[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FSA86JN625FNQBESZ4F4MK":3,"skill-same:01M6FSA86JN625FNQBESZ4F4MK":89},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M6FSA86JN625FNQBESZ4F4MK","audit-case-rag",null,"Local-first, event-driven RAG for commercial real estate audit & investigation case folders. Index a case directory named like \"项目问题编号__标题\" (with stage subfolders such as 01_policy_basis\u002F02_process\u002F04_settlement_payment) and query it with citations (file:\u002F\u002F links + PDF","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000002","文档处理","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"audit case rag","rag","audit","case","local","links","with","event","commercial real estate","event-driven","as","stage","PDF","query","payment","commercial","first","Citations","file","policy","2026-11-10 10:12:30",false,"---\nname: audit-case-rag\ndescription: Local-first, event-driven RAG for commercial real estate audit & investigation case folders. Index a case directory named like \"项目问题编号__标题\" (with stage subfolders such as 01_policy_basis\u002F02_process\u002F04_settlement_payment) and query it with citations (file:\u002F\u002F links + PDF #page). Use when you need to organize 50-200 mixed documents (PDF\u002FDOCX\u002FPPTX\u002FXLSX) per case, enforce case_id+stage filtering, retrieve evidence fast, and answer questions with page-level references for workpapers, 整改闭环, or 举报线索调查.\n---\n\n# audit-case-rag\n\nThis skill packages a **local-only** workflow to build a searchable evidence index for a single audit\u002Finvestigation case and query it with **page-level citations**.\n\n## Workflow\n\n### 0) Prepare a case folder (事件驱动)\nCreate a case directory named:\n- `\u003C项目问题编号>__\u003C标题>`\n\nInside, use stage folders (stage is inferred from folder name):\n- `01_policy_basis\u002F` (basis) — 制度\u002F流程\u002F授权\n- `02_process\u002F` (process) — 招采\u002F定标\u002F过程证据\n- `03_contract\u002F` (contract) — 合同\u002F补充协议\n- `04_settlement_payment\u002F` (payment) — 结算\u002F付款\u002F发票\u002F验收\n- `05_comm\u002F` (comm) — 邮件\u002F会议纪要\u002FIM\n- `06_interviews\u002F` (interview) — 访谈\u002F笔录\u002F询证\n- `07_workpapers\u002F` (workpaper) — 底稿\u002F抽样\u002F复核表\n- `09_rectification\u002F` (rectification) — 整改\u002F闭环\n\nFull template: `references\u002Fcase-folder-template.md`\n\n### 1) Install dependencies (local)\nFrom the skill folder (or copy the script into your repo):\n\n```bash\npython3 -m venv .venv\nsource .venv\u002Fbin\u002Factivate\npip install -r scripts\u002Frequirements.txt\n```\n\nLibreOffice is recommended for Office→PDF page citations:\n- `soffice` must be available (PATH) or pass `--soffice \u002Fpath\u002Fto\u002Fsoffice`.\n\n### 2) Index the case\n\n```bash\n.\u002Fscripts\u002Faudit_case_rag.py index \\\n  --case-dir \"\u002Fpath\u002Fto\u002F\u003C项目问题编号>__\u003C标题>\" \\\n  --out-dir  \"\u002Fpath\u002Fto\u002Faudit_rag_db\"\n```\n\nOutputs:\n- `manifest.jsonl` written into the case directory\n- `audit_rag_db\u002F\u003Ccase_id>.joblib` (persistent local index)\n\n### 3) Query with event filters\n\n```bash\n.\u002Fscripts\u002Faudit_case_rag.py query \\\n  --case \"\u003C项目问题编号>\" \\\n  --stage payment \\\n  \"付款节点是否倒挂？请给出处页码\"\n```\n\nNotes:\n- Evidence lines include clickable `file:\u002F\u002F...#page=N` citations when possible.\n- Retrieval is **hybrid**: embedding recall + TF‑IDF rerank (alpha configurable).\n\n## Safety\u002FPrivacy\n- No cloud APIs. Everything runs locally.\n- Do not commit outputs (indices, converted PDFs) to git.\n","# audit-case-rag\n\nThis skill packages a **local-only** workflow to build a searchable evidence index for a single audit\u002Finvestigation case and query it with **page-level citations**.\n\n## Workflow\n\n### 0) Prepare a case folder (事件驱动)\nCreate a case directory named:\n- `\u003C项目问题编号>__\u003C标题>`\n\nInside, use stage folders (stage is inferred from folder name):\n- `01_policy_basis\u002F` (basis) — 制度\u002F流程\u002F授权\n- `02_process\u002F` (process) — 招采\u002F定标\u002F过程证据\n- `03_contract\u002F` (contract) — 合同\u002F补充协议\n- `04_settlement_payment\u002F` (payment) — 结算\u002F付款\u002F发票\u002F验收\n- `05_comm\u002F` (comm) — 邮件\u002F会议纪要\u002FIM\n- `06_interviews\u002F` (interview) — 访谈\u002F笔录\u002F询证\n- `07_workpapers\u002F` (workpaper) — 底稿\u002F抽样\u002F复核表\n- `09_rectification\u002F` (rectification) — 整改\u002F闭环\n\nFull template: `references\u002Fcase-folder-template.md`\n\n### 1) Install dependencies (local)\nFrom the skill folder (or copy the script into your repo):\n\n```bash\npython3 -m venv .venv\nsource .venv\u002Fbin\u002Factivate\npip install -r scripts\u002Frequirements.txt\n```\n\nLibreOffice is recommended for Office→PDF page citations:\n- `soffice` must be available (PATH) or pass `--soffice \u002Fpath\u002Fto\u002Fsoffice`.\n\n### 2) Index the case\n\n```bash\n.\u002Fscripts\u002Faudit_case_rag.py index \\\n  --case-dir \"\u002Fpath\u002Fto\u002F\u003C项目问题编号>__\u003C标题>\" \\\n  --out-dir  \"\u002Fpath\u002Fto\u002Faudit_rag_db\"\n```\n\nOutputs:\n- `manifest.jsonl` written into the case directory\n- `audit_rag_db\u002F\u003Ccase_id>.joblib` (persistent local index)\n\n### 3) Query with event filters\n\n```bash\n.\u002Fscripts\u002Faudit_case_rag.py query \\\n  --case \"\u003C项目问题编号>\" \\\n  --stage payment \\\n  \"付款节点是否倒挂？请给出处页码\"\n```\n\nNotes:\n- Evidence lines include clickable `file:\u002F\u002F...#page=N` citations when possible.\n- Retrieval is **hybrid**: embedding recall + TF‑IDF rerank (alpha configurable).\n\n## Safety\u002FPrivacy\n- No cloud APIs. Everything runs locally.\n- Do not commit outputs (indices, converted PDFs) to git.\n",{"name":5,"description":7},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fjack4world\u002Faudit-case-rag",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add kbarbel640-del\u002Fskills --skill audit-case-rag",{"tool":61,"command":62},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill audit-case-rag",{"tool":64,"command":65},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill audit-case-rag","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002FSKILL.md",true,[69,75,79,85],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"_meta.json","REFERENCE","参考文档",284,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002F_meta.json",{"path":76,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":77,"sourceHtmlUrl":78},"references\u002Fcase-folder-template.md",667,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002Freferences\u002Fcase-folder-template.md",{"path":80,"resourceType":81,"resourceTypeDesc":82,"sizeBytes":83,"sourceHtmlUrl":84},"scripts\u002Faudit_case_rag.py","SCRIPT","脚本",11561,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002Fscripts\u002Faudit_case_rag.py",{"path":86,"resourceType":81,"resourceTypeDesc":82,"sizeBytes":87,"sourceHtmlUrl":88},"scripts\u002Frequirements.txt",176,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fjack4world\u002Faudit-case-rag\u002Fscripts\u002Frequirements.txt",[90,120,147,168,174,194],{"skillNo":91,"name":92,"nameZh":6,"description":93,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":94,"categories":95,"keywords":101,"publishedAt":43},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[96],{"categoryNo":97,"categoryName":98,"taxonomyType":99,"taxonomyTypeDesc":100},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[102,103,104,29,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119],"crowd prompting","prompting","api","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":121,"name":122,"nameZh":6,"description":123,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":124,"categories":125,"keywords":129,"publishedAt":43},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[126],{"categoryNo":127,"categoryName":128,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[130,104,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,108,146],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking","use",{"skillNo":148,"name":149,"nameZh":6,"description":150,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":151,"categories":152,"keywords":156,"publishedAt":43},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[153],{"categoryNo":154,"categoryName":155,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究",[157,158,159,160,161,162,163,29,164,144,146,165,104,166,167],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":169,"name":149,"nameZh":6,"description":150,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":173,"publishedAt":43},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[172],{"categoryNo":154,"categoryName":155,"taxonomyType":20,"taxonomyTypeDesc":21},[160,159,158,157,167,162,163,29,161,144,146,164,165,104,166],{"skillNo":175,"name":176,"nameZh":6,"description":177,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":178,"categories":179,"keywords":180,"publishedAt":43},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[181,182,183,184,185,186,187,188,189,190,191,192,193],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":195,"name":196,"nameZh":6,"description":197,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":198,"categories":199,"keywords":204,"publishedAt":43},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[200,201],{"categoryNo":127,"categoryName":128,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":202,"categoryName":203,"taxonomyType":99,"taxonomyTypeDesc":100},"01JBSEEDCAT000000000000037","律师与法务",[205,206,207,208,29,36,209,48,210,165,211,212,213,214,215,117,216,217,218],"agent constitution","constitution","contracts","tree","base","log","check","Rules","projects","compliance","actions","state","governance","github"]