[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CK01WXVFA40FHP3FJS4VRC":3,"skill-same:01M6CK01WXVFA40FHP3FJS4VRC":48},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":14,"categories":15,"keywords":16,"publishedAt":17,"linkOnly":18,"markdownContent":19,"markdownBody":19,"frontMatter":20,"refName":21,"commitSha":22,"skillDirectory":23,"forksCount":24,"repositoryHtmlUrl":25,"repositoryHomepageUrl":6,"ownerHtmlUrl":26,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":27,"install":28,"resources":41},"01M6CK01WXVFA40FHP3FJS4VRC","clawrag",null,"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\u002F2dogsandanerd\u002Fclawrag\u002FSKILL.md",[],[5],"2026-11-10 10:12:30",false,"# ClawRAG Connector\n\n**The Brain for OpenClaw** - Self-hosted RAG engine with hybrid search.\n\n> ⚠️ This skill requires Docker. It connects OpenClaw to your local ClawRAG instance.\n\n## What is ClawRAG?\n\nProduction-ready RAG infrastructure that keeps your data local:\n- ? **Privacy-first**: Vector DB runs on your machine\n- ? **Hybrid Search**: Semantic + Keyword (BM25) + RRF ranking\n- ? **Smart Ingestion**: PDFs, Office docs, Markdown via Docling\n- ? **MCP-native**: Seamless OpenClaw integration\n\n## Installation\n\n### Step 1: Start ClawRAG (Docker)\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002F2dogsandanerd\u002FClawRag.git\ncd ClawRag\ncp .env.example .env\ndocker compose up -d\n```\n\nWait for http:\u002F\u002Flocalhost:8080\u002Fhealth to return OK.\n\n### Step 2: Connect OpenClaw\n```bash\nopenclaw mcp add --transport stdio clawrag npx -y @clawrag\u002Fmcp-server\n```\n\n### Verification\nTest your setup:\n```bash\ncurl http:\u002F\u002Flocalhost:8080\u002Fapi\u002Fv1\u002Frag\u002Fcollections\n```\n\n## Features\n\n| Capability | Description |\n|------------|-------------|\n| Document Upload | PDF, DOCX, TXT, MD via API or folder |\n| Hybrid Query | Vector similarity + keyword matching |\n| Citations | Source tracking for all answers |\n| Multi-Collection | Organize knowledge by project |\n\n## Requirements\n\n- Docker + Docker Compose\n- 4GB+ RAM (8GB recommended for local LLM)\n- Or: OpenAI\u002FAnthropic API key for cloud LLM\n\n## Architecture\n\n```\nOpenClaw ◄──MCP──► @clawrag\u002Fmcp-server ◄──HTTP──► ClawRAG API (localhost:8080)\n                                           │\n                                           ▼\n                                    ┌─────────────┐\n                                    │  ChromaDB   │\n                                    │  (vectors)  │\n                                    └─────────────┘\n```\n\n## Links\n\n- ? Full Docs: https:\u002F\u002Fgithub.com\u002F2dogsandanerd\u002FClawRag#readme\n- ? API Reference: http:\u002F\u002Flocalhost:8080\u002Fdocs (when running)\n- ? Issues: https:\u002F\u002Fgithub.com\u002F2dogsandanerd\u002FClawRag\u002Fissues\n- ? MCP Package: https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@clawrag\u002Fmcp-server\n\n## Tags\n\nrag, vector, memory, search, documents, self-hosted, privacy, mcp, local-ai\n\n---\n\n## Metadata für ClawHub-Upload:\n\n| Feld | Wert |\n|------|------|\n| **Slug** | `clawrag` |\n| **Display name** | `ClawRAG - Self-hosted RAG & Memory` |\n| **Version** | `1.2.0` |\n| **Tags** | `rag`, `vector`, `memory`, `search`, `documents`, `self-hosted`, `privacy`, `mcp`, `local-ai` |\n\n## Changelog für Version 1.2.0\n\n### 1.2.0 - Initial ClawHub Release\n\n- Connector skill for OpenClaw integration\n- MCP server support (@clawrag\u002Fmcp-server v1.1.0)\n- Docker-first deployment\n- Hybrid search (Vector + BM25)",{},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002F2dogsandanerd\u002Fclawrag",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":7,"skillName":5,"commands":29,"prompt":39,"zipAvailable":40},[30,33,36],{"tool":31,"command":32},"npx","npx skills add kbarbel640-del\u002Fskills --skill clawrag",{"tool":34,"command":35},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill clawrag",{"tool":37,"command":38},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill clawrag","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002F2dogsandanerd\u002Fclawrag\u002FSKILL.md",true,[42],{"path":43,"resourceType":44,"resourceTypeDesc":45,"sizeBytes":46,"sourceHtmlUrl":47},"_meta.json","REFERENCE","参考文档",300,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002F2dogsandanerd\u002Fclawrag\u002F_meta.json",[49,80,109,130,136,156],{"skillNo":50,"name":51,"nameZh":6,"description":52,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":53,"categories":54,"keywords":60,"publishedAt":17},"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",[55],{"categoryNo":56,"categoryName":57,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":91,"publishedAt":17},"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",[86],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[92,63,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,68,108],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking","use",{"skillNo":110,"name":111,"nameZh":6,"description":112,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":113,"categories":114,"keywords":118,"publishedAt":17},"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",[115],{"categoryNo":116,"categoryName":117,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000021","资料检索与研究",[119,120,121,122,123,124,125,64,126,106,108,127,63,128,129],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":131,"name":111,"nameZh":6,"description":112,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":132,"categories":133,"keywords":135,"publishedAt":17},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[134],{"categoryNo":116,"categoryName":117,"taxonomyType":89,"taxonomyTypeDesc":90},[122,121,120,119,129,124,125,64,123,106,108,126,127,63,128],{"skillNo":137,"name":138,"nameZh":6,"description":139,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":140,"categories":141,"keywords":142,"publishedAt":17},"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",[],[143,144,145,146,147,148,149,150,151,152,153,154,155],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":157,"name":158,"nameZh":6,"description":159,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":160,"categories":161,"keywords":166,"publishedAt":17},"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",[162,163],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":164,"categoryName":165,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000037","律师与法务",[167,168,169,170,64,171,172,21,173,127,174,175,176,177,178,77,179,180,181],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]