[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCY9WNKE751ZHPNR2FYNYN":3,"skill-same:01M6DCY9WNKE751ZHPNR2FYNYN":90},{"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":26,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6DCY9WNKE751ZHPNR2FYNYN","search-first",null,"Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.","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\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fsearch-first\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31,32,33,34,35,36,37,38],"search","first","search first","writing","research","workflow","libraries","code","Tools","coding","researcher","patterns","2026-11-10 10:12:30",false,"---\nname: search-first\ndescription: Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.\norigin: ECC\n---\n\n# \u002Fsearch-first — Research Before You Code\n\nSystematizes the \"search for existing solutions before implementing\" workflow.\n\n## Trigger\n\nUse this skill when:\n- Starting a new feature that likely has existing solutions\n- Adding a dependency or integration\n- The user asks \"add X functionality\" and you're about to write code\n- Before creating a new utility, helper, or abstraction\n\n## Workflow\n\n```\n┌─────────────────────────────────────────────┐\n│  1. NEED ANALYSIS                           │\n│     Define what functionality is needed      │\n│     Identify language\u002Fframework constraints  │\n├─────────────────────────────────────────────┤\n│  2. PARALLEL SEARCH (researcher agent)      │\n│     ┌──────────┐ ┌──────────┐ ┌──────────┐  │\n│     │  npm \u002F   │ │  MCP \u002F   │ │  GitHub \u002F │  │\n│     │  PyPI    │ │  Skills  │ │  Web      │  │\n│     └──────────┘ └──────────┘ └──────────┘  │\n├─────────────────────────────────────────────┤\n│  3. EVALUATE                                │\n│     Score candidates (functionality, maint, │\n│     community, docs, license, deps)         │\n├─────────────────────────────────────────────┤\n│  4. DECIDE                                  │\n│     ┌─────────┐  ┌──────────┐  ┌─────────┐  │\n│     │  Adopt  │  │  Extend  │  │  Build   │  │\n│     │ as-is   │  │  \u002FWrap   │  │  Custom  │  │\n│     └─────────┘  └──────────┘  └─────────┘  │\n├─────────────────────────────────────────────┤\n│  5. IMPLEMENT                               │\n│     Install package \u002F Configure MCP \u002F       │\n\n### Decision Matrix\n### How to Use\n### Quick Mode (inline)\n### Full Mode (agent)\n### Search Shortcuts by Category\n### Development Tooling\n### AI\u002FLLM Integration\n### Data & APIs\n### Content & Publishing\n### Integration Points\n### With planner agent\n","# \u002Fsearch-first — Research Before You Code\n\nSystematizes the \"search for existing solutions before implementing\" workflow.\n\n## Trigger\n\nUse this skill when:\n- Starting a new feature that likely has existing solutions\n- Adding a dependency or integration\n- The user asks \"add X functionality\" and you're about to write code\n- Before creating a new utility, helper, or abstraction\n\n## Workflow\n\n```\n┌─────────────────────────────────────────────┐\n│  1. NEED ANALYSIS                           │\n│     Define what functionality is needed      │\n│     Identify language\u002Fframework constraints  │\n├─────────────────────────────────────────────┤\n│  2. PARALLEL SEARCH (researcher agent)      │\n│     ┌──────────┐ ┌──────────┐ ┌──────────┐  │\n│     │  npm \u002F   │ │  MCP \u002F   │ │  GitHub \u002F │  │\n│     │  PyPI    │ │  Skills  │ │  Web      │  │\n│     └──────────┘ └──────────┘ └──────────┘  │\n├─────────────────────────────────────────────┤\n│  3. EVALUATE                                │\n│     Score candidates (functionality, maint, │\n│     community, docs, license, deps)         │\n├─────────────────────────────────────────────┤\n│  4. DECIDE                                  │\n│     ┌─────────┐  ┌──────────┐  ┌─────────┐  │\n│     │  Adopt  │  │  Extend  │  │  Build   │  │\n│     │ as-is   │  │  \u002FWrap   │  │  Custom  │  │\n│     └─────────┘  └──────────┘  └─────────┘  │\n├─────────────────────────────────────────────┤\n│  5. IMPLEMENT                               │\n│     Install package \u002F Configure MCP \u002F       │\n\n### Decision Matrix\n### How to Use\n### Quick Mode (inline)\n### Full Mode (agent)\n### Search Shortcuts by Category\n### Development Tooling\n### AI\u002FLLM Integration\n### Data & APIs\n### Content & Publishing\n### Integration Points\n### With planner agent\n",{"name":5,"origin":44,"description":7},"ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fsearch-first","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":52,"prompt":62,"zipAvailable":63},[53,56,59],{"tool":54,"command":55},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill search-first",{"tool":57,"command":58},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill search-first",{"tool":60,"command":61},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill search-first","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fsearch-first\u002FSKILL.md",true,[65,70,76,80,84],{"path":66,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":68,"sourceHtmlUrl":69},"LICENSE","许可证",20131,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fimproved\u002Fskills\u002Fcoverage-analysis-current\u002FLICENSE",{"path":71,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":74,"sourceHtmlUrl":75},"NOTICE.md","REFERENCE","参考文档",786,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fimproved\u002Fskills\u002Fcoverage-analysis-current\u002FNOTICE.md",{"path":77,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":78,"sourceHtmlUrl":79},"provenance\u002Foriginal-SKILL.md",21303,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fimproved\u002Fskills\u002Fcoverage-analysis-current\u002Fprovenance\u002Foriginal-SKILL.md",{"path":81,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":82,"sourceHtmlUrl":83},"references\u002Fqualification.md",1656,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fimproved\u002Fskills\u002Fcoverage-analysis-current\u002Freferences\u002Fqualification.md",{"path":85,"resourceType":86,"resourceTypeDesc":87,"sizeBytes":88,"sourceHtmlUrl":89},"scripts\u002Freplay.cc","SCRIPT","脚本",1691,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fimproved\u002Fskills\u002Fcoverage-analysis-current\u002Fscripts\u002Freplay.cc",[91,113,139,166,180,196],{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":97,"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",[],[98,99,100,101,102,103,104,105,106,107,108,109,110,111,112],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","use","context","repo","injection","execution","file",{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":120,"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",[119],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[121,122,123,124,125,126,127,128,129,130,131,132,32,133,107,134,135,136,137,138],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","windows","free","molecular dynamics","local","do","MCP",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":151,"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",[145,148],{"categoryNo":146,"categoryName":147,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":149,"categoryName":150,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[152,153,154,155,156,157,158,159,160,161,122,162,163,164,165],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":167,"name":168,"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},"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",[],[168,173,174,175,176,177,178,179],"setup","report","project","installation","project setup","issues","state",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":184,"categories":185,"keywords":187,"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",[186],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[182,188,103,189,190,191,107,192,193,194,195],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":197,"name":173,"nameZh":6,"description":198,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":199,"categories":200,"keywords":201,"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",[],[173,175,136,202,177,203],"files","interactive"]