[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DAZTFBMC34T0V6NA4AGS8Z":3,"skill-same:01M6DAZTFBMC34T0V6NA4AGS8Z":93},{"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":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":43,"commitSha":44,"skillDirectory":45,"forksCount":14,"repositoryHtmlUrl":46,"repositoryHomepageUrl":6,"ownerHtmlUrl":47,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":48,"install":49,"resources":62},"01M6DAZTFBMC34T0V6NA4AGS8Z","ralph-orchestrator-setup",null,"Use when installing, updating, validating, or troubleshooting the local Ralph Orchestrator CLI, its MCP server registration, or the mirrored Ralph skills for Codex, Claude, and Gemini.","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-retired-2026-07-03\u002Fralph-orchestrator-setup\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],"setup","ralph","orchestrator","ralph orchestrator setup","MCP","cli","gemini","codex","mcp server","server","troubleshooting","use","registration","local","2026-11-10 10:12:30",false,"---\nname: ralph-orchestrator-setup\ndescription: Use when installing, updating, validating, or troubleshooting the local Ralph Orchestrator CLI, its MCP server registration, or the mirrored Ralph skills for Codex, Claude, and Gemini.\n---\n\n# Ralph Orchestrator Setup\n\n## Overview\n\nUse this skill to install and validate the local Ralph Orchestrator runtime that this repo vendors and wires into Codex, Claude, and Gemini.\n\n## Use This Skill For\n\n- Installing or updating the local `ralph` CLI\n- Registering `ralph mcp serve` for Codex, Claude, or Gemini\n- Installing the mirrored `ralph-hats`, `ralph-loop`, and `ralph-orchestrator-setup` skills into the three agent homes\n- Diagnosing a broken local Ralph setup after a CLI, MCP, or skill drift\n\n## Workflow\n\n1. Read `tools\u002Feditor\u002Fralph-orchestrator\u002FREADME.md`.\n2. Run `tools\u002Feditor\u002Fralph-orchestrator\u002Fscripts\u002Finstall-ralph-orchestrator.ps1`.\n3. Run `tools\u002Feditor\u002Fralph-orchestrator\u002Fscripts\u002Fvalidate-ralph-orchestrator.ps1`.\n4. Confirm `ralph --version`, `ralph doctor`, and the three client MCP checks all succeed from a trusted workspace.\n5. Confirm `ralph-hats`, `ralph-loop`, and `ralph-orchestrator-setup` are installed for Codex, Claude, and Gemini.\n\n## Guardrails\n\n- Treat the Ralph CLI, its MCP registration, and the mirrored skills as separate surfaces; do not mark the setup healthy if one surface is still broken.\n- Keep the user-level MCP server workspace-agnostic by default. Use `--workspace-root` only for targeted validation or when the user explicitly wants a single locked workspace.\n- If `ralph doctor` reports warnings or any client still shows a disconnected MCP entry, capture the exact blocked state instead of silently degrading the install.\n- Do not edit the vendored upstream snapshot under `tools\u002Feditor\u002Fralph-orchestrator\u002Fvendor\u002F` unless the task is an intentional upstream refresh.\n\n## Quick Reference\n\n```powershell\npwsh -File .\\tools\\editor\\ralph-orchestrator\\scripts\\install-ralph-orchestrator.ps1\npwsh -File .\\tools\\editor\\ralph-orchestrator\\scripts\\validate-ralph-orchestrator.ps1\n```\n","# Ralph Orchestrator Setup\n\n## Overview\n\nUse this skill to install and validate the local Ralph Orchestrator runtime that this repo vendors and wires into Codex, Claude, and Gemini.\n\n## Use This Skill For\n\n- Installing or updating the local `ralph` CLI\n- Registering `ralph mcp serve` for Codex, Claude, or Gemini\n- Installing the mirrored `ralph-hats`, `ralph-loop`, and `ralph-orchestrator-setup` skills into the three agent homes\n- Diagnosing a broken local Ralph setup after a CLI, MCP, or skill drift\n\n## Workflow\n\n1. Read `tools\u002Feditor\u002Fralph-orchestrator\u002FREADME.md`.\n2. Run `tools\u002Feditor\u002Fralph-orchestrator\u002Fscripts\u002Finstall-ralph-orchestrator.ps1`.\n3. Run `tools\u002Feditor\u002Fralph-orchestrator\u002Fscripts\u002Fvalidate-ralph-orchestrator.ps1`.\n4. Confirm `ralph --version`, `ralph doctor`, and the three client MCP checks all succeed from a trusted workspace.\n5. Confirm `ralph-hats`, `ralph-loop`, and `ralph-orchestrator-setup` are installed for Codex, Claude, and Gemini.\n\n## Guardrails\n\n- Treat the Ralph CLI, its MCP registration, and the mirrored skills as separate surfaces; do not mark the setup healthy if one surface is still broken.\n- Keep the user-level MCP server workspace-agnostic by default. Use `--workspace-root` only for targeted validation or when the user explicitly wants a single locked workspace.\n- If `ralph doctor` reports warnings or any client still shows a disconnected MCP entry, capture the exact blocked state instead of silently degrading the install.\n- Do not edit the vendored upstream snapshot under `tools\u002Feditor\u002Fralph-orchestrator\u002Fvendor\u002F` unless the task is an intentional upstream refresh.\n\n## Quick Reference\n\n```powershell\npwsh -File .\\tools\\editor\\ralph-orchestrator\\scripts\\install-ralph-orchestrator.ps1\npwsh -File .\\tools\\editor\\ralph-orchestrator\\scripts\\validate-ralph-orchestrator.ps1\n```\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5",".agents\u002Fskills-retired-2026-07-03\u002Fralph-orchestrator-setup","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-orchestrator-setup",{"tool":55,"command":56},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-orchestrator-setup",{"tool":58,"command":59},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-orchestrator-setup","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills-retired-2026-07-03\u002Fralph-orchestrator-setup\u002FSKILL.md",true,[63,69,73,77,81,85,89],{"path":64,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":67,"sourceHtmlUrl":68},"agents\u002Fopenai.yaml","REFERENCE","参考文档",241,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills-retired-2026-07-03\u002Fralph-orchestrator-setup\u002Fagents\u002Fopenai.yaml",{"path":70,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":71,"sourceHtmlUrl":72},"examples\u002Fhttp-server.json",502,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Fexamples\u002Fhttp-server.json",{"path":74,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":75,"sourceHtmlUrl":76},"examples\u002Fsse-server.json",413,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Fexamples\u002Fsse-server.json",{"path":78,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":79,"sourceHtmlUrl":80},"examples\u002Fstdio-server.json",686,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Fexamples\u002Fstdio-server.json",{"path":82,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":83,"sourceHtmlUrl":84},"references\u002Fauthentication.md",10196,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Freferences\u002Fauthentication.md",{"path":86,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":87,"sourceHtmlUrl":88},"references\u002Fserver-types.md",10613,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Freferences\u002Fserver-types.md",{"path":90,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":91,"sourceHtmlUrl":92},"references\u002Ftool-usage.md",11674,"https:\u002F\u002Fgithub.com\u002Fxiaoyuge886\u002Fharness_assistance\u002Fblob\u002Frefactor\u002Funified-packaging\u002Fdata\u002Fplugins\u002Fclaude-plugins-official-main\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fmcp-integration\u002Freferences\u002Ftool-usage.md",[94,115,140,167,180,196],{"skillNo":95,"name":96,"nameZh":6,"description":97,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":98,"categories":99,"keywords":100,"publishedAt":38},"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",[],[101,102,103,104,105,106,107,108,109,35,110,111,112,113,114],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":122,"publishedAt":38},"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",[121],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[123,124,125,126,127,128,129,130,131,132,133,134,135,136,35,137,138,37,139,28],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","do",{"skillNo":141,"name":142,"nameZh":6,"description":143,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":144,"categories":145,"keywords":152,"publishedAt":38},"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",[146,149],{"categoryNo":147,"categoryName":148,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":150,"categoryName":151,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[153,154,155,156,157,158,159,160,161,162,124,163,164,165,166],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":168,"name":169,"nameZh":6,"description":170,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":171,"categories":172,"keywords":173,"publishedAt":38},"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",[],[169,24,174,175,176,177,178,179],"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":38},"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":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[182,188,106,189,190,191,35,192,193,194,195],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":197,"name":24,"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":38},"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",[],[24,175,37,202,177,203],"files","interactive"]