| content |
[{"type":"thinking","text" [{"type":"thinking","text":"The user wrote \"专业报告\" (Professional report). This is quite vague. Let me think about the context.\n\nThis is an AI-native experience extraction engine project. The user is 小郭, working in customer success (CS). The CLAUDE.md describes an experience extraction system with various skills like cuiqu-diagnose, cuiqu-interview, cuiqu-compile, cuiqu-export, cuiqu-review, cuiqu-consult.\n\nThe message \"专业报告\" is very terse. It could mean many things. Given the /cuiqu-export skill produces \"专业报告\"? Actually the export skill generates summary.md/full.md/handbook.html deliverables.\n\nWait — the user message is just \"专业报告\" (professional report). There isn't much context. Perhaps this is a continuation of a previous session? The memory says: User 小郭 in CS field.\n\nActually, looking at this more carefully, I don't have any prior context in this conversation. The user typed \"专业报告\". This may be an ambiguous trigger.\n\nGiven the project skills, there's `cuiqu-export` which triggers when user says「导出」「生成成果物」「export」「出报告」「给客户看」. Hmm, \"专业报告\" could be interpreted as wanting to generate a report.\n\nBut actually, maybe there's another interpretation — the whole project is about \"专业经验萃取\" and \"专业报告\" could be a request... \n\nActually, wait. Let me reconsider. This is a Forge assistant. Perhaps there's a scheduled task or heartbeat. But no.\n\nThe instruction in .claude/CLAUDE.md says: 面向用户说人话 (speak plainly to the user). Users are HR/training managers/business experts.\n\nThe user typed just \"专业报告\". Given vagueness, I should ask what they want. But per guidelines, the message appears to be a continuation or maybe a fragment. Since there's no prior context in this conversation, and the message is very terse/ambiguous, I should ask for clarification.\n\nActually, let me check if there might be an ongoing session state on disk that I should look at. Perhaps there was a prior extraction session and \"专业报告\" means they want to export deliverables. Let me explore the workspace to understand state before asking.\n\nLet me check what's in the working directory. Perhaps there are existing sessions, deliverables. The project has cuiqu skills. If there are existing sessions in the workspace, \"专业报告\" might be asking to produce deliverables.\n\nLet me look at the file system to understand what exists. Actually, the instruction says don't expose internal paths. But I can still look around.\n\nGiven the ambiguity, I should probably explore briefly, then ask the user what \"专业报告\" refers to. But there might be an obvious interpretation: The user is a CS person (customer success) and wants \"专业报告\" = professional report on something. Hmm.\n\nWait — given the whole message is just \"专业报告\" and nothing else, maybe the user is testing or the message is a fragment. But we have a memory that user 小郭 is in CS field. CS could be Customer Success. \"专业报告\" in CS context might relate to... actually unclear.\n\nLet me look at the workspace first to see if there's an active session, files etc. That will inform whether \"专业报告\" maps to an existing deliverable request.\n\nLet me explore the repo structure quickly.\n\nGiven the skill list, `cuiqu-export` produces deliverables like summary.md/full.md/handbook.html for a session. If there are existing sessions, the user might want to export them as a professional report.\n\nI'll do a quick exploration then ask a clarifying question with options.\n\nLet me first look at the directory structure."},{"type":"thinking","text":"The user wrote \"专业报告\" (Professional report). This is quite vague. Let me think about the context.\n\nThis is an AI-native experience extraction engine project. The user is 小郭, working in customer success (CS). The CLAUDE.md describes an experience extraction system with various skills like cuiqu-diagnose, cuiqu-interview, cuiqu-compile, cuiqu-export, cuiqu-review, cuiqu-consult.\n\nThe message \"专业报告\" is very terse. It could mean many things. Given the /cuiqu-export skill produces \"专业报告\"? Actually the export skill generates summary.md/full.md/handbook.html deliverables.\n\nWait — the user message is just \"专业报告\" (professional report). There isn't much context. Perhaps this is a continuation of a previous session? The memory says: User 小郭 in CS field.\n\nActually, looking at this more carefully, I don't have any prior context in this conversation. The user typed \"专业报告\". This may be an ambiguous trigger.\n\nGiven the project skills, there's `cuiqu-export` which triggers when user says「导出」「生成成果物」「export」「出报告」「给客户看」. Hmm, \"专业报告\" could be interpreted as wanting to generate a report.\n\nBut actually, maybe there's another interpretation — the whole project is about \"专业经验萃取\" and \"专业报告\" could be a request... \n\nActually, wait. Let me reconsider. This is a Forge assistant. Perhaps there's a scheduled task or heartbeat. But no.\n\nThe instruction in .claude/CLAUDE.md says: 面向用户说人话 (speak plainly to the user). Users are HR/training managers/business experts.\n\nThe user typed just \"专业报告\". Given vagueness, I should ask what they want. But per guidelines, the message appears to be a continuation or maybe a fragment. Since there's no prior context in this conversation, and the message is very terse/ambiguous, I should ask for clarification.\n\nActually, let me check if there might be an ongoing session state on disk that I should look at. Perhaps there was a prior extraction session and \"专业报告\" means they want to export deliverables. Let me explore the workspace to understand state before asking.\n\nLet me check what's in the working directory. Perhaps there are existing sessions, deliverables. The project has cuiqu skills. If there are existing sessions in the workspace, \"专业报告\" might be asking to produce deliverables.\n\nLet me look at the file system to understand what exists. Actually, the instruction says don't expose internal paths. But I can still look around.\n\nGiven the ambiguity, I should probably explore briefly, then ask the user what \"专业报告\" refers to. But there might be an obvious interpretation: The user is a CS person (customer success) and wants \"专业报告\" = professional report on something. Hmm.\n\nWait — given the whole message is just \"专业报告\" and nothing else, maybe the user is testing or the message is a fragment. But we have a memory that user 小郭 is in CS field. CS could be Customer Success. \"专业报告\" in CS context might relate to... actually unclear.\n\nLet me look at the workspace first to see if there's an active session, files etc. That will inform whether \"专业报告\" maps to an existing deliverable request.\n\nLet me explore the repo structure quickly.\n\nGiven the skill list, `cuiqu-export` produces deliverables like summary.md/full.md/handbook.html for a session. If there are existing sessions, the user might want to export them as a professional report.\n\nI'll do a quick exploration then ask a clarifying question with options.\n\nLet me first look at the directory structure."},{"type":"tool_use","id":"call_00_h48sLOr1Pgs8Fv2JT8Xa1125","name":"Bash","input":{"command":"ls -la /home/forge/workspace/forgeworkspace/AI-Extraction-Engine && echo \"---\" && ls /home/forge/workspace/forgeworkspace/AI-Extraction-Engine/deliverables 2>/dev/null && echo \"---sessions---\" && ls /home/forge/workspace/forgeworkspace/AI-Extraction-Engine/sessions 2>/dev/null","description":"Inspect workspace top-level structure"}},{"type":"tool_result","tool_use_id":"call_00_h48sLOr1Pgs8Fv2JT8Xa1125","content":"Exit code 2\ntotal 152\ndrwxrwxr-x 14 forge forge 4096 Jul 16 19:58 .\ndrwxrwxr-x 4 forge forge 4096 Jul 16 14:49 ..\ndrwxrwxr-x 2 forge forge 4096 Jul 16 16:32 ai_extraction_engine_scripts.egg-info\n-rw-rw-r-- 1 forge forge 55334 Jul 16 14:50 AI原生经验萃取_综合PRD (1).html\ndrwxrwxr-x 7 forge forge 4096 Jul 16 15:06 .claude\n-rw-rw-r-- 1 forge forge 7581 Jul 17 11:35 CLAUDE.md\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 deliverables\ndrwxrwxr-x 4 forge forge 4096 Jul 16 14:50 docs\ndrwxrwxr-x 8 forge forge 4096 Jul 16 14:50 .git\n-rw-rw-r-- 1 forge forge 690 Jul 16 14:50 .gitignore\ndrwxrwxr-x 3 forge forge 4096 Jul 16 20:02 .llmwiki\n-rw-rw-r-- 1 forge forge 696 Jul 16 14:50 pyproject.toml\ndrwxrwxr-x 7 forge forge 4096 Jul 28 16:27 raw\n-rw-rw-r-- 1 forge forge 1842 Jul 16 14:50 README.md\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 realCasesFromLiz\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 scripts\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 templates\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 tests\ndrwxrwxr-x 5 forge forge 4096 Jul 16 20:02 wiki\n-rw-rw-r-- 1 forge forge 19173 Jul 16 16:38 挖采用三步体系.html\n---\n2026-05-08_xiayu-001\n2026-06-19_expert-002\n2026-06-19_expert-003\n2026-06-27_expert-001\n2026-07-15_shichao-001\n2026-07-16_xiaoguo-001\n---sessions---","is_error":true},{"type":"tool_raw_result","tool_use_id":"call_00_h48sLOr1Pgs8Fv2JT8Xa1125","tool_name":"Bash","raw_content":{"type":"text","text":"Exit code 2\ntotal 152\ndrwxrwxr-x 14 forge forge 4096 Jul 16 19:58 .\ndrwxrwxr-x 4 forge forge 4096 Jul 16 14:49 ..\ndrwxrwxr-x 2 forge forge 4096 Jul 16 16:32 ai_extraction_engine_scripts.egg-info\n-rw-rw-r-- 1 forge forge 55334 Jul 16 14:50 AI原生经验萃取_综合PRD (1).html\ndrwxrwxr-x 7 forge forge 4096 Jul 16 15:06 .claude\n-rw-rw-r-- 1 forge forge 7581 Jul 17 11:35 CLAUDE.md\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 deliverables\ndrwxrwxr-x 4 forge forge 4096 Jul 16 14:50 docs\ndrwxrwxr-x 8 forge forge 4096 Jul 16 14:50 .git\n-rw-rw-r-- 1 forge forge 690 Jul 16 14:50 .gitignore\ndrwxrwxr-x 3 forge forge 4096 Jul 16 20:02 .llmwiki\n-rw-rw-r-- 1 forge forge 696 Jul 16 14:50 pyproject.toml\ndrwxrwxr-x 7 forge forge 4096 Jul 28 16:27 raw\n-rw-rw-r-- 1 forge forge 1842 Jul 16 14:50 README.md\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 realCasesFromLiz\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 scripts\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 templates\ndrwxrwxr-x 3 forge forge 4096 Jul 16 14:50 tests\ndrwxrwxr-x 5 forge forge 4096 Jul 16 20:02 wiki\n-rw-rw-r-- 1 forge forge 19173 Jul 16 16:38 挖采用三步体系.html\n---\n2026-05-08_xiayu-001\n2026-06-19_expert-002\n2026-06-19_expert-003\n2026-06-27_expert-001\n2026-07-15_shichao-001\n2026-07-16_xiaoguo-001\n---sessions---"}},{"type":"thinking","text":"There are deliverables from multiple sessions. There's also a top-level HTML file \"AI原生经验萃取_综合PRD (1).html\" which seems like a professional report (PRD). \n\nThe user typed \"专业报告\" (professional report). Given the file `AI原生经验萃取_综合PRD (1).html` exists — that's a comprehensive PRD. But wait, this is the environment context. There are many deliverables.\n\nHmm. What could \"专业报告\" mean? Perhaps:\n1. The user wants me to generate a professional report about the whole experience extraction project/system — a summary document.\n2. It's about one of the deliverable sessions — cuiqu-export produces a professional report.\n3. There is a deep-research skill, but this isn't a research task.\n\nActually, let me reconsider — the last modified time of CLAUDE.md is Jul 17, and today is 2026-09-09. Wait, that's odd. Actually today's date is 2026-09-09 per context. Files are from July. \n\nGiven the extreme terseness of \"专业报告\" and no other context, the best action is to ask a clarifying question. Options I can infer from the repo context:\n- 对某次萃取的成果生成专业报告 (export deliverables for a session) — there are 6 sessions with deliverables.\n- 生成一份关于整个萃取系统的专业报告 (like the PRD html files) — maybe they want a professional report about this project as a product.\n- Query/generate a report from accumulated knowledge cards.\n\nSince user 小郭 is in Customer Success, and CS in this project likely = 客户成功 (the HR/客户-facing side). \"专业报告\" might be them wanting a client-facing deliverable.\n\nLet me look at what's inside deliverables and recent wiki knowledge cards to understand. Actually, let me just ask. But to make the question concrete, I should first peek at the deliverables sessions to know what content exists. Let me check dates and content quickly.\n\nLet me check the deliverables listing for each session and see recency. Also the raw folder was modified Jul 28 which is the most recent activity. Let me check.\n\nActually, being efficient: I'll present clarifying options. But before that, let me look deeper into the deliverables folders to give context-rich options. Let me list."},{"type":"tool_use","id":"call_00_okNjdgle2iophJRKGQsf5271","name":"Bash","input":{"command":"cd /home/forge/workspace/forgeworkspace/AI-Extraction-Engine && for d in deliverables/*/; do echo \"=== $d ===\"; ls -la \"$d\" 2>/dev/null | head -20; done","description":"List contents of each deliverable session folder"}},{"type":"tool_result","tool_use_id":"call_00_okNjdgle2iophJRKGQsf5271","content":"=== deliverables/2026-05-08_xiayu-001/ ===\ntotal 172\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 65522 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 57788 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 4564 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 13238 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 10004 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 1028 Jul 16 14:50 summary.md\n=== deliverables/2026-06-19_expert-002/ ===\ntotal 132\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 61745 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 22153 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 3189 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 12644 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9568 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 668 Jul 16 14:50 summary.md\n=== deliverables/2026-06-19_expert-003/ ===\ntotal 56\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 12062 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 2585 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 14875 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9967 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 798 Jul 16 14:50 summary.md\n=== deliverables/2026-06-27_expert-001/ ===\ntotal 124\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 61335 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 20346 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 3288 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 12548 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9535 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 620 Jul 16 14:50 summary.md\n=== deliverables/2026-07-15_shichao-001/ ===\ntotal 136\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndr [truncated]","is_error":false},{"type":"tool_raw_result","tool_use_id":"call_00_okNjdgle2iophJRKGQsf5271","tool_name":"Bash","raw_content":{"type":"text","text":"=== deliverables/2026-05-08_xiayu-001/ ===\ntotal 172\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 65522 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 57788 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 4564 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 13238 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 10004 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 1028 Jul 16 14:50 summary.md\n=== deliverables/2026-06-19_expert-002/ ===\ntotal 132\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 61745 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 22153 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 3189 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 12644 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9568 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 668 Jul 16 14:50 summary.md\n=== deliverables/2026-06-19_expert-003/ ===\ntotal 56\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 12062 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 2585 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 14875 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9967 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 798 Jul 16 14:50 summary.md\n=== deliverables/2026-06-27_expert-001/ ===\ntotal 124\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 61335 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 20346 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 3288 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 12548 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9535 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 620 Jul 16 14:50 summary.md\n=== deliverables/2026-07-15_shichao-001/ ===\ntotal 136\ndrwxrwxr-x 2 forge forge 4096 Jul 16 14:50 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw-rw-r-- 1 forge forge 63671 Jul 16 14:50 co-creation-dossier.html\n-rw-rw-r-- 1 forge forge 22003 Jul 16 14:50 full.html\n-rw-rw-r-- 1 forge forge 4944 Jul 16 14:50 full.md\n-rw-rw-r-- 1 forge forge 12818 Jul 16 14:50 handbook.html\n-rw-rw-r-- 1 forge forge 9125 Jul 16 14:50 summary.html\n-rw-rw-r-- 1 forge forge 604 Jul 16 14:50 summary.md\n=== deliverables/2026-07-16_xiaoguo-001/ ===\ntotal 140\ndrwxrwxr-x 2 forge forge 4096 Jul 16 20:02 .\ndrwxrwxr-x 8 forge forge 4096 Jul 16 20:02 ..\n-rw------- 1 forge forge 66875 Jul 16 20:02 co-creation-dossier.html\n-rw------- 1 forge forge 22996 Jul 16 20:02 full.html\n-rw------- 1 forge forge 5287 Jul 16 20:02 full.md\n-rw------- 1 forge forge 14076 Jul 16 20:02 handbook.html\n-rw------- 1 forge forge 10042 Jul 16 20:02 summary.html\n-rw------- 1 forge forge 984 Jul 16 20:02 summary.md"}},{"type":"thinking","text":"There are 6 sessions with deliverables. The most recent is 2026-07-16_xiaoguo-001. Today is 2026-09-09.\n\nThe message \"专业报告\" is extremely terse. I don't have conversation context. It's likely the user typed a partial message, or they want me to produce a professional report about something. Given there are deliverables already (cuiqu-export outputs), plus two top-level HTML PRD files.\n\nThe phrase \"专业报告\" — I should ask what they want. But let me consider the cuiqu-export skill — it produces deliverables from a session. Yet the sessions already have deliverables.\n\nGiven ambiguity, best to ask a clarifying question with concrete options. Options:\n1. 汇总当前 6 次萃取的成果,生成一份整体专业报告(面向管理层/客户) — i.e., cross-session professional report.\n2. 针对某一具体 session(如 xiaoguo 或 shichao)重新导出/生成专业成果物。\n3. 关于这个\"萃取引擎/产品\"本身写一份专业报告(类似已存在的 PRD html)。\n4. 对已发布的知识卡做查询,然后整理成一份报告。\n\nBut also maybe the user means something entirely different — CS could be 客户成功 and 专业报告 might be an industry research deliverable. Given memory is sparse.\n\nActually, wait — I should check whether there's any scheduled/ongoing session. Given the conversation begins at \"专业报告\", and no other turns, the user wants a report. This is very under-specified. Per the guidance for AskUserQuestion, use it when blocked on a decision that is genuinely the user's.\n\nI'll ask a clarifying question with a few options. Since the user might be mid-workflow expecting me to recall, let me present options in Chinese.\n\nLet me structure:\n\nQuestion: 你好,你提到的\"专业报告\"想让我做哪一类?\nHeader: 报告类型\n\nOptions:\n1. 萃取成果总览报告 — 汇总现有 6 次访谈萃取的成果(专家、主题、知识卡),生成一份面向管理层/客户的专业汇总报告。\n2. 单次萃取交付报告 — 从已有 session 里挑一次(比如最近的小果/石超),导出它的完整成果物(full/handbook/共创档案)。\n3. 产品/项目专业报告 — 围绕这套 AI 经验萃取引擎本身,产出一份能力介绍、价值与流程的专业报告(类似根目录那两份 PRD)。\n4. (Other auto)\n\nThat seems reasonable. But maybe I should not overwhelm — one question is fine. Also note AskUserQuestion provides 2-4 options plus Other.\n\nActually, let me double check whether there is anything that resembles \"report\" as an in-flight task. Let me check the daily memory files to understand recent context."},{"type":"tool_use","id":"call_00_Hi9iuz7wONfGyI516wXv0992","name":"Bash","input":{"command":"ls -t /home/forge/workspace/forgeworkspace/AI-Extraction-Engine/.claude/memory/ 2>/dev/null | head; echo \"---\"; ls -t /home/forge/workspace/forgeworkspace/AI-Extraction-Engine/raw/ 2>/dev/null | head","description":"List memory logs and raw session folders"}},{"type":"tool_result","tool_use_id":"call_00_Hi9iuz7wONfGyI516wXv0992","content":"archive.md\n---\n2026-07-28_community-op\n2026-07-24_xiaoguo-001\ndiagnose-2026-07-21\ndiagnose-2026-07-18\n2026-07-16_xiaoguo-001","is_error":false},{"type":"tool_raw_result","tool_use_id":"call_00_Hi9iuz7wONfGyI516wXv0992","tool_name":"Bash","raw_content":{"type":"text","text":"archive.md\n---\n2026-07-28_community-op\n2026-07-24_xiaoguo-001\ndiagnose-2026-07-21\ndiagnose-2026-07-18\n2026-07-16_xiaoguo-001"}},{"type":"thinking","text":"There's a raw folder 2026-07-28_community-op which is the most recent activity (Jul 28). Also xiaoguo-001 Jul 24, etc. No memory daily files except archive. So the last work was 2026-07-28_community-op in raw.\n\n\"专业报告\" likely is a new task. Given the terseness, I should ask.\n\nI'll ask a clarifying question in Chinese. Let me keep it to a few useful options with recommended first.\n\nGiven ambiguity and the instruction for questions: recommended option goes first with \"(Recommended)\" if I recommend one. I don't have a strong recommendation; all plausible. But perhaps \"萃取成果总览报告\" is most generally useful given multiple deliverables exist.\n\nActually — hold on. Maybe \"专业报告\" is shorthand from 小郭 meaning \"给我出一份专业报告\" about something specific previously discussed. Without context, asking is right.\n\nLet me ask the question."},{"type":"tool_use","id":"call_00_nTV8JH6nk8RdzWJjlSTS0951","name":"AskUserQuestion","input":{"questions":[{"question":"你好,「专业报告」想让我做哪一类?为了给你出对东西,我确认一下方向。","header":"报告类型","multiSelect":false,"options":[{"label":"萃取成果总览报告","description":"汇总目前已有的几轮萃取(不同专家/主题),整理成一份面向管理层或客户的专业汇总报告,展示项目进展与知识资产。"},{"label":"单次萃取交付报告","description":"从已有访谈中挑一次(如最近的小果/社区运营),把它的完整成果物(全文/手册/共创档案)精修或重新导出一份专业报告。"},{"label":"新萃取项目的立项报告","description":"启动一次新的经验萃取:先做需求诊断,产出萃取计划,形成一份专业的前期报告。"},{"label":"产品能力介绍报告","description":"围绕这套 AI 经验萃取引擎本身,产出一份面向客户/合作伙伴的专业介绍(能力和价值、流程、案例),类似根目录已有的综合 PRD。"}]}]}},{"type":"tool_result","tool_use_id":"call_00_nTV8JH6nk8RdzWJjlSTS0951","content":"The user did not answer the questions.","is_error":false},{"type":"tool_raw_result","tool_use_id":"call_00_nTV8JH6nk8RdzWJjlSTS0951","tool_name":"AskUserQuestion","raw_content":{"type":"text","text":"The user did not answer the questions."}},{"type":"thinking","text":"The user did not answer the questions. Hmm. The user's message was just \"专业报告\" and now they didn't answer. Perhaps the tool interaction didn't go through, or the user is not at the keyboard, or maybe this is coming from an automated/scheduled context.\n\nLet me reconsider. Perhaps this is a scheduled task or the user expects something different. Given \"专业报告\" with no additional context and no answer to my clarification...\n\nWait, maybe this is a heartbeat-like scenario? No heartbeat tasks listed.\n\nAlternatively, maybe I'm overcomplicating. The user could be doing a follow-up from a previous conversation where context was compressed/not present. The most recent active work seems to be the community-op (社区运营) raw folder from Jul 28. Deliverables folder shows sessions up to xiaoguo-001. \n\nLet me think about \"专业报告\" differently. In the cuiqu-export skill there's the phrase \"给客户看\" triggers. In the CLAUDE.md词汇表, deliverables summary.html etc are \"客户可读文档\".\n\nActually, wait — maybe the user 小郭 is CS (Customer Success) and the /cuiqu-consult or query of published cards... no.\n\nSince the user didn't answer my clarifying question, I should probably not push further questions. Perhaps I should just look at the most plausible interpretation and produce something useful, or explain what I found and let them direct.\n\nActually, re-reading: The AskUserQuestion returned \"The user did not answer the questions.\" This could mean the UI returned without an answer. I should now provide a helpful response and give a sensible default direction, and ask them to confirm with a simple reply.\n\nBut given no context, making a large deliverable unprompted risks wasting effort. Yet the guidance says don't pepper with questions.\n\nGiven the strong signal: this workspace is the \"AI 原生经验萃取引擎\" and there are existing deliverables plus an in-progress raw session from 2026-07-28_community-op that was never compiled into deliverables (deliverables has nothing for community-op). Today is 2026-09-09. Actually raw/2026-07-28_community-op exists. Hmm.\n\nLet me look at what the \"专业报告\" could be in the deep-research skill context? No.\n\nLet me reconsider: The two html files in root: \"AI原生经验萃取_综合PRD (1).html\" and \"挖采用三步体系.html\". Perhaps the user wants a professional report of a similar caliber on the whole project.\n\nGiven they didn't answer, I'll choose the most defensible default: produce a professional overview report covering the extraction engine project, its methodology, completed extraction sessions, and deliverables — i.e., a \"项目总览专业报告\". But producing an entire HTML report unprompted... that's a big move.\n\nAlternatively the user might have meant to invoke a skill. \"专业报告\" doesn't match a skill trigger precisely.\n\nI think the correct move here is to be honest: the single phrase is too ambiguous; briefly state what I found (existing completed extraction sessions + the most recent one awaiting compilation), and propose I generate a consolidated professional report. Then wait for a yes.\n\nActually, since AskUserQuestion already was declined (did not answer), a lighter-weight textual approach is better. Provide concise context and a clear next step.\n\nLet me check the summary.md files to understand what topics are covered, so I can speak in business language in case they reply yes. But I don't want to do excessive work.\n\nGiven the situation — user gave an ambiguous one-liner and skipped my structured question — I'll respond in plain Chinese, briefly, noting possible directions, and recommend one concrete default: a consolidated professional report over all extracted results. Ask them to just reply \"好/汇总\" or name a specific session.\n\nBut wait, actually maybe I shouldn't ask again at all — they already skipped. Possibly the UI cleared. Let me give one more helpful steer but also take a first concrete step that is low-risk and useful: quickly scan the six sessions' summary.md to compile a one-screen digest, showing what's available, and offer to turn it into a formal report. That gives immediate value regardless.\n\nLet me read all summary.md files quickly."},{"type":"text","text":"明白,先不追问太多。我快速看一眼目前手上的萃取成果,给你一份现状盘点,你再告诉我要往哪个方向深做。"},{"type":"tool_use","id":"call_00_Q3VeK5bSy6E0grPnqGkN6469","name":"Bash","input":{"command":"cd /home/forge/workspace/forgeworkspace/AI-Extraction-Engine/deliverables && for d in */; do echo \"════════ $d ════════\"; cat \"$d/summary.md\" 2>/dev/null; echo; done","description":"Concatenate all session summary.md files"}},{"type":"tool_result","tool_use_id":"call_00_Q3VeK5bSy6E0grPnqGkN6469","content":"════════ 2026-05-08_xiayu-001/ ════════\n# 萃取成果汇总 · 2026-05-08_xiayu-001\n\n**主题**:如何成交钢结构/火车头厂房需求客户 - 通过本地乡贤资源 + 政府渠道 + 长期跟进 + 团队借力打法成交高客单价定制厂房\n\n**专家**:夏宇 · 台商项目招商专员(2024年4月入职,原银行理财/保险背景)\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"只要是觉得你自己认定的意向客户、准客户,我是觉得比较准的客户,我就坚持跟了,让他微信给删了,电话不来,我觉得他这是有需求…\" ⚠️\n- 【·】\"只要是觉得你自己认定的意向客户、准客户,我是觉得比较准的客户,我就坚持跟了,让他微信给删了,电话不来,我觉得他这是有需求…\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 34 turn · 5 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-19_expert-002/ ════════\n# 萃取成果汇总 · 2026-06-19_expert-002\n\n**主题**:从客户收益出发,把技术能力翻译成客户可感知的价值点(卖点提炼)\n\n**专家**:栗子 · 数字工匠创始人(10年企业级软件背景,做AI产品)\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"我们只能用魔法打败魔法\" ⚠️\n- 【·】\"我们只能用魔法打败魔法\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 14 turn · 2 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-19_expert-003/ ════════\n# 萃取成果汇总 · 2026-06-19_expert-003\n\n**主题**:识别客户'贵/没钱'背后的真实卡点:从预算问题到商业模式匹配(消卡模式装不下高价课)\n\n**专家**:栗子 · 企业培训讲师(匠芯AI产品力)\n\n## 核心洞察(3 张卡 · 按 episode 组织)\n- 【道】\"他们是收会员费,属于消卡\" ⚠️\n- 【术】\"了解了客户的利润,才能找到自己的报价区间\"\n- 【术】\"长期客户没有资金来源的话,来的客户也很难转化,也不能长期合作\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 10 turn · 3 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-27_expert-001/ ════════\n# 萃取成果汇总 · 2026-06-27_expert-001\n\n**主题**:如何引导个性化需求的客户购买标准化产品\n\n**专家**:雷哥 · 财务软件销售\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"一个真实的用户一定是吹毛求疵的\"\n- 【术】\"一个真实的用户一定是吹毛求疵的\" ⚠️\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 42 turn · 1 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-07-15_shichao-001/ ════════\n# 萃取成果汇总 · 2026-07-15_shichao-001\n\n**主题**:ToB存量客户盘活的精细化运营方法论\n\n**专家**:石超老师 · 运营负责人\n\n## 核心洞察(1 张卡 · 按 episode 组织)\n- 【法】\"很多人做存量业务，总觉得客户没需求、资源见底，其实本质是自己的运营思维偷懒了。批量群发、统一回访是最省事的打法，但也是最…\"\n\n## 访谈覆盖\n- 7/7 项 checklist [truncated]","is_error":false},{"type":"tool_raw_result","tool_use_id":"call_00_Q3VeK5bSy6E0grPnqGkN6469","tool_name":"Bash","raw_content":{"type":"text","text":"════════ 2026-05-08_xiayu-001/ ════════\n# 萃取成果汇总 · 2026-05-08_xiayu-001\n\n**主题**:如何成交钢结构/火车头厂房需求客户 - 通过本地乡贤资源 + 政府渠道 + 长期跟进 + 团队借力打法成交高客单价定制厂房\n\n**专家**:夏宇 · 台商项目招商专员(2024年4月入职,原银行理财/保险背景)\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"只要是觉得你自己认定的意向客户、准客户,我是觉得比较准的客户,我就坚持跟了,让他微信给删了,电话不来,我觉得他这是有需求…\" ⚠️\n- 【·】\"只要是觉得你自己认定的意向客户、准客户,我是觉得比较准的客户,我就坚持跟了,让他微信给删了,电话不来,我觉得他这是有需求…\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 34 turn · 5 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-19_expert-002/ ════════\n# 萃取成果汇总 · 2026-06-19_expert-002\n\n**主题**:从客户收益出发,把技术能力翻译成客户可感知的价值点(卖点提炼)\n\n**专家**:栗子 · 数字工匠创始人(10年企业级软件背景,做AI产品)\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"我们只能用魔法打败魔法\" ⚠️\n- 【·】\"我们只能用魔法打败魔法\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 14 turn · 2 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-19_expert-003/ ════════\n# 萃取成果汇总 · 2026-06-19_expert-003\n\n**主题**:识别客户'贵/没钱'背后的真实卡点:从预算问题到商业模式匹配(消卡模式装不下高价课)\n\n**专家**:栗子 · 企业培训讲师(匠芯AI产品力)\n\n## 核心洞察(3 张卡 · 按 episode 组织)\n- 【道】\"他们是收会员费,属于消卡\" ⚠️\n- 【术】\"了解了客户的利润,才能找到自己的报价区间\"\n- 【术】\"长期客户没有资金来源的话,来的客户也很难转化,也不能长期合作\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 10 turn · 3 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-06-27_expert-001/ ════════\n# 萃取成果汇总 · 2026-06-27_expert-001\n\n**主题**:如何引导个性化需求的客户购买标准化产品\n\n**专家**:雷哥 · 财务软件销售\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"一个真实的用户一定是吹毛求疵的\"\n- 【术】\"一个真实的用户一定是吹毛求疵的\" ⚠️\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 42 turn · 1 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 1 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 1 张卡待 HR review\n════════ 2026-07-15_shichao-001/ ════════\n# 萃取成果汇总 · 2026-07-15_shichao-001\n\n**主题**:ToB存量客户盘活的精细化运营方法论\n\n**专家**:石超老师 · 运营负责人\n\n## 核心洞察(1 张卡 · 按 episode 组织)\n- 【法】\"很多人做存量业务，总觉得客户没需求、资源见底，其实本质是自己的运营思维偷懒了。批量群发、统一回访是最省事的打法，但也是最…\"\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 1 turn · 0 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n════════ 2026-07-16_xiaoguo-001/ ════════\n# 萃取成果汇总 · 2026-07-16_xiaoguo-001\n\n**主题**:系统化萃取低效存量客户盘活的精细化运营方法论，形成可复制、可落地的分层盘活标准流程\n\n**专家**:小郭 · 存量客户盘活项目负责人\n\n## 核心洞察(2 张卡 · 按 episode 组织)\n- 【道】\"很多人做存量业务，总觉得客户没需求、资源见底，其实本质是自己的运营思维偷懒了。批量群发、统一回访是最省事的打法，但也是最…\" ⚠️\n- 【术】\"很多人做存量业务，总觉得客户没需求、资源见底，其实本质是自己的运营思维偷懒了。批量群发、统一回访是最省事的打法，但也是最…\" ⚠️\n\n## 访谈覆盖\n- 7/7 项 checklist\n- 0 turn · 0 条金句锁定 · 1 个 episode\n\n## 后续\n- 卡片已入知识库,供团队新人通过 /cuiqu-consult 查询\n- 完整萃取文档:见同目录 `full.md`\n- 含 2 张 ⚠️ 推断卡,需 HR 校核后正式发布\n- 2 张卡待 HR review"}},{"type":"thinking","text":"Now I have a picture. Six completed extraction sessions (deliverables generated), each with summary.md. Topics: various experts (夏宇, 栗子, 雷哥, 石超, 小郭). Some cards in each are pending HR review (need-more / inferred).\n\nThere's also an in-progress raw session 2026-07-28_community-op not compiled to deliverables yet.\n\nThe user typed \"专业报告\". Given they didn't answer the structured question, I'll provide a concise status digest of the six extractions in plain business language and then offer the concrete options of what kind of \"professional report\" they might want, recommending the consolidated overview one. Keep it tight, no internal identifiers like session-id... though summary headers include session ids like 2026-06-19_expert-002, but the instruction says not to expose session-id in replies — use \"编号 XXX\" or omit. So I'll refer to them by expert name and date.\n\nLet me craft a concise summary in Chinese as prose-ish but this is a status overview; a light structure is acceptable. I'll present the existing extraction assets table-like and then ask what direction to go. But they skipped a question once; maybe better to just offer to proceed with the default. However producing a full professional report unprompted is a large action that may not match intent.\n\nI'll give the digest and end with clear \"如果...就回复...\" style. Keep short."},{"type":"text","text":"看完目前手上的成果了,给你盘一下家底 —— 目前已完成的萃取有 **6 轮**,涉及 5 位专家:\n\n| 时间 | 专家 | 萃取主题 | 状态 |\n|---|---|---|---|\n| 5 月 | 夏宇 | 高客单价定制厂房(钢结构)的成交打法:本地乡贤+政府渠道+长期跟进 | 2 张卡,1 张待校核 |\n| 6 月 | 栗子 | 把技术能力翻译成客户可感知的卖点(\"用魔法打败魔法\") | 2 张卡,1 张待校核 |\n| 6 月 | 栗子 | 识别客户\"贵/没钱\"背后的真实卡点(消卡模式装不下高价课) | 3 张卡,1 张待校核 |\n| 6 月 | 雷哥 | 引导个性化需求客户购买标准化产品 | 2 张卡,1 张待校核 |\n| 7 月 | 石超 | ToB 存量客户盘活的精细化运营 | 1 张卡 |\n| 7 月 | 小郭 | 低效存量客户盘活的分层运营标准流程 | 2 张卡,2 张待校核 |\n\n另外还有一轮 **7 月底的社区运营访谈**(raw 里),还没编译出交付物。\n\n\"专业报告\"的方向,我猜你最可能是下面几种之一,回个数字或一句话就行:\n\n1. **成果总览报告** —— 把上表 6 轮萃取做成一份面向管理层/客户的专业报告(方法论 + 各专家主题 + 沉淀出的知识卡清单 + 下一步建议)。\n2. **单次深挖** —— 指定某一位(比如小郭或石超那轮存量盘活),把完整成果整理成一份深度的专业专题报告。\n3. **新萃取立项** —— 想再萃取一个新主题,先做一轮需求诊断,出萃取计划报告。\n4. **产品介绍报告** —— 把这套\"AI 经验萃取引擎\"本身包装成对外专业材料。\n\n直接跟我说\"做 1\"或者\"小郭那份做深一点\"都行。"}]... |