[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DBWY1KAR3TGTM1XW5WMWDA":3,"skill-same:01M6DBWY1KAR3TGTM1XW5WMWDA":64},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":14,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":49,"install":50,"resources":63},"01M6DBWY1KAR3TGTM1XW5WMWDA","skill-scout",null,"Search local, marketplace, GitHub and web sources before creating a new skill. Use when the user wants to find, fork or build one. NOT for authoring it (use writing-skills).","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fskill-scout\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"skill scout","scout","writing","github","web","search","marketplace","find","user","use","build","community","new skill","local","authoring","2026-11-10 10:12:30",false,"---\nname: skill-scout\ndescription: Search local, marketplace, GitHub and web sources before creating a new skill. Use when the user wants to find, fork or build one. NOT for authoring it (use writing-skills).\norigin: community\n---\n\n# Skill Scout\n\nUse this skill before creating a new skill. The goal is to avoid duplicating\nexisting community or marketplace work, while still vetting anything external\nbefore adoption.\n\nSource: salvaged from stale community PR #1232 by `redminwang`.\n\n## When to Use\n\n- The user says \"create a skill\", \"build a skill\", \"make a skill\", or \"new\n  skill\".\n- The user asks \"is there a skill for X?\" or \"does a skill exist that does Y?\"\n- The user describes a workflow and you are about to suggest creating a new\n  skill.\n- The user wants to fork or extend an existing skill.\n\nIf the user explicitly says to skip search or create from scratch, acknowledge\nthat and proceed with the requested creation workflow.\n\n## How It Works\n\n### Step 1 - Capture Intent\n\nExtract:\n\n- The task the skill should perform.\n- The trigger conditions for using it.\n- The domain, tools, frameworks, or data sources involved.\n- Three to five search keywords plus useful synonyms.\n\n### Step 2 - Search Local Sources\n\nSearch installed and marketplace skill names first. Local sources are preferred\nbecause they are already part of the user's environment.\n\n```bash\nfind ~\u002F.claude\u002Fskills -maxdepth 2 -name SKILL.md 2>\u002Fdev\u002Fnull | grep -iE \"keyword|synonym\"\nfind ~\u002F.claude\u002Fplugins\u002Fmarketplaces -path '*\u002Fskills\u002F*\u002FSKILL.md' 2>\u002Fdev\u002Fnull | grep -iE \"keyword|synonym\"\n```\n\nThen search frontmatter descriptions:\n\n```bash\ngrep -RilE \"keyword|synonym\" ~\u002F.claude\u002Fskills ~\u002F.claude\u002Fplugins\u002Fmarketplaces 2>\u002Fdev\u002Fnull\n```\n\n### Step 3 - Search Remote Sources\n\nUse available GitHub and web search tools. Prefer concise queries:\n\n```bash\ngh search repos \"claude code skill keyword\" --limit 10 --sort stars\ngh search code \"name: keyword\" --filename SKILL.md --limit 10\n```\n\nFor web search, use at most three targeted queries such as:\n\n```text\n\"claude code skill\" keyword\n\"SKILL.md\" keyword\n\"everything-claude-code\" keyword\n```\n\n### Step 4 - Vet External Matches\n\nBefore recommending any external skill for adoption or forking:\n\n- Read the `SKILL.md` frontmatter and instructions.\n- Look for unexpected shell commands, file writes, network calls, credential\n  handling, or package installs.\n- Check whether the repository appears maintained.\n- Prefer copying into a fresh local branch and reviewing the diff over editing\n  marketplace originals.\n\n### Step 5 - Rank Results\n\nRank candidates by:\n\n1. Exact keyword match in the skill name.\n2. Keyword or synonym match in description.\n3. Local installed or marketplace source.\n4. Maintained GitHub source with recent activity.\n5. Web-only mention.\n\nCap the final list at 10 results.\n\n### Step 6 - Present Decision Options\n\nGive the user a short table:\n\n| Option | Meaning |\n| --- | --- |\n| Use existing | Invoke or install a matching skill as-is. |\n| Fork or extend | Copy the closest skill and modify it. |\n| Create fresh | Build a new skill after confirming no close match exists. |\n\nOnly create a new skill after the user chooses that path or after the search\nfinds no close match.\n\n## Examples\n\n### Result Table\n\n```markdown\n| # | Skill | Source | Why it matches | Gap |\n| --- | --- | --- | --- | --- |\n| 1 | article-writing | Local ECC | Drafts articles and guides | Not focused on release notes |\n| 2 | content-engine | Local ECC | Multi-format content workflow | Heavier than needed |\n| 3 | blog-writer | GitHub | Blog writing skill with recent commits | Needs security review |\n```\n\n### User-Facing Summary\n\n```markdown\nI found two close local matches and one external candidate. The closest fit is\n`article-writing`; it covers drafting and revision, but it does not include the\nrelease-note checklist you asked for. I can either use it as-is, fork it into a\nrelease-note variant, or create a fresh skill.\n```\n\n## Anti-Patterns\n\n- Do not jump directly to new skill creation when a search is reasonable.\n- Do not install external skills without reading them first.\n- Do not present a long unranked list of weak matches.\n- Do not treat web-only mentions as trusted sources.\n- Do not edit installed marketplace originals in place.\n\n## Related\n\n- `search-first` - General search-before-building workflow.\n- `skill-stocktake` - Audit installed skills for health, duplicates, and gaps.\n- `agent-sort` - Categorize and organize existing agents and skills.\n","# Skill Scout\n\nUse this skill before creating a new skill. The goal is to avoid duplicating\nexisting community or marketplace work, while still vetting anything external\nbefore adoption.\n\nSource: salvaged from stale community PR #1232 by `redminwang`.\n\n## When to Use\n\n- The user says \"create a skill\", \"build a skill\", \"make a skill\", or \"new\n  skill\".\n- The user asks \"is there a skill for X?\" or \"does a skill exist that does Y?\"\n- The user describes a workflow and you are about to suggest creating a new\n  skill.\n- The user wants to fork or extend an existing skill.\n\nIf the user explicitly says to skip search or create from scratch, acknowledge\nthat and proceed with the requested creation workflow.\n\n## How It Works\n\n### Step 1 - Capture Intent\n\nExtract:\n\n- The task the skill should perform.\n- The trigger conditions for using it.\n- The domain, tools, frameworks, or data sources involved.\n- Three to five search keywords plus useful synonyms.\n\n### Step 2 - Search Local Sources\n\nSearch installed and marketplace skill names first. Local sources are preferred\nbecause they are already part of the user's environment.\n\n```bash\nfind ~\u002F.claude\u002Fskills -maxdepth 2 -name SKILL.md 2>\u002Fdev\u002Fnull | grep -iE \"keyword|synonym\"\nfind ~\u002F.claude\u002Fplugins\u002Fmarketplaces -path '*\u002Fskills\u002F*\u002FSKILL.md' 2>\u002Fdev\u002Fnull | grep -iE \"keyword|synonym\"\n```\n\nThen search frontmatter descriptions:\n\n```bash\ngrep -RilE \"keyword|synonym\" ~\u002F.claude\u002Fskills ~\u002F.claude\u002Fplugins\u002Fmarketplaces 2>\u002Fdev\u002Fnull\n```\n\n### Step 3 - Search Remote Sources\n\nUse available GitHub and web search tools. Prefer concise queries:\n\n```bash\ngh search repos \"claude code skill keyword\" --limit 10 --sort stars\ngh search code \"name: keyword\" --filename SKILL.md --limit 10\n```\n\nFor web search, use at most three targeted queries such as:\n\n```text\n\"claude code skill\" keyword\n\"SKILL.md\" keyword\n\"everything-claude-code\" keyword\n```\n\n### Step 4 - Vet External Matches\n\nBefore recommending any external skill for adoption or forking:\n\n- Read the `SKILL.md` frontmatter and instructions.\n- Look for unexpected shell commands, file writes, network calls, credential\n  handling, or package installs.\n- Check whether the repository appears maintained.\n- Prefer copying into a fresh local branch and reviewing the diff over editing\n  marketplace originals.\n\n### Step 5 - Rank Results\n\nRank candidates by:\n\n1. Exact keyword match in the skill name.\n2. Keyword or synonym match in description.\n3. Local installed or marketplace source.\n4. Maintained GitHub source with recent activity.\n5. Web-only mention.\n\nCap the final list at 10 results.\n\n### Step 6 - Present Decision Options\n\nGive the user a short table:\n\n| Option | Meaning |\n| --- | --- |\n| Use existing | Invoke or install a matching skill as-is. |\n| Fork or extend | Copy the closest skill and modify it. |\n| Create fresh | Build a new skill after confirming no close match exists. |\n\nOnly create a new skill after the user chooses that path or after the search\nfinds no close match.\n\n## Examples\n\n### Result Table\n\n```markdown\n| # | Skill | Source | Why it matches | Gap |\n| --- | --- | --- | --- | --- |\n| 1 | article-writing | Local ECC | Drafts articles and guides | Not focused on release notes |\n| 2 | content-engine | Local ECC | Multi-format content workflow | Heavier than needed |\n| 3 | blog-writer | GitHub | Blog writing skill with recent commits | Needs security review |\n```\n\n### User-Facing Summary\n\n```markdown\nI found two close local matches and one external candidate. The closest fit is\n`article-writing`; it covers drafting and revision, but it does not include the\nrelease-note checklist you asked for. I can either use it as-is, fork it into a\nrelease-note variant, or create a fresh skill.\n```\n\n## Anti-Patterns\n\n- Do not jump directly to new skill creation when a search is reasonable.\n- Do not install external skills without reading them first.\n- Do not present a long unranked list of weak matches.\n- Do not treat web-only mentions as trusted sources.\n- Do not edit installed marketplace originals in place.\n\n## Related\n\n- `search-first` - General search-before-building workflow.\n- `skill-stocktake` - Audit installed skills for health, duplicates, and gaps.\n- `agent-sort` - Categorize and organize existing agents and skills.\n",{"name":5,"origin":35,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5",".agents\u002Fskills\u002Fskill-scout","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":51,"prompt":61,"zipAvailable":62},[52,55,58],{"tool":53,"command":54},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill skill-scout",{"tool":56,"command":57},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill skill-scout",{"tool":59,"command":60},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill skill-scout","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fskill-scout\u002FSKILL.md",true,[],[65,86,112,138,152,167],{"skillNo":66,"name":67,"nameZh":6,"description":68,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":69,"categories":70,"keywords":71,"publishedAt":39},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[72,73,74,75,76,77,78,79,80,33,81,82,83,84,85],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":87,"name":88,"nameZh":6,"description":89,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":90,"categories":91,"keywords":93,"publishedAt":39},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[92],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[94,95,96,97,98,99,100,101,102,103,104,105,106,107,33,108,109,37,110,111],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","do","MCP",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":124,"publishedAt":39},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[118,121],{"categoryNo":119,"categoryName":120,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":122,"categoryName":123,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[125,126,127,128,28,129,130,131,132,133,95,134,135,136,137],"review","visual","visual review","pages","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":139,"name":140,"nameZh":6,"description":141,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":142,"categories":143,"keywords":144,"publishedAt":39},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[140,145,146,147,148,149,150,151],"setup","report","project","installation","project setup","issues","state",{"skillNo":153,"name":154,"nameZh":6,"description":155,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":156,"categories":157,"keywords":159,"publishedAt":39},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[158],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[154,160,77,161,162,163,33,32,164,165,166],"start issue","issue","ready","work on issue","work","work on","development",{"skillNo":168,"name":145,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":172,"publishedAt":39},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[145,147,37,173,149,174],"files","interactive"]