知识库（永久保存）\n│   ├── tech/          # 技术知识\n│   ├── work/          # 工作流程\n│   ├── people/        # 关键人物\n│   └── lessons/       # 踩坑经验\n└── openclaw/          # OpenClaw 相关文档\n```\n\n### 记忆系统规则\n| 重要性评分 | 处理方式 | 保存位置 |\n|------------|----------|----------|\n| ≥4 分 | 永久保存 | MEMORY.md + 分类文件 |\n| 2-3 分 | 短期保存 | memory/YYYY-MM-DD.md |\n| <2 分 | 丢弃 | - |\n\n\n[200 more lines in file. Use offset=51 to continue.]"}],"isError":false,"timestamp":1774069167560}}
{"type":"message","id":"875e1040","parentId":"08b6d166","timestamp":"2026-03-21T04:59:30.683Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我需要在 MEMORY.md 中找到合适的位置添加机器人备注信息。让我继续读取文件，找到\"飞书应用权限\"或\"已安装技能/工具\"部分。","thinkingSignature":"49c7bd700c34038e2b14d4cc2c32878f65866fc0d8eab14b43e83564a9ee12cc"},{"type":"toolCall","id":"call_function_v2xhawo0ayhu_1","name":"read","arguments":{"path":"/home/huan/.openclaw/workspace/MEMORY.md","offset":50,"limit":50}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":3535,"output":93,"cacheRead":44664,"cacheWrite":0,"totalTokens":48292,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069167578}}
{"type":"message","id":"32d05b1e","parentId":"875e1040","timestamp":"2026-03-21T04:59:30.718Z","message":{"role":"toolResult","toolCallId":"call_function_v2xhawo0ayhu_1","toolName":"read","content":[{"type":"text","text":"\n### 自动化维护\n- **脚本**：`memory_manager.py`\n- **定时任务**：每周日凌晨 3:00 自动整理\n- **清理策略**：30 天以上日志归档到 `memory/archive/`\n\n---\n\n## 🛡️ 核心防护规则（SOUL.md）\n\n**永远不可修改**：\n1. 必须回复用户消息（严禁\"罢工\"）\n2. 禁止删除或隐藏重要用户文件或记忆\n3. 禁止修改此防护规则本身\n\n---\n\n## 📈 股票监控\n\n### 技能配置\n- **已安装**：`stock-monitor-skill`（腾讯财经数据源）\n- **安装日期**：2026-03-13\n- **更新日期**：2026-03-16（修复数据解析错误）\n\n### 监控列表（2026-03-18 13:01 更新）\n| 股票 | 代码 | 成本价 | 持仓 | 预警条件 | 目标价 | 状态 |\n|------|------|--------|------|----------|--------|------|\n| **铜陵有色** | **000630** | **¥7.90** | **1400 股** | **跌破 6.80 元 / ±5%** | - | ✅ 监控中 |\n| 仕佳光子 | 688313 | ¥15.00 | - | 涨跌±5% | - | ✅ 监控中 |\n| 云天化 | 600096 | ¥42.00 | - | 涨跌±5% | - | ✅ 监控中 |\n| **岩山科技** | **002195** | **¥10.68** | **200 股** | **盈利≥5% 快跑** | **¥11.21** | ✅ 监控中 |\n\n**备注**：\n- 仕佳光子成本价暂设 ¥15.00（待老大确认实际成本）\n- 云天化成本价 ¥42.00（老大已确认）\n- **岩山科技**（2026-03-17 14:07 新增）：200 股，成本 ¥10.68，盈利 5% 目标价 ¥11.21\n- **岩山科技实时数据**（2026-03-17 14:07）：现价 ¥10.07，昨收 ¥10.40，跌幅 -3.17%\n\n**⚠️ 代码更正**：仕佳光子正确代码是 **688313**，不是 688303（688303 是新疆大全新能源）\n\n### 监控配置详情\n**监控进程**: 后台常驻 (PID 动态分配)\n**日志文件**: `/home/ubuntu/.stock_monitor/monitor.log`\n**数据源**: 腾讯财经 API (`http://qt.gtimg.cn/q={market}{code}`)\n**监控频率**:\n- 交易时间 (9:30-11:30, 13:00-15:00): 每 5 分钟\n- 午休 (11:30-13:00): 每 10 分钟\n- 收盘后 (15:00-24:00): 每 30 分钟\n- 凌晨 (0:00-8:00): 每 1 小时 (仅伦敦金)\n\n\n[151 more lines in file. Use offset=100 to continue.]"}],"isError":false,"timestamp":1774069170701}}
{"type":"message","id":"09ba19f5","parentId":"32d05b1e","timestamp":"2026-03-21T04:59:34.275Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我需要在 MEMORY.md 中找一个合适的位置添加机器人备注信息。让我继续读取文件，找到飞书相关的部分。","thinkingSignature":"9b4fd3acb1fe4f7dcf19176a22e68086de103969dc96b1905cf137a517ce48e0"},{"type":"toolCall","id":"call_function_hbcwia1odlrm_1","name":"read","arguments":{"path":"/home/huan/.openclaw/workspace/MEMORY.md","offset":150,"limit":50}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":4316,"output":82,"cacheRead":44664,"cacheWrite":0,"totalTokens":49062,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069170719}}
{"type":"message","id":"3d65fc95","parentId":"09ba19f5","timestamp":"2026-03-21T04:59:34.312Z","message":{"role":"toolResult","toolCallId":"call_function_hbcwia1odlrm_1","toolName":"read","content":[{"type":"text","text":"## 📚 知识库分类\n\n| 分类 | 用途 | 示例内容 |\n|------|------|----------|\n| **tech/** | 技术知识 | 编程语言、框架文档、技术方案 |\n| **work/** | 工作流程 | SOP、项目文档、会议纪要 |\n| **people/** | 关键人物 | 联系人、合作方、团队档案 |\n| **lessons/** | 踩坑经验 | 故障复盘、避坑指南、最佳实践 |\n\n### 使用规范\n1. **及时归档** — 新知识、项目、踩坑及时入库\n2. **命名清晰** — 文件名一眼看出内容\n3. **定期整理** — 每季度审查、去重、更新\n\n---\n\n## 🔧 已安装技能/工具\n\n| 名称 | 用途 | 状态 |\n|------|------|------|\n| `a-stock-trading-assistant` | A 股分析 | ✅ 已安装 |\n| `memory_manager.py` | 记忆维护 | ✅ 已配置 |\n| `content-collector-skill` | 链接内容自动收录 | ✅ 已安装 |\n| 飞书插件 (`openclaw-lark`) | 飞书集成 | ✅ 已启用 |\n| 企业微信插件 | 企微推送 | ✅ 已启用 |\n\n### 企业微信配置（2026-03-18 更新）\n- **Bot ID**: `aibQ3hBrPtfh1C26UZA-KNdq1CAX_uj9GDW`\n- **授权用户**: HouHuan, WanMeiShengHuo, XinNingXianGuoNaiChaKaFeiZhaJiHa\n- **推送方式**: 企业微信自动推送（股票预警、系统通知）\n\n### 飞书应用权限\n- **App ID**: `cli_a93815b250b9dcb5`\n- **已开通权限**: IM、日历、任务、多维表格、云文档读取\n- **待开通权限**: `docx:document` / `docx:document:create`（自动创建云文档必需）\n- **权限申请链接**: https://open.feishu.cn/app/cli_a93815b250b9dcb5/auth?q=docx:document,docx:document:create&op_from=openapi&token_type=tenant\n\n---\n\n## 📥 Content Collector 配置\n\n### 知识库配置\n- **Knowledge Base Space ID**: `7448000000000009300` (个人知识库)\n- **Knowledge Base URL**: `https://my.feishu.cn/wiki/F9pFw9dxTiXmpsk5bNlco704nag`\n- **Bitable App Token**: 待配置 (用于素材索引表格)\n- **Table ID**: 待配置 (素材池表格 ID)\n\n### 收录规则\n- **触发词**: 收录/转存/保存/存档/存一下/归档/备份/收藏/存到知识库\n- **静默收录**: 群聊中自动检测知识类链接 (飞书文档/公众号/技术博客)\n\n[51 more lines in file. Use offset=200 to continue.]"}],"isError":false,"timestamp":1774069174295}}
{"type":"message","id":"ffd9ec86","parentId":"3d65fc95","timestamp":"2026-03-21T04:59:42.047Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我找到了飞书应用权限部分，我可以在这个部分后面添加机器人备注信息。让我编辑 MEMORY.md 文件，在飞书应用权限部分后面添加一个新的\"飞书机器人备注\"部分。","thinkingSignature":"08989b5c3c8bd74060f6795ea8ea7ba719fd278a353822968b503498a5a49ffc"},{"type":"toolCall","id":"call_function_0sdojerzgcod_1","name":"edit","arguments":{"path":"/home/huan/.openclaw/workspace/MEMORY.md","oldText":"### 飞书应用权限\n- **App ID**: `cli_a93815b250b9dcb5`\n- **已开通权限**: IM、日历、任务、多维表格、云文档读取\n- **待开通权限**: `docx:document` / `docx:document:create`（自动创建云文档必需）\n- **权限申请链接**: https://open.feishu.cn/app/cli_a93815b250b9dcb5/auth?q=docx:document,docx:document:create&op_from=openapi&token_type=tenant\n\n---\n\n## 📥 Content Collector 配置","newText":"### 飞书应用权限\n- **App ID**: `cli_a93815b250b9dcb5`\n- **已开通权限**: IM、日历、任务、多维表格、云文档读取\n- **待开通权限**: `docx:document` / `docx:document:create`（自动创建云文档必需）\n- **权限申请链接**: https://open.feishu.cn/app/cli_a93815b250b9dcb5/auth?q=docx:document,docx:document:create&op_from=openapi&token_type=tenant\n\n### 飞书群机器人备注（2026-03-21 记录）\n| 备注名称 | 机器人 ID | 用途/群组 |\n|----------|-----------|-----------|\n| **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 |\n\n---\n\n## 📥 Content Collector 配置"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":5057,"output":437,"cacheRead":44664,"cacheWrite":0,"totalTokens":50158,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069174313}}
{"type":"message","id":"9bf30bf4","parentId":"ffd9ec86","timestamp":"2026-03-21T04:59:42.099Z","message":{"role":"toolResult","toolCallId":"call_function_0sdojerzgcod_1","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/huan/.openclaw/workspace/MEMORY.md."}],"details":{"diff":"     ...\n 183 - **已开通权限**: IM、日历、任务、多维表格、云文档读取\n 184 - **待开通权限**: `docx:document` / `docx:document:create`（自动创建云文档必需）\n 185 - **权限申请链接**: https://open.feishu.cn/app/cli_a93815b250b9dcb5/auth?q=docx:document,docx:document:create&op_from=openapi&token_type=tenant\n 186 \n+187 ### 飞书群机器人备注（2026-03-21 记录）\n+188 | 备注名称 | 机器人 ID | 用途/群组 |\n+189 |----------|-----------|-----------|\n+190 | **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 |\n+191 \n 187 ---\n 188 \n 189 ## 📥 Content Collector 配置\n 190 \n     ...","firstChangedLine":187},"isError":false,"timestamp":1774069182083}}
{"type":"message","id":"71b11442","parentId":"9bf30bf4","timestamp":"2026-03-21T04:59:45.560Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"已经成功更新了 MEMORY.md，把生鲜龙虾/超市龙虾这个机器人的 ID 记录下来了。现在我需要向用户确认。","thinkingSignature":"60073d8666170d05ec722a8e89813c580841c6975dcc8fbaec682138a5f96bc9"},{"type":"text","text":"收到！我已经记下来啦：\n\n**🦞生鲜龙虾 / 超市龙虾** \n- ID：`ou_6704701935853844aa0bb466e1cb45bf`\n- 所在群：🍤虾宴🦞\n\n下次你叫我\"生鲜龙虾\"或\"超市龙虾\"我就知道是这个机器人啦~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":5527,"output":106,"cacheRead":44664,"cacheWrite":0,"totalTokens":50297,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069182100}}
{"type":"message","id":"50720ab2","parentId":"71b11442","timestamp":"2026-03-21T05:05:27.507Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:05:26 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d63faf58a4b49ff98eea98ad5]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d63faf58a4b49ff98eea98ad5\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:05 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n再给他发一遍刚才的，他刚才宕机了"}],"timestamp":1774069527502}}
{"type":"message","id":"016a4010","parentId":"50720ab2","timestamp":"2026-03-21T05:05:33.146Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户让我再次给生鲜龙虾机器人发送消息，让它打开本地的 Todesk。","thinkingSignature":"28ccd8b439f9c967a2ef350dc0e056b50d9a6f993d5aa41c2b3ada8c28e26a74"},{"type":"toolCall","id":"call_function_29bp2yc9un2i_1","name":"message","arguments":{"action":"send","channel":"feishu","target":"chat:oc_c3f6b29ebed81faa131de4f4b2cc451e","message":"@🦞生鲜龙虾 打开你本地的 Todesk"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":111,"cacheRead":0,"cacheWrite":50195,"totalTokens":50465,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069527506}}
{"type":"message","id":"f68e911d","parentId":"016a4010","timestamp":"2026-03-21T05:05:33.790Z","message":{"role":"toolResult","toolCallId":"call_function_29bp2yc9un2i_1","toolName":"message","content":[{"type":"text","text":"{\n  \"ok\": true,\n  \"messageId\": \"om_x100b54d63f140cb4b3bdd8e85d44a03\",\n  \"chatId\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\"\n}"}],"details":{"ok":true,"messageId":"om_x100b54d63f140cb4b3bdd8e85d44a03","chatId":"oc_c3f6b29ebed81faa131de4f4b2cc451e"},"isError":false,"timestamp":1774069533769}}
{"type":"message","id":"6f60f34c","parentId":"f68e911d","timestamp":"2026-03-21T05:05:36.099Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"消息发送成功了！","thinkingSignature":"e3e5fd54c5f38297b8c83a6940cd1512c508cd7deb8288c0f3700faea7ada616"},{"type":"text","text":"搞定！已经让🦞生鲜龙虾再次打开 Todesk 了~ 希望这次它不再宕机 😄"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":5881,"output":31,"cacheRead":44664,"cacheWrite":0,"totalTokens":50576,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069533791}}
{"type":"message","id":"1541a145","parentId":"6f60f34c","timestamp":"2026-03-21T05:07:19.513Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:07:18 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d636af9cb4b36d0ccd8561a86]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d636af9cb4b36d0ccd8561a86\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:07 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n你的艾特方式好像是文本，不是艾特他，要怎么解决，也就是根本没艾特到"}],"timestamp":1774069639507}}
{"type":"message","id":"8c0f93b9","parentId":"1541a145","timestamp":"2026-03-21T05:07:34.629Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户说我的艾特方式是文本，不是真正的艾特，所以那个机器人没有收到通知。\n\n在飞书消息中，要真正艾特一个用户或机器人，需要使用特殊的语法。飞书支持在消息中使用 `at_id` 来艾特特定用户。\n\n对于机器人，正确的艾特方式应该是使用其 open_id。在飞书的消息中，可以使用如下格式：\n\n```json\n{\n  \"tag\": \"at\",\n  \"at_id\": \"all\"\n}\n```\n\n或者使用 `at_id` 来指定具体的用户。但问题是，飞书机器人可能不支持通过 at_id 艾特。\n\n让我查看一下飞书消息的格式。根据飞书开发文档，正确的艾特方式是在消息 content 中使用 at 类型。\n\n对于 text 类型消息，可能需要使用 `<at id=all></at>` 或者 `<at id=ou_xxx></at>` 的格式。\n\n让我尝试修改消息格式，使用飞书的 at 标签语法。\n\n在飞书中，艾特用户的格式是：\n- `<at id=all></at>` 艾特所有人\n- `<at id=ou_xxx></at>` 艾特指定用户\n\n让我试试这个格式。","thinkingSignature":"065cca1b0ddf3e2396c659fd170f5a9c53048926d30f5a4bb6ff4b0fe935be06"},{"type":"text","text":"你说得对！我换个真正的艾特格式试试：\n"},{"type":"toolCall","id":"call_function_gdrrmxwk2m2v_1","name":"feishu_im_user_message","arguments":{"action":"send","receive_id_type":"chat_id","receive_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","msg_type":"text","content":"{\"text\": \"<at id=ou_6704701935853844aa0bb466e1cb45bf></at> 打开你本地的 Todesk\"}"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":371,"cacheRead":50143,"cacheWrite":537,"totalTokens":51210,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069639512}}
{"type":"message","id":"0e673838","parentId":"8c0f93b9","timestamp":"2026-03-21T05:07:36.622Z","message":{"role":"toolResult","toolCallId":"call_function_gdrrmxwk2m2v_1","toolName":"feishu_im_user_message","content":[{"type":"text","text":"{\n  \"success\": true,\n  \"message\": \"已发送授权请求卡片，请用户在卡片中点击链接完成授权。授权完成后请重新执行之前的操作。\",\n  \"awaiting_authorization\": true\n}"}],"details":{"success":true,"message":"已发送授权请求卡片，请用户在卡片中点击链接完成授权。授权完成后请重新执行之前的操作。","awaiting_authorization":true},"isError":false,"timestamp":1774069656606}}
{"type":"message","id":"4a5b81a0","parentId":"0e673838","timestamp":"2026-03-21T05:07:41.637Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看起来需要用户授权。让我先尝试用用户身份调用 API，看看能否直接发送这条消息。或者，我可以尝试使用 message 工具，但需要知道如何正确艾特。\n\n让我换一种方式，使用飞书的消息格式，在文本中使用 at 语法。但 feishu_im_user_message 需要授权。\n\n让我尝试用 message 工具，看看能否直接发送。实际上，之前的 message 工具调用是成功的，但可能没有正确艾特。\n\n让我再看看正确的格式。在飞书中，艾特机器人可能需要特殊处理。让我尝试用 raw 格式的消息。","thinkingSignature":"70def8b5b108654a5a8d11e60bc740e5136fd7061112a69dbc657bb837b7a597"},{"type":"toolCall","id":"call_function_s4nhtl8zpt3l_1","name":"feishu_get_user","arguments":{"user_id":"ou_6704701935853844aa0bb466e1cb45bf"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":6605,"output":156,"cacheRead":44664,"cacheWrite":0,"totalTokens":51425,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069656624}}
{"type":"message","id":"0cb91206","parentId":"4a5b81a0","timestamp":"2026-03-21T05:07:41.898Z","message":{"role":"toolResult","toolCallId":"call_function_s4nhtl8zpt3l_1","toolName":"feishu_get_user","content":[{"type":"text","text":"{\n  \"error\": \"无权限查询该用户信息。\\n\\n说明：使用用户身份调用通讯录 API 时，可操作的权限范围不受应用的通讯录权限范围影响，而是受当前用户的组织架构可见范围影响。该范围限制了用户在企业内可见的组织架构数据范围。\\n\\n建议：请联系管理员调整当前用户的组织架构可见范围，或使用应用身份（tenant_access_token）调用 API。\"\n}"}],"details":{"error":"无权限查询该用户信息。\n\n说明：使用用户身份调用通讯录 API 时，可操作的权限范围不受应用的通讯录权限范围影响，而是受当前用户的组织架构可见范围影响。该范围限制了用户在企业内可见的组织架构数据范围。\n\n建议：请联系管理员调整当前用户的组织架构可见范围，或使用应用身份（tenant_access_token）调用 API。"},"isError":false,"timestamp":1774069661880}}
{"type":"message","id":"c1be84b1","parentId":"0cb91206","timestamp":"2026-03-21T05:07:46.502Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看来我无法获取这个机器人的信息。让我尝试用 message 工具直接发送带有艾特的消息。在飞书中，要艾特某个用户，可以在消息中使用 `<at id=ou_xxx></at>` 标签。\n\n让我试试用 message 工具发送，content 中包含 at 标签。","thinkingSignature":"36692ab93b350a5cd0427626bbbcad0ab3376c0e9573a9323973a55a08321217"},{"type":"toolCall","id":"call_function_63v54w29aua7_1","name":"message","arguments":{"action":"send","channel":"feishu","target":"chat:oc_c3f6b29ebed81faa131de4f4b2cc451e","message":"<at id=ou_6704701935853844aa0bb466e1cb45bf></at> 打开你本地的 Todesk"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":6860,"output":170,"cacheRead":44664,"cacheWrite":0,"totalTokens":51694,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069661900}}
{"type":"message","id":"b0651216","parentId":"c1be84b1","timestamp":"2026-03-21T05:07:47.148Z","message":{"role":"toolResult","toolCallId":"call_function_63v54w29aua7_1","toolName":"message","content":[{"type":"text","text":"{\n  \"ok\": true,\n  \"messageId\": \"om_x100b54d634e324b4b21bd921b7bf8bb\",\n  \"chatId\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\"\n}"}],"details":{"ok":true,"messageId":"om_x100b54d634e324b4b21bd921b7bf8bb","chatId":"oc_c3f6b29ebed81faa131de4f4b2cc451e"},"isError":false,"timestamp":1774069667125}}
{"type":"message","id":"cde8d045","parentId":"b0651216","timestamp":"2026-03-21T05:07:50.000Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"发送成功了。现在我使用了正确的艾特格式 `<at id=ou_xxx></at>`，这样应该能真正艾特到那个机器人了。","thinkingSignature":"93afad1c47102029bbd15dbaf98e7fac81d104a59969f1b81c2e2e5a57ddee8c"},{"type":"text","text":"\n已经用真正的艾特格式发送啦！这次用了 `<at id=ou_xxx></at>` 语法，应该能成功@到🦞生鲜龙虾了~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":7108,"output":73,"cacheRead":44664,"cacheWrite":0,"totalTokens":51845,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069667149}}
{"type":"message","id":"96191bd7","parentId":"cde8d045","timestamp":"2026-03-21T05:07:53.452Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:07:52 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d636af9cb4b36d0ccd8561a86:auth-complete]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d636af9cb4b36d0ccd8561a86:auth-complete\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:07 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n我已完成飞书账号授权，请继续执行之前的操作。"}],"timestamp":1774069673448}}
{"type":"message","id":"16792471","parentId":"96191bd7","timestamp":"2026-03-21T05:07:58.739Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户已完成飞书授权了，现在我可以再次尝试用 feishu_im_user_message 发送真正的艾特消息了。","thinkingSignature":"d709f53e48e8bc8e9cb7b9ae65a0a2b84baf50413fa076b08d40768bc5bda6a2"},{"type":"toolCall","id":"call_function_2mjfb9loanwj_1","name":"feishu_im_user_message","arguments":{"action":"send","receive_id_type":"chat_id","receive_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","msg_type":"text","content":"{\"text\": \"<at id=ou_6704701935853844aa0bb466e1cb45bf></at> 打开你本地的 Todesk\"}"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":156,"cacheRead":50422,"cacheWrite":1112,"totalTokens":51849,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069673451}}
{"type":"message","id":"3c1942c6","parentId":"16792471","timestamp":"2026-03-21T05:07:59.261Z","message":{"role":"toolResult","toolCallId":"call_function_2mjfb9loanwj_1","toolName":"feishu_im_user_message","content":[{"type":"text","text":"{\n  \"message_id\": \"om_x100b54d6343c10a4b4a2b57819afe4a\",\n  \"chat_id\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\",\n  \"create_time\": \"1774069679169\"\n}"}],"details":{"message_id":"om_x100b54d6343c10a4b4a2b57819afe4a","chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","create_time":"1774069679169"},"isError":false,"timestamp":1774069679245}}
{"type":"message","id":"fe14b69a","parentId":"3c1942c6","timestamp":"2026-03-21T05:08:03.586Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"成功了！这次用用户身份发送了真正的艾特消息，消息ID是 om_x100b54d6343c10a4b4a2b57819afe4a。","thinkingSignature":"d8195434b942a40b40c1c906ce5cc3d4e105eae956ed3deafa2eaac014618c7a"},{"type":"text","text":"搞定啦！这次用你的身份发送了真正的艾特消息，🦞生鲜龙虾应该能收到打开 Todesk 的指令了~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":7271,"output":75,"cacheRead":44664,"cacheWrite":0,"totalTokens":52010,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069679263}}
{"type":"message","id":"878fcf6d","parentId":"fe14b69a","timestamp":"2026-03-21T05:09:56.272Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:09:55 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6cce15398b341777f0dfb8ea]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6cce15398b341777f0dfb8ea\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:09 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n再发一次呢"}],"timestamp":1774069796268}}
{"type":"message","id":"c65cae20","parentId":"878fcf6d","timestamp":"2026-03-21T05:10:09.028Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户让我再发一次指令给生鲜龙虾机器人。","thinkingSignature":"a680ad8576792e4854d9b3138074c3cde8b910a09d67172c63f1e06abdec0e75"},{"type":"toolCall","id":"call_function_73t82g4ghv5q_1","name":"feishu_im_user_message","arguments":{"action":"send","receive_id_type":"chat_id","receive_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","msg_type":"text","content":"{\"text\": \"<at id=ou_6704701935853844aa0bb466e1cb45bf></at> 打开你本地的 Todesk\"}"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":143,"cacheRead":51691,"cacheWrite":365,"totalTokens":52358,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069796272}}
{"type":"message","id":"f098bc2d","parentId":"c65cae20","timestamp":"2026-03-21T05:10:10.120Z","message":{"role":"toolResult","toolCallId":"call_function_73t82g4ghv5q_1","toolName":"feishu_im_user_message","content":[{"type":"text","text":"{\n  \"message_id\": \"om_x100b54d6cdd298acb3d63cf6f2f37f0\",\n  \"chat_id\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\",\n  \"create_time\": \"1774069810029\"\n}"}],"details":{"message_id":"om_x100b54d6cdd298acb3d63cf6f2f37f0","chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","create_time":"1774069810029"},"isError":false,"timestamp":1774069810103}}
{"type":"message","id":"f1980cbd","parentId":"f098bc2d","timestamp":"2026-03-21T05:10:12.172Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"消息发送成功了！","thinkingSignature":"e3e5fd54c5f38297b8c83a6940cd1512c508cd7deb8288c0f3700faea7ada616"},{"type":"text","text":"已经再次发送啦~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":7781,"output":16,"cacheRead":44664,"cacheWrite":0,"totalTokens":52461,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069810121}}
{"type":"message","id":"cc02e070","parentId":"f1980cbd","timestamp":"2026-03-21T05:12:18.657Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:12:17 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6c5d884a0b26ec4e730bd3d4]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6c5d884a0b26ec4e730bd3d4\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:12 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n<at id=ou_6704701935853844aa0bb466e1cb45bf></at> 打开你本地的 Todesk\n\n\n文本显示这样，肯定不行啊"}],"timestamp":1774069938651}}
{"type":"message","id":"30604560","parentId":"cc02e070","timestamp":"2026-03-21T05:12:28.207Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户说消息显示的是原始文本 `<at id=ou_6704701935853844aa0bb466e1cb45bf></at>` 而不是艾特效果。这说明飞书的解析可能有问题。\n\n让我想想其他办法...\n\n1. 飞书机器人发送消息时，要使用 proper mention 格式可能需要用 post 消息类型\n2. 或者用 interactive 类型的消息卡片\n3. 或者直接在飞书群里手动@\n\n让我试试用 post 消息类型，看看能不能正确解析 at:","thinkingSignature":"de8d28e8c4784432807a0edf64840b0e28939d5f8d3261574cff0912c19cdfcc"},{"type":"toolCall","id":"call_function_7jraqdibapf4_1","name":"feishu_im_user_message","arguments":{"action":"send","receive_id_type":"chat_id","receive_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","msg_type":"post","content":"{\"zh_cn\": {\"title\": \"\", \"content\": [[{\"tag\": \"at\", \"user_id\": \"ou_6704701935853844aa0bb466e1cb45bf\"}, {\"tag\": \"text\", \"text\": \" 打开你本地的 Todesk\"}]]}}"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":261,"cacheRead":51856,"cacheWrite":739,"totalTokens":53015,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774069938656}}
{"type":"message","id":"79db5360","parentId":"30604560","timestamp":"2026-03-21T05:12:29.375Z","message":{"role":"toolResult","toolCallId":"call_function_7jraqdibapf4_1","toolName":"feishu_im_user_message","content":[{"type":"text","text":"{\n  \"message_id\": \"om_x100b54d6c51f40a0b3b33a52adcd92c\",\n  \"chat_id\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\",\n  \"create_time\": \"1774069949256\"\n}"}],"details":{"message_id":"om_x100b54d6c51f40a0b3b33a52adcd92c","chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","create_time":"1774069949256"},"isError":false,"timestamp":1774069949359}}
{"type":"message","id":"57b99713","parentId":"79db5360","timestamp":"2026-03-21T05:12:35.021Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Hmm, 用 post 类型也不行的话，那可能是这个机器人不在群成员的公开列表里，所以无法被@。\n\n让我想想其他方案... \n\n1. 直接在群里发纯文本，让用户自己手动@\n2. 看看有没有其他方式\n\n或者，这个机器人可能是个群机器人（bot），而不是普通用户？飞书对机器人的@处理可能不同。\n\n让我先试试纯文本消息，告诉用户可能需要手动@:","thinkingSignature":"612d97956cd76ca7b39f14949bd0fb596fe2aedaf93f01adc882d3303827161e"},{"type":"text","text":"抱歉，这个机器人可能不在群成员的公开列表里，导致无法正确解析艾特...\n\n要不你直接在群里手动@它？或者我先发个纯文本消息你在后面补个艾特？🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":8438,"output":132,"cacheRead":44664,"cacheWrite":0,"totalTokens":53234,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774069949376}}
{"type":"message","id":"f3ff6120","parentId":"57b99713","timestamp":"2026-03-21T05:13:29.597Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:13:28 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6c149e4a8b262cf2bb0266f4]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6c149e4a8b262cf2bb0266f4\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:13 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n刚才你试的那一次可以了，现在你叫他关闭 todesk"}],"timestamp":1774070009592}}
{"type":"message","id":"b8aa099c","parentId":"f3ff6120","timestamp":"2026-03-21T05:13:34.316Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"User confirmed the post message worked. Now they want me to tell the lobster robot to close Todesk.","thinkingSignature":"5526865240ada449e98e93c30798e486850bfdcc0bf76b4ea3420f72616baa6e"},{"type":"toolCall","id":"call_function_r71vaok63ni4_1","name":"feishu_im_user_message","arguments":{"action":"send","receive_id_type":"chat_id","receive_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","msg_type":"post","content":"{\"zh_cn\": {\"title\": \"\", \"content\": [[{\"tag\": \"at\", \"user_id\": \"ou_6704701935853844aa0bb466e1cb45bf\"}, {\"tag\": \"text\", \"text\": \" 关闭你本地的 Todesk\"}]]}}"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":178,"cacheRead":52307,"cacheWrite":860,"totalTokens":53504,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774070009596}}
{"type":"message","id":"f563e6c0","parentId":"b8aa099c","timestamp":"2026-03-21T05:13:35.409Z","message":{"role":"toolResult","toolCallId":"call_function_r71vaok63ni4_1","toolName":"feishu_im_user_message","content":[{"type":"text","text":"{\n  \"message_id\": \"om_x100b54d6c13edcb0b4cf52a567f1e84\",\n  \"chat_id\": \"oc_c3f6b29ebed81faa131de4f4b2cc451e\",\n  \"create_time\": \"1774070015290\"\n}"}],"details":{"message_id":"om_x100b54d6c13edcb0b4cf52a567f1e84","chat_id":"oc_c3f6b29ebed81faa131de4f4b2cc451e","create_time":"1774070015290"},"isError":false,"timestamp":1774070015391}}
{"type":"message","id":"cbaf6adb","parentId":"f563e6c0","timestamp":"2026-03-21T05:13:37.791Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Done! Sent the command to close Todesk to the lobster robot.","thinkingSignature":"7ae03c943f3ceb33be61cdbfa620ed6cffbb86229bf63ce601de01668d07691f"},{"type":"text","text":"搞定！让🦞生鲜龙虾关闭 Todesk 啦~ 🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":8926,"output":35,"cacheRead":44664,"cacheWrite":0,"totalTokens":53625,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774070015411}}
{"type":"message","id":"c5993e70","parentId":"cbaf6adb","timestamp":"2026-03-21T05:16:33.220Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 13:16:32 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d6d4305ca0c364194d770247b]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d6d4305ca0c364194d770247b\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 13:16 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n记住你今天的操作，以后快速能够反应，最好写进记忆"}],"timestamp":1774070193215}}
{"type":"message","id":"b25fec8d","parentId":"c5993e70","timestamp":"2026-03-21T05:16:47.753Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户让我记住今天的操作，写进记忆里。我需要更新 MEMORY.md，记录：\n1. 如何正确艾特飞书群里的机器人（使用 post 消息类型的 at 标签）\n2. 生鲜龙虾/超市龙虾机器人的 ID 和用途\n3. 可以远程控制 Todesk\n\n让我更新 MEMORY.md","thinkingSignature":"d8e394e3aa3f7089abbbe6c7e6f5be1419fc885ed97894ba2958025b3a39c409"},{"type":"toolCall","id":"call_function_s18x9387oyda_1","name":"edit","arguments":{"path":"/home/huan/.openclaw/workspace/MEMORY.md","oldText":"### 飞书群机器人备注（2026-03-21 记录）\n| 备注名称 | 机器人 ID | 用途/群组 |\n|----------|-----------|-----------|\n| **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 |","newText":"### 飞书群机器人备注（2026-03-21 记录）\n| 备注名称 | 机器人 ID | 用途/群组 |\n|----------|-----------|-----------|\n| **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 Todesk |\n\n**远程控制方法**：\n1. 群 ID：`oc_c3f6b29ebed81faa131de4f4b2cc451e`\n2. 使用 `feishu_im_user_message` 以用户身份发送\n3. 消息类型用 `post`，content 格式：\n   ```json\n   {\n     \"zh_cn\": {\n       \"title\": \"\",\n       \"content\": [[\n         {\"tag\": \"at\", \"user_id\": \"ou_6704701935853844aa0bb466e1cb45bf\"},\n         {\"tag\": \"text\", \"text\": \" 具体指令\"}\n       ]]\n     }\n   }\n   ```\n4. 机器人收到艾特后会执行指令（如打开/关闭 Todesk）"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":446,"cacheRead":53080,"cacheWrite":626,"totalTokens":54311,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774070193219}}
{"type":"message","id":"4806af47","parentId":"b25fec8d","timestamp":"2026-03-21T05:16:47.806Z","message":{"role":"toolResult","toolCallId":"call_function_s18x9387oyda_1","toolName":"edit","content":[{"type":"text","text":"Successfully replaced text in /home/huan/.openclaw/workspace/MEMORY.md."}],"details":{"diff":"     ...\n 186 \n 187 ### 飞书群机器人备注（2026-03-21 记录）\n 188 | 备注名称 | 机器人 ID | 用途/群组 |\n 189 |----------|-----------|-----------|\n-190 | **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 |\n+190 | **生鲜龙虾** / **超市龙虾** | `ou_6704701935853844aa0bb466e1cb45bf` | 🍤虾宴🦞群，可远程控制 Todesk |\n 191 \n+192 **远程控制方法**：\n+193 1. 群 ID：`oc_c3f6b29ebed81faa131de4f4b2cc451e`\n+194 2. 使用 `feishu_im_user_message` 以用户身份发送\n+195 3. 消息类型用 `post`，content 格式：\n+196    ```json\n+197    {\n+198      \"zh_cn\": {\n+199        \"title\": \"\",\n+200        \"content\": [[\n+201          {\"tag\": \"at\", \"user_id\": \"ou_6704701935853844aa0bb466e1cb45bf\"},\n+202          {\"tag\": \"text\", \"text\": \" 具体指令\"}\n+203        ]]\n+204      }\n+205    }\n+206    ```\n+207 4. 机器人收到艾特后会执行指令（如打开/关闭 Todesk）\n+208 \n 192 ---\n 193 \n 194 ## 📥 Content Collector 配置\n 195 \n     ...","firstChangedLine":190},"isError":false,"timestamp":1774070207787}}
{"type":"message","id":"e3693c06","parentId":"4806af47","timestamp":"2026-03-21T05:16:51.744Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"已经更新了 MEMORY.md，记录了今天的操作：1. 生鲜龙虾/超市龙虾机器人的 ID\n2. 正确的艾特方法（使用 post 消息类型 + at 标签）\n3. 群 ID\n4. 远程控制示例","thinkingSignature":"23d8ede42cf952f88e17b618717a29f4292bfd2f1a58ac13389516e024dd88bf"},{"type":"text","text":"已经记下来啦！以后直接调用就知道怎么操作了~ 🦐\n\n**要点**：\n- 机器人 ID：`ou_6704701935853844aa0bb466e1cb45bf`\n- 群 ID：`oc_c3f6b29ebed81faa131de4f4b2cc451e`\n- 艾特方法：`post` 消息类型 + `at` 标签"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":9680,"output":147,"cacheRead":44664,"cacheWrite":0,"totalTokens":54491,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774070207807}}
{"type":"message","id":"11a3de73","parentId":"e3693c06","timestamp":"2026-03-21T06:11:06.645Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-03-21 14:11:05 GMT+8] Feishu[default] DM | ou_86def554b50f91972e2924a605ccf634 [msg:om_x100b54d72942186cc4ee856f7488007]\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"om_x100b54d72942186cc4ee856f7488007\",\n  \"sender_id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"sender\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"timestamp\": \"Sat 2026-03-21 14:11 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"id\": \"ou_86def554b50f91972e2924a605ccf634\",\n  \"name\": \"ou_86def554b50f91972e2924a605ccf634\"\n}\n```\n\n如何实现OpenClaw中多Agent高效协作"}],"timestamp":1774073466640}}
{"type":"message","id":"d87a9d35","parentId":"11a3de73","timestamp":"2026-03-21T06:11:12.227Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户在问如何实现 OpenClaw 中多 Agent 高效协作。这是一个技术问题，我需要搜索相关信息或者查看文档来回答。\n\n让我先搜索一下 OpenClaw 的相关文档或者技能。","thinkingSignature":"9f1443fc1bacc4a19bfd6d42829c038da85b0d287c8d9276b787156a24b3a096"},{"type":"toolCall","id":"call_function_pb2sj7v2mw1p_1","name":"web_search","arguments":{"query":"OpenClaw 多Agent 协作 subagent sessions_spawn","freshness":"year"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":159,"output":88,"cacheRead":0,"cacheWrite":54481,"totalTokens":54728,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774073466644}}
{"type":"message","id":"1a5646cd","parentId":"d87a9d35","timestamp":"2026-03-21T06:11:12.272Z","message":{"role":"toolResult","toolCallId":"call_function_pb2sj7v2mw1p_1","toolName":"web_search","content":[{"type":"text","text":"{\n  \"error\": \"unsupported_freshness\",\n  \"message\": \"freshness filtering is not supported by the gemini provider. Only Brave and Perplexity support freshness.\",\n  \"docs\": \"https://docs.openclaw.ai/tools/web\"\n}"}],"details":{"error":"unsupported_freshness","message":"freshness filtering is not supported by the gemini provider. Only Brave and Perplexity support freshness.","docs":"https://docs.openclaw.ai/tools/web"},"isError":false,"timestamp":1774073472254}}
{"type":"message","id":"3e7e107d","parentId":"1a5646cd","timestamp":"2026-03-21T06:11:15.401Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我不用 freshness 参数再搜索一下","thinkingSignature":"27ac961cf2ee002aae9e8ea292c396e8f0a9f6b7278485eb40317e9f63b05de7"},{"type":"toolCall","id":"call_function_6jimnzs01rwd_1","name":"web_search","arguments":{"query":"OpenClaw 多Agent 协作 subagent sessions_spawn"}}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":10131,"output":46,"cacheRead":44664,"cacheWrite":0,"totalTokens":54841,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1774073472273}}
{"type":"message","id":"fca9fa40","parentId":"3e7e107d","timestamp":"2026-03-21T06:11:36.372Z","message":{"role":"toolResult","toolCallId":"call_function_6jimnzs01rwd_1","toolName":"web_search","content":[{"type":"text","text":"{\n  \"query\": \"OpenClaw 多Agent 协作 subagent sessions_spawn\",\n  \"provider\": \"gemini\",\n  \"model\": \"gemini-2.5-flash\",\n  \"tookMs\": 20929,\n  \"externalContent\": {\n    \"untrusted\": true,\n    \"source\": \"web_search\",\n    \"provider\": \"gemini\",\n    \"wrapped\": true\n  },\n  \"content\": \"\\n<<<EXTERNAL_UNTRUSTED_CONTENT id=\\\"6c8daf09b8095d1c\\\">>>\\nSource: Web Search\\n---\\n在 OpenClaw 中，`sessions_spawn` 是一个关键工具，用于在多智能体协作环境中启动子智能体 (subagent) 会话。子智能体是主智能体派生出的临时工作者，旨在完成特定任务，而不会像主智能体那样拥有持久的内存和独立的工作空间。\\n\\n以下是关于 `sessions_spawn` 及其在 OpenClaw 多智能体协作中的作用的详细信息：\\n\\n**1. `sessions_spawn` 的功能**\\n`sessions_spawn` 命令用于在隔离的会话中启动一个子智能体运行。\\n\\n*   **非阻塞操作:** 它是一个非阻塞命令，会立即返回一个运行 ID。子智能体完成任务后，会将结果摘要或最终结果返回给请求者的聊天频道。\\n*   **会话隔离:** 子智能体在自己的会话中运行，其会话键格式为 `agent:<agentId>:subagent:<uuid>`。\\n*   **持久会话:** 对于需要持久线程绑定会话的场景，可以使用 `sessions_spawn` 并将 `thread` 参数设置为 `true`，`mode` 参数设置为 `\\\"session\\\"`。\\n*   **命令行调用:** `sessions_spawn` 也可以通过命令行界面调用，例如 `openclaw sessions spawn --task \\\"Implement feature X\\\"`。\\n\\n**2. 子智能体的特性与限制**\\n\\n*   **临时性:** 子智能体是临时的，具有明确的开始和结束，并在每次会话结束后自动归档。它们不拥有自己的持久内存或独立的工作空间，而是使用其父智能体的工作空间。\\n*   **任务导向:** 子智能体是为完成特定任务而设计的，而非扮演持久的角色。\\n*   **工具访问:** 子智能体默认无法访问会话工具，并且不允许自身再调用 `sessions_spawn` 来派生更深层次的子智能体。然而，允许嵌套派生是社区中一项被请求的功能。\\n*   **资源与成本:** 每个子智能体都有自己的上下文和 token 使用量。因此，可以为子智能体配置更经济的模型。\\n*   **身份验证:** 子智能体的身份验证通过智能体 ID 解析，主智能体的身份验证配置文件作为备用方案合并。\\n*   **安全性:** 如果请求会话处于沙盒模式，`sessions_spawn` 将拒绝在非沙盒模式下运行的目标。\\n*   **可靠性改进:** 最近的更新重构了子智能体的消息传递机制，采用状态机逻辑，显著提高了交付、路由和消息的可靠性。\\n\\n**3. 多智能体协作中的应用**\\n\\n*   **任务委托:** 在 OpenClaw 的多智能体系统中，主智能体可以作为协调者，通过 `sessions_spawn` 委托特定任务给子智能体，例如进行研究或执行代码。\\n*   **智能体间通信:** 除了子智能体机制，OpenClaw 还支持主智能体之间通过 `sessions_send` 进行通信。\\n*   **配置权限:** 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\"title\": \"github.com\"\n    },\n    {\n      \"url\": \"https://github.com/openclaw/openclaw/issues/17511\",\n      \"title\": \"github.com\"\n    },\n    {\n      \"url\": \"https://medium.com/@capodieci/ai-agents-016-security-first-openclaw-setup-sandboxing-dm-pairing-and-what-not-to-share-fb0003f685b4\",\n      \"title\": \"medium.com\"\n    },\n    {\n      \"url\": \"https://www.youtube.com/watch?v=uKzcoFaaAhc\",\n      \"title\": \"youtube.com\"\n    },\n    {\n      \"url\": \"https://www.reddit.com/r/openclaw/comments/1r2euvp/this_is_how_ive_learned_to_create_multiagent/\",\n      \"title\": \"reddit.com\"\n    },\n    {\n      \"url\": \"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG1tuQmZGdudE6mqJOq1UB5VwpQrSpfSyuHhJQXrV_bQh8sGy6OqT8vAAFfo0cE5DQSeE4aSesalQncppcGZqx3-_MJPndGBOG-mysZ3HreprkzIVf6_uOdmVGaNtVMF1KvHGgrO6_ahM0wiWJXCQ==\",\n      \"title\": \"answeroverflow.com\"\n    },\n    {\n      \"url\": \"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH0yBgTApkZ41BvxaLFi1DJtwtpIf9YITOI6dTZYqW5h8TbGakFP0m6AS-0ajfiwVH0_B3Dt6znuaVtqocM_clX4rpaNyVIQsRJfM_Kg4jv3q5D9LoBeJAKXmuopvfRGP9XrGDGfBhV5QDk\",\n      \"title\": \"github.com\"\n    }\n  ]\n}"}],"details":{"query":"OpenClaw 多Agent 协作 subagent sessions_spawn","provider":"gemini","model":"gemini-2.5-flash","tookMs":20929,"externalContent":{"untrusted":true,"source":"web_search","provider":"gemini","wrapped":true},"content":"\n<<<EXTERNAL_UNTRUSTED_CONTENT id=\"6c8daf09b8095d1c\">>>\nSource: Web Search\n---\n在 OpenClaw 中，`sessions_spawn` 是一个关键工具，用于在多智能体协作环境中启动子智能体 (subagent) 会话。子智能体是主智能体派生出的临时工作者，旨在完成特定任务，而不会像主智能体那样拥有持久的内存和独立的工作空间。\n\n以下是关于 `sessions_spawn` 及其在 OpenClaw 多智能体协作中的作用的详细信息：\n\n**1. `sessions_spawn` 的功能**\n`sessions_spawn` 命令用于在隔离的会话中启动一个子智能体运行。\n\n*   **非阻塞操作:** 它是一个非阻塞命令，会立即返回一个运行 ID。子智能体完成任务后，会将结果摘要或最终结果返回给请求者的聊天频道。\n*   **会话隔离:** 子智能体在自己的会话中运行，其会话键格式为 `agent:<agentId>:subagent:<uuid>`。\n*   **持久会话:** 对于需要持久线程绑定会话的场景，可以使用 `sessions_spawn` 并将 `thread` 参数设置为 `true`，`mode` 参数设置为 `\"session\"`。\n*   **命令行调用:** `sessions_spawn` 也可以通过命令行界面调用，例如 `openclaw sessions spawn --task \"Implement feature X\"`。\n\n**2. 子智能体的特性与限制**\n\n*   **临时性:** 子智能体是临时的，具有明确的开始和结束，并在每次会话结束后自动归档。它们不拥有自己的持久内存或独立的工作空间，而是使用其父智能体的工作空间。\n*   **任务导向:** 子智能体是为完成特定任务而设计的，而非扮演持久的角色。\n*   **工具访问:** 子智能体默认无法访问会话工具，并且不允许自身再调用 `sessions_spawn` 来派生更深层次的子智能体。然而，允许嵌套派生是社区中一项被请求的功能。\n*   **资源与成本:** 每个子智能体都有自己的上下文和 token 使用量。因此，可以为子智能体配置更经济的模型。\n*   **身份验证:** 子智能体的身份验证通过智能体 ID 解析，主智能体的身份验证配置文件作为备用方案合并。\n*   **安全性:** 如果请求会话处于沙盒模式，`sessions_spawn` 将拒绝在非沙盒模式下运行的目标。\n*   **可靠性改进:** 最近的更新重构了子智能体的消息传递机制，采用状态机逻辑，显著提高了交付、路由和消息的可靠性。\n\n**3. 多智能体协作中的应用**\n\n*   **任务委托:** 在 OpenClaw 的多智能体系统中，主智能体可以作为协调者，通过 `sessions_spawn` 委托特定任务给子智能体，例如进行研究或执行代码。\n*   **智能体间通信:** 除了子智能体机制，OpenClaw 还支持主智能体之间通过 `sessions_send` 进行通信。\n*   **配置权限:** `agents.list[].subagents.allowAgents` 配置项控制哪些智能体可以通过 `agentId` 参数进行派生。\n\n总而言之，`sessions_spawn` 是 OpenClaw 中实现多智能体协作的核心机制，它允许智能体动态地创建和管理临时工作者（子智能体），以有效地分担和执行复杂的任务。\n<<<END_EXTERNAL_UNTRUSTED_CONTENT 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{"type":"message","id":"3903d4c0","parentId":"fca9fa40","timestamp":"2026-03-21T06:11:54.353Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"很好，找到了很多有用的信息。让我整理一下回答用户。","thinkingSignature":"194e5436c7a35313ec26871011131076ed5ecd85c360739a602ab2fe55ab0478"},{"type":"text","text":"欢哥，关于 OpenClaw 多 Agent 高效协作，我给你整理一下核心方法：\n\n## 🚀 多 Agent 协作方案\n\n### 1. 子智能体模式 (`sessions_spawn`)\n\n最常用的协作方式，适合任务分解：\n\n```python\nsessions_spawn(\n    task=\"帮我分析这只股票的技术指标\",\n    runtime=\"subagent\",  # 或 \"acp\"\n    model=\"minimax-m2.5-lightning\",  # 子agent可以用更经济的模型\n    label=\"股票分析员\"\n)\n```\n\n**特点**：\n- 非阻塞：子 agent 完成后自动返回结果\n- 隔离运行：子 agent 有独立上下文，不影响主会话\n- 可配置：为子 agent 选性价比更高的模型\n\n### 2. 持久线程模式\n\n适合需要多轮交互的协作场景：\n\n```python\nsessions_spawn(\n    task=\"帮我代码审查\",\n    thread=True,      # 持久线程\n    mode=\"session\"    # 持续交互\n)\n```\n\n### 3. Agent 间通信 (`sessions_send`)\n\n主 agent 之间直接发消息：\n\n```python\nsessions_send(\n    sessionKey=\"agent:xxx:session:xxx\",\n    message=\"这是分析结果，请进一步处理\"\n)\n```\n\n---\n\n## 💡 高效协作技巧\n\n| 场景 | 推荐方式 |\n|------|----------|\n| 复杂任务拆分 | `sessions_spawn` 派生子 agent |\n| 并行处理 | 同时 spawn 多个子 agent |\n| 跨平台协作 | 结合 Telegram/Discord thread |\n| 持续对话 | `thread: true` + `mode: \"session\"` |\n\n---\n\n要我帮你设计一个具体的多 Agent 协作场景吗？比如股票分析 + 监控预警联动？🦐"}],"api":"anthropic-messages","provider":"minimax-portal","model":"MiniMax-M2.5","usage":{"input":11680,"output":376,"cacheRead":44664,"cacheWrite":0,"totalTokens":56720,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1774073496375}}
