[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MVB6RGD1F1FNWTY6QX3HEM":3,"skill-same:01M6MVB6RGD1F1FNWTY6QX3HEM":90},{"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":54,"updatedAt":55,"install":56,"resources":69},"01M6MVB6RGD1F1FNWTY6QX3HEM","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","Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\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],"rag","audit case rag","audit","case","local","for","links","with","event","commercial real estate","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","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","PDF及文件\u002Faudit-case-rag",1,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification","https:\u002F\u002Fgithub.com\u002FKernel8901","a little little little dobe in life but science geek","2026-04-05 16:43:56",{"source":8,"skillName":5,"commands":57,"prompt":67,"zipAvailable":68},[58,61,64],{"tool":59,"command":60},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill audit-case-rag",{"tool":62,"command":63},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill audit-case-rag",{"tool":65,"command":66},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill audit-case-rag","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\u002Faudit-case-rag\u002FSKILL.md",true,[70,76,80,86],{"path":71,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":74,"sourceHtmlUrl":75},"_meta.json","REFERENCE","参考文档",284,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\u002Faudit-case-rag\u002F_meta.json",{"path":77,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":78,"sourceHtmlUrl":79},"references\u002Fcase-folder-template.md",667,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\u002Faudit-case-rag\u002Freferences\u002Fcase-folder-template.md",{"path":81,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":84,"sourceHtmlUrl":85},"scripts\u002Faudit_case_rag.py","SCRIPT","脚本",11561,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\u002Faudit-case-rag\u002Fscripts\u002Faudit_case_rag.py",{"path":87,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":88,"sourceHtmlUrl":89},"scripts\u002Frequirements.txt",176,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FPDF及文件\u002Faudit-case-rag\u002Fscripts\u002Frequirements.txt",[91,115,148,159,169,198],{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":97,"publishedAt":43},"01M6Q5R6WZ06RRB9RQTW54B34B","zyfai","Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial subaccount (Safe) linked to their EOA, enables automated yield optimization, and lets them deposit\u002Fwithdraw anytime.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzyfai-sdk\u002FSKILL.md",[],[93,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114],"safe","ethereum","defi","Optimization","user","use","Wallet","base","deposit","withdraw","yield","arbitrum","non-custodial","passive","defi yield","earn","yield optimization",{"skillNo":116,"name":117,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":118,"categories":119,"keywords":131,"publishedAt":43},"01M6Q5R337B5JSNER4P4YS03TN","zerion-api","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api\u002FSKILL.md",[120,123,126],{"categoryNo":121,"categoryName":122,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":127,"categoryName":128,"taxonomyType":129,"taxonomyTypeDesc":130},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[132,133,134,135,136,137,138,100,139,104,140,141,142,143,36,144,145,146,147],"api","zerion api","zerion","MCP","mcp server","server","blockchain","transactions","crypto wallet","crypto","evm","solana","across","positions","token","prices",{"skillNo":149,"name":150,"nameZh":6,"description":6,"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},"01M6Q5QZFYTDAZMZ27BN5VZXAR","zerion-api-skill","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-skill\u002FSKILL.md",[153,154,155],{"categoryNo":121,"categoryName":122,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":127,"categoryName":128,"taxonomyType":129,"taxonomyTypeDesc":130},[132,157,158,133,134,135,136,137,138,100,139,104,141,142,143,36,144,145,146,147],"api skill","zerion api skill",{"skillNo":160,"name":161,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":162,"categories":163,"keywords":167,"publishedAt":43},"01M6Q5QW17QW98RA3FE45E4RD8","zerion-api-mcp","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-mcp\u002FSKILL.md",[164,165,166],{"categoryNo":121,"categoryName":122,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":124,"categoryName":125,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":127,"categoryName":128,"taxonomyType":129,"taxonomyTypeDesc":130},[135,132,168,133,134,136,137,100,139,104,140,141,142,143,36,144,145,146,147],"zerion api mcp",{"skillNo":170,"name":171,"nameZh":6,"description":172,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":173,"categories":174,"keywords":178,"publishedAt":43},"01M6Q5QQYZB7A501BDEQWKGSJT","yahoo-finance-forex","Fetches real-time FOREX news and market data from Yahoo Finance for major currency pairs (EUR\u002FUSD, GBP\u002FUSD, USD\u002FJPY, etc.). Analyzes sentiment and provides trading context.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-forex\u002FSKILL.md",[175],{"categoryNo":176,"categoryName":177,"taxonomyType":129,"taxonomyTypeDesc":130},"01JBSEEDCAT000000000000040","财务",[179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,28],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data",{"skillNo":199,"name":200,"nameZh":6,"description":201,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":202,"categories":203,"keywords":205,"publishedAt":43},"01M6Q5QM6VS84WZVM7BKXXPF32","yahoo-finance","This skill should be used when the user asks to \"get stock prices\", \"check stock quotes\", \"look up earnings\", \"get financial data\", \"find trending stocks\", or needs stock market data from Yahoo Finance.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-cli\u002FSKILL.md",[204],{"categoryNo":176,"categoryName":177,"taxonomyType":129,"taxonomyTypeDesc":130},[179,180,182,206,207,208,209,210,211,190,27,212,213,214,215,216,217,218,147,197],"cli","homebrew","find","check","brew","up","get","stock","link","trending","sf","quotes","ln"]