[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DBQQBAF8SNC1PYW1ZBNXZH":3,"skill-same:01M6DBQQBAF8SNC1PYW1ZBNXZH":83},{"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":40,"linkOnly":41,"markdownContent":42,"markdownBody":43,"frontMatter":44,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6DBQQBAF8SNC1PYW1ZBNXZH","ralph-hats",null,"Create, inspect, validate, explain, and improve Ralph hat collections. Use this skill whenever the user asks to make or refine a `.ralph\u002Fhats\u002F*.yml` workflow, debug hat routing, explain event topology, or tune a multi-hat Ralph run.","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\u002Fralph-hats\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"hats","ralph","ralph hats","workflow","validate","debug","create","run","routing","topology","improve","explain","user","use","refine","collections","2026-11-10 10:12:30",false,"---\nname: ralph-hats\ndescription: Create, inspect, validate, explain, and improve Ralph hat collections. Use this skill whenever the user asks to make or refine a `.ralph\u002Fhats\u002F*.yml` workflow, debug hat routing, explain event topology, or tune a multi-hat Ralph run.\n---\n\n# Ralph Hats\n\nUse this skill to operate the full Ralph hat lifecycle for user-authored hat\ncollections.\n\n## Use This Skill For\n\n- Creating a new hat collection in `.ralph\u002Fhats\u002F`\n- Inspecting an existing hat collection and explaining its topology\n- Validating trigger routing, event flow, and completion behavior\n- Improving or refactoring hats for clearer roles and safer routing\n- Recommending better orchestration patterns for a Ralph workflow\n\n## Core Assumptions\n\n- Core runtime config already lives in `ralph.yml` or another `-c` source.\n- User-authored hats are stored separately and passed with `-H`.\n- This skill operates public hat collections, not Ralph built-in presets.\n\n## Workflow\n\n1. If a hats file already exists, read it first and explain the current\n   topology before proposing changes.\n2. If creating a new workflow, write it to `.ralph\u002Fhats\u002F\u003Cname>.yml`.\n3. Keep the hats file focused on hats-only data. Leave runtime limits and other\n   core config in the main config file.\n4. Validate with `ralph hats validate`.\n5. Visualize topology with `ralph hats graph` when the event flow is not\n   trivial.\n6. Use `ralph hats show \u003Chat>` when you need to inspect one hat's effective\n   configuration.\n7. When the user wants stronger confidence, run a targeted `ralph run -c ... -H\n   ... -p \"...\"` exercise or provide the exact test command.\n\n## Guardrails\n\n- Only use hats-file top-level keys that Ralph accepts today:\n  `name`, `description`, `events`, `event_loop`, `hats`.\n- In a hats file, `event_loop` is only for hats overlay keys such as\n  `starting_event` and `completion_promise`.\n- Never use `task.start` or `task.resume` as hat triggers. Ralph reserves those\n  for coordination. Use semantic delegated events like `work.start`,\n  `review.start`, or `research.start`.\n- Each trigger must route to exactly one hat.\n- Keep `description` populated on every hat.\n- Prefer `events:` metadata when custom event names would otherwise be opaque.\n- Do not write user workflows into `presets\u002F` from this skill.\n\n## Output Expectations\n\n- When editing or creating hats, produce the file changes and the validation\n  result.\n- When only inspecting, produce a concise topology summary, the main risks, and\n  concrete improvement options.\n\n## Read These References When Needed\n\n- For current hats schema and supported fields: `references\u002Fschema.md`\n- For command recipes and validation workflow: `references\u002Fcommands.md`\n- For pattern and file examples: `references\u002Fexamples.md`\n","# Ralph Hats\n\nUse this skill to operate the full Ralph hat lifecycle for user-authored hat\ncollections.\n\n## Use This Skill For\n\n- Creating a new hat collection in `.ralph\u002Fhats\u002F`\n- Inspecting an existing hat collection and explaining its topology\n- Validating trigger routing, event flow, and completion behavior\n- Improving or refactoring hats for clearer roles and safer routing\n- Recommending better orchestration patterns for a Ralph workflow\n\n## Core Assumptions\n\n- Core runtime config already lives in `ralph.yml` or another `-c` source.\n- User-authored hats are stored separately and passed with `-H`.\n- This skill operates public hat collections, not Ralph built-in presets.\n\n## Workflow\n\n1. If a hats file already exists, read it first and explain the current\n   topology before proposing changes.\n2. If creating a new workflow, write it to `.ralph\u002Fhats\u002F\u003Cname>.yml`.\n3. Keep the hats file focused on hats-only data. Leave runtime limits and other\n   core config in the main config file.\n4. Validate with `ralph hats validate`.\n5. Visualize topology with `ralph hats graph` when the event flow is not\n   trivial.\n6. Use `ralph hats show \u003Chat>` when you need to inspect one hat's effective\n   configuration.\n7. When the user wants stronger confidence, run a targeted `ralph run -c ... -H\n   ... -p \"...\"` exercise or provide the exact test command.\n\n## Guardrails\n\n- Only use hats-file top-level keys that Ralph accepts today:\n  `name`, `description`, `events`, `event_loop`, `hats`.\n- In a hats file, `event_loop` is only for hats overlay keys such as\n  `starting_event` and `completion_promise`.\n- Never use `task.start` or `task.resume` as hat triggers. Ralph reserves those\n  for coordination. Use semantic delegated events like `work.start`,\n  `review.start`, or `research.start`.\n- Each trigger must route to exactly one hat.\n- Keep `description` populated on every hat.\n- Prefer `events:` metadata when custom event names would otherwise be opaque.\n- Do not write user workflows into `presets\u002F` from this skill.\n\n## Output Expectations\n\n- When editing or creating hats, produce the file changes and the validation\n  result.\n- When only inspecting, produce a concise topology summary, the main risks, and\n  concrete improvement options.\n\n## Read These References When Needed\n\n- For current hats schema and supported fields: `references\u002Fschema.md`\n- For command recipes and validation workflow: `references\u002Fcommands.md`\n- For pattern and file examples: `references\u002Fexamples.md`\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5",".agents\u002Fskills\u002Fralph-hats","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 ralph-hats",{"tool":57,"command":58},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-hats",{"tool":60,"command":61},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-hats","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fralph-hats\u002FSKILL.md",true,[65,71,75,79],{"path":66,"resourceType":67,"resourceTypeDesc":68,"sizeBytes":69,"sourceHtmlUrl":70},"agents\u002Fopenai.yaml","REFERENCE","参考文档",255,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fralph-hats\u002Fagents\u002Fopenai.yaml",{"path":72,"resourceType":67,"resourceTypeDesc":68,"sizeBytes":73,"sourceHtmlUrl":74},"references\u002Fcommands.md",1295,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fralph-hats\u002Freferences\u002Fcommands.md",{"path":76,"resourceType":67,"resourceTypeDesc":68,"sizeBytes":77,"sourceHtmlUrl":78},"references\u002Fexamples.md",2029,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fralph-hats\u002Freferences\u002Fexamples.md",{"path":80,"resourceType":67,"resourceTypeDesc":68,"sizeBytes":81,"sourceHtmlUrl":82},"references\u002Fschema.md",2218,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fralph-hats\u002Freferences\u002Fschema.md",[84,105,131,158,172,187],{"skillNo":85,"name":86,"nameZh":6,"description":87,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":88,"categories":89,"keywords":90,"publishedAt":40},"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",[],[91,92,93,94,95,96,97,98,99,37,100,101,102,103,104],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":106,"name":107,"nameZh":6,"description":108,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":109,"categories":110,"keywords":112,"publishedAt":40},"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",[111],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[113,114,115,116,117,118,119,120,121,122,123,124,27,125,37,126,127,128,129,130],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","windows","free","molecular dynamics","local","do","MCP",{"skillNo":132,"name":133,"nameZh":6,"description":134,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":135,"categories":136,"keywords":143,"publishedAt":40},"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",[137,140],{"categoryNo":138,"categoryName":139,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":141,"categoryName":142,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[144,145,146,147,148,149,150,151,152,153,114,154,155,156,157],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":159,"name":160,"nameZh":6,"description":161,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":162,"categories":163,"keywords":164,"publishedAt":40},"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",[],[160,165,166,167,168,169,170,171],"setup","report","project","installation","project setup","issues","state",{"skillNo":173,"name":174,"nameZh":6,"description":175,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":176,"categories":177,"keywords":179,"publishedAt":40},"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",[178],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[174,180,96,181,182,183,37,36,184,185,186],"start issue","issue","ready","work on issue","work","work on","development",{"skillNo":188,"name":165,"nameZh":6,"description":189,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":190,"categories":191,"keywords":192,"publishedAt":40},"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",[],[165,167,128,193,169,194],"files","interactive"]