[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CMXJSQMH704TCK129487VG":3,"skill-same:01M6CMXJSQMH704TCK129487VG":67},{"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":17,"publishedAt":35,"linkOnly":36,"markdownContent":37,"markdownBody":38,"frontMatter":39,"refName":40,"commitSha":41,"skillDirectory":42,"forksCount":43,"repositoryHtmlUrl":44,"repositoryHomepageUrl":6,"ownerHtmlUrl":45,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":46,"install":47,"resources":60},"01M6CMXJSQMH704TCK129487VG","qmd",null,"Fast local search for markdown files, notes, and docs using qmd CLI. Use instead of `find` for file discovery. Combines BM25 full-text search, vector semantic search, and LLM reranking—all running locally. Use when searching for files, finding code, locating documentation, or discovering content in indexed collections.","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\u002Fbheemreddy181\u002Fqmd-search\u002FSKILL.md",[],[5,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34],"content","files","use","find","text","markdown","discovery","fast","file","cli","vector","search","code","semantic search","notes","documentation","docs","2026-11-10 10:12:30",false,"---\nname: qmd\ndescription: Fast local search for markdown files, notes, and docs using qmd CLI. Use instead of `find` for file discovery. Combines BM25 full-text search, vector semantic search, and LLM reranking—all running locally. Use when searching for files, finding code, locating documentation, or discovering content in indexed collections.\n---\n\n# qmd — Fast Local Markdown Search\n\n## When to Use\n\n- **Finding files** — use instead of `find` across large directories (avoids hangs)\n- **Searching notes\u002Fdocs** — semantic or keyword search in indexed collections\n- **Code discovery** — find implementations, configs, or patterns\n- **Context gathering** — pull relevant snippets before answering questions\n\n## Quick Reference\n\n### Search (most common)\n\n```bash\n# Keyword search (BM25)\nqmd search \"alpaca API\" -c projects\n\n# Semantic search (understands meaning)\nqmd vsearch \"how to implement stop loss\"\n\n# Combined search with reranking (best quality)\nqmd query \"trading rules for breakouts\"\n\n# File paths only (fast discovery)\nqmd search \"config\" --files -c kell\n\n# Full document content\nqmd search \"pattern detection\" --full --line-numbers\n```\n\n### Collections\n\n```bash\n# List collections\nqmd collection list\n\n# Add new collection\nqmd collection add \u002Fpath\u002Fto\u002Ffolder --name myproject --mask \"*.md,*.py\"\n\n# Re-index after changes\nqmd update\n```\n\n### Get Files\n\n```bash\n# Get full file\nqmd get myproject\u002FREADME.md\n\n# Get specific lines\nqmd get myproject\u002Fconfig.py:50 -l 30\n\n# Get multiple files by glob\nqmd multi-get \"*.yaml\" -l 50 --max-bytes 10240\n```\n\n### Output Formats\n\n- `--files` — paths + scores (for file discovery)\n- `--json` — structured with snippets\n- `--md` — markdown formatted\n- `-n 10` — limit results\n\n## Tips\n\n1. **Always use collections** (`-c name`) to scope searches\n2. **Run `qmd update`** after adding new files\n3. **Use `qmd embed`** to enable vector search (one-time, takes a few minutes)\n4. **Prefer `qmd search --files`** over `find` for large directories\n\n## Models (auto-downloaded)\n\n- Embedding: embeddinggemma-300M\n- Reranking: qwen3-reranker-0.6b\n- Generation: Qwen3-0.6B\n\nAll run locally — no API keys needed.\n","# qmd — Fast Local Markdown Search\n\n## When to Use\n\n- **Finding files** — use instead of `find` across large directories (avoids hangs)\n- **Searching notes\u002Fdocs** — semantic or keyword search in indexed collections\n- **Code discovery** — find implementations, configs, or patterns\n- **Context gathering** — pull relevant snippets before answering questions\n\n## Quick Reference\n\n### Search (most common)\n\n```bash\n# Keyword search (BM25)\nqmd search \"alpaca API\" -c projects\n\n# Semantic search (understands meaning)\nqmd vsearch \"how to implement stop loss\"\n\n# Combined search with reranking (best quality)\nqmd query \"trading rules for breakouts\"\n\n# File paths only (fast discovery)\nqmd search \"config\" --files -c kell\n\n# Full document content\nqmd search \"pattern detection\" --full --line-numbers\n```\n\n### Collections\n\n```bash\n# List collections\nqmd collection list\n\n# Add new collection\nqmd collection add \u002Fpath\u002Fto\u002Ffolder --name myproject --mask \"*.md,*.py\"\n\n# Re-index after changes\nqmd update\n```\n\n### Get Files\n\n```bash\n# Get full file\nqmd get myproject\u002FREADME.md\n\n# Get specific lines\nqmd get myproject\u002Fconfig.py:50 -l 30\n\n# Get multiple files by glob\nqmd multi-get \"*.yaml\" -l 50 --max-bytes 10240\n```\n\n### Output Formats\n\n- `--files` — paths + scores (for file discovery)\n- `--json` — structured with snippets\n- `--md` — markdown formatted\n- `-n 10` — limit results\n\n## Tips\n\n1. **Always use collections** (`-c name`) to scope searches\n2. **Run `qmd update`** after adding new files\n3. **Use `qmd embed`** to enable vector search (one-time, takes a few minutes)\n4. **Prefer `qmd search --files`** over `find` for large directories\n\n## Models (auto-downloaded)\n\n- Embedding: embeddinggemma-300M\n- Reranking: qwen3-reranker-0.6b\n- Generation: Qwen3-0.6B\n\nAll run locally — no API keys needed.\n",{"name":5,"description":7},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fbheemreddy181\u002Fqmd-search",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":48,"prompt":58,"zipAvailable":59},[49,52,55],{"tool":50,"command":51},"npx","npx skills add kbarbel640-del\u002Fskills --skill qmd",{"tool":53,"command":54},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill qmd",{"tool":56,"command":57},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill qmd","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbheemreddy181\u002Fqmd-search\u002FSKILL.md",true,[61],{"path":62,"resourceType":63,"resourceTypeDesc":64,"sizeBytes":65,"sourceHtmlUrl":66},"_meta.json","REFERENCE","参考文档",279,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fbheemreddy181\u002Fqmd-search\u002F_meta.json",[68,97,125,146,152,172],{"skillNo":69,"name":70,"nameZh":6,"description":71,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":72,"categories":73,"keywords":79,"publishedAt":35},"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",[74],{"categoryNo":75,"categoryName":76,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[80,81,82,83,84,85,86,87,88,89,22,90,91,92,93,94,95,18,96],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","tool","system","improve","productivity","marketplace","https","ai agents",{"skillNo":98,"name":99,"nameZh":6,"description":100,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":101,"categories":102,"keywords":108,"publishedAt":35},"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",[103],{"categoryNo":104,"categoryName":105,"taxonomyType":106,"taxonomyTypeDesc":107},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[109,82,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,87,20],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking",{"skillNo":126,"name":127,"nameZh":6,"description":128,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":129,"categories":130,"keywords":134,"publishedAt":35},"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",[131],{"categoryNo":132,"categoryName":133,"taxonomyType":106,"taxonomyTypeDesc":107},"01JBSEEDCAT000000000000021","资料检索与研究",[135,136,137,138,139,140,141,83,142,123,20,143,82,144,145],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":147,"name":127,"nameZh":6,"description":128,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":148,"categories":149,"keywords":151,"publishedAt":35},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[150],{"categoryNo":132,"categoryName":133,"taxonomyType":106,"taxonomyTypeDesc":107},[138,137,136,135,145,140,141,83,139,123,20,142,143,82,144],{"skillNo":153,"name":154,"nameZh":6,"description":155,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":156,"categories":157,"keywords":158,"publishedAt":35},"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",[],[159,160,161,162,163,164,165,166,167,168,169,170,171],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":173,"name":174,"nameZh":6,"description":175,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":176,"categories":177,"keywords":182,"publishedAt":35},"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",[178,179],{"categoryNo":104,"categoryName":105,"taxonomyType":106,"taxonomyTypeDesc":107},{"categoryNo":180,"categoryName":181,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000037","律师与法务",[183,184,185,186,83,187,188,40,189,143,190,191,192,193,194,95,195,196,197],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]