[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DDFN6WDPDXTHK30NHQPNWZ":3,"skill-same:01M6DDFN6WDPDXTHK30NHQPNWZ":50},{"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":18,"publishedAt":25,"linkOnly":26,"markdownContent":27,"markdownBody":28,"frontMatter":29,"refName":30,"commitSha":31,"skillDirectory":32,"forksCount":14,"repositoryHtmlUrl":33,"repositoryHomepageUrl":6,"ownerHtmlUrl":34,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":35,"install":36,"resources":49},"01M6DDFN6WDPDXTHK30NHQPNWZ","tooluniverse",null,"Use when routing ToolUniverse life-science questions to the right specialized skill or verifying scientific facts against real databases.","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.claude\u002Fskills\u002Ftooluniverse\u002FSKILL.md",[],[5,19,20,21,22,23,24],"routing","science","specialized","use","databases","life","2026-11-10 10:12:30",false,"---\nname: tooluniverse\ndescription: Use when routing ToolUniverse life-science questions to the right specialized skill or verifying scientific facts against real databases.\n---\n\n# ToolUniverse Router\n\nRoute user questions to specialized skills. If no skill matches, use general strategies from [references\u002Fgeneral-strategies.md](references\u002Fgeneral-strategies.md).\n\n## General Reasoning Protocols\n\nWhen answering scientific questions:\n\n1. **Look up, don't guess**: Use ToolUniverse tools to verify facts before answering.\n2. **Compute, don't estimate**: Write and run Python code (via Bash) for any calculation. Never do mental math.\n3. **Analyze, don't just retrieve**: When a question requires data analysis, download the data and run the analysis — don't just describe what you would do.\n4. **Route to specialized skills**: Use the Routing Table below to find domain-specific reasoning protocols.\n\n**You have full code execution.** For any analysis task (statistics, data wrangling, visualization), write Python and execute it. ToolUniverse tools find data and metadata; Python code does the analysis.\n\n## Routing Workflow\n\n1. **Extract keywords** from user's question\n2. **Scan routing table** below for keyword matches\n3. **Take action**:\n   - **1 clear match** → invoke that skill NOW using the Skill tool\n   - **Multiple matches** → ask user which they prefer (AskUserQuestion)\n   - **No match** → use general strategies (load [references\u002Fgeneral-strategies.md](references\u002Fgeneral-strategies.md))\n4. **If ambiguous** (e.g., \"Tell me about aspirin\") → ask user to clarify intent\n\n**CRITICAL**: Actually INVOKE skills — don't describe them or show the routing table to the user.\n\n### Routing Table\n### 1. Data Retrieval\n### 2. Research & Profiling\n### 3. Clinical Decision Support\n### 4. Discovery & Design\n### 5. Genomics & Variant Analysis\n### 6. Systems & Network Analysis\n### 7. Screening & Functional Genomics\n### 8. Clinical Trials & Study Design\n### 9. Organism & Evolution\n### 10. Specialized Biology\n","# ToolUniverse Router\n\nRoute user questions to specialized skills. If no skill matches, use general strategies from [references\u002Fgeneral-strategies.md](references\u002Fgeneral-strategies.md).\n\n## General Reasoning Protocols\n\nWhen answering scientific questions:\n\n1. **Look up, don't guess**: Use ToolUniverse tools to verify facts before answering.\n2. **Compute, don't estimate**: Write and run Python code (via Bash) for any calculation. Never do mental math.\n3. **Analyze, don't just retrieve**: When a question requires data analysis, download the data and run the analysis — don't just describe what you would do.\n4. **Route to specialized skills**: Use the Routing Table below to find domain-specific reasoning protocols.\n\n**You have full code execution.** For any analysis task (statistics, data wrangling, visualization), write Python and execute it. ToolUniverse tools find data and metadata; Python code does the analysis.\n\n## Routing Workflow\n\n1. **Extract keywords** from user's question\n2. **Scan routing table** below for keyword matches\n3. **Take action**:\n   - **1 clear match** → invoke that skill NOW using the Skill tool\n   - **Multiple matches** → ask user which they prefer (AskUserQuestion)\n   - **No match** → use general strategies (load [references\u002Fgeneral-strategies.md](references\u002Fgeneral-strategies.md))\n4. **If ambiguous** (e.g., \"Tell me about aspirin\") → ask user to clarify intent\n\n**CRITICAL**: Actually INVOKE skills — don't describe them or show the routing table to the user.\n\n### Routing Table\n### 1. Data Retrieval\n### 2. Research & Profiling\n### 3. Clinical Decision Support\n### 4. Discovery & Design\n### 5. Genomics & Variant Analysis\n### 6. Systems & Network Analysis\n### 7. Screening & Functional Genomics\n### 8. Clinical Trials & Study Design\n### 9. Organism & Evolution\n### 10. Specialized Biology\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Ftooluniverse","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":37,"prompt":47,"zipAvailable":48},[38,41,44],{"tool":39,"command":40},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill tooluniverse",{"tool":42,"command":43},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill tooluniverse",{"tool":45,"command":46},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill tooluniverse","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Ftooluniverse\u002FSKILL.md",true,[],[51,72,103,130,144,160],{"skillNo":52,"name":53,"nameZh":6,"description":54,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":55,"categories":56,"keywords":57,"publishedAt":25},"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",[],[58,59,60,61,62,63,64,65,66,22,67,68,69,70,71],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":73,"name":74,"nameZh":6,"description":75,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":76,"categories":77,"keywords":83,"publishedAt":25},"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",[78],{"categoryNo":79,"categoryName":80,"taxonomyType":81,"taxonomyTypeDesc":82},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[84,85,86,87,88,89,90,91,92,93,94,95,96,97,22,98,99,100,101,102],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":104,"name":105,"nameZh":6,"description":106,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":107,"categories":108,"keywords":115,"publishedAt":25},"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",[109,112],{"categoryNo":110,"categoryName":111,"taxonomyType":81,"taxonomyTypeDesc":82},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":113,"categoryName":114,"taxonomyType":81,"taxonomyTypeDesc":82},"01JBSEEDCAT000000000000008","测试与质量",[116,117,118,119,120,121,122,123,124,125,85,126,127,128,129],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":131,"name":132,"nameZh":6,"description":133,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":134,"categories":135,"keywords":136,"publishedAt":25},"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",[],[132,137,138,139,140,141,142,143],"setup","report","project","installation","project setup","issues","state",{"skillNo":145,"name":146,"nameZh":6,"description":147,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":148,"categories":149,"keywords":151,"publishedAt":25},"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",[150],{"categoryNo":79,"categoryName":80,"taxonomyType":81,"taxonomyTypeDesc":82},[146,152,63,153,154,155,22,156,157,158,159],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":161,"name":137,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":165,"publishedAt":25},"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",[],[137,139,100,166,141,167],"files","interactive"]