[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DDQB71YTWKJ5VMBZKCSXPC":3,"skill-same:01M6DDQB71YTWKJ5VMBZKCSXPC":78},{"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},"01M6DDQB71YTWKJ5VMBZKCSXPC","ralph-loop",null,"Run, monitor, resume, merge, and debug Ralph loops. Use this skill whenever the user asks to operate `ralph run` or `ralph loops`, inspect loop state, recover suspended loops, analyze diagnostics, or unblock merge queue issues.","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\u002Fskills-claude-only\u002Fralph-loop\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],"loop","ralph","ralph loop","merge","debug","diagnostics","monitor","run","state","issues","analyze","user","use","queue","resume","2026-11-10 10:12:30",false,"---\nname: ralph-loop\ndescription: Run, monitor, resume, merge, and debug Ralph loops. Use this skill whenever the user asks to operate `ralph run` or `ralph loops`, inspect loop state, recover suspended loops, analyze diagnostics, or unblock merge queue issues.\n---\n\n# Ralph Loop\n\nUse this skill to operate Ralph loops from the outside.\n\n## Use This Skill For\n\n- Starting or continuing a Ralph run with the right `-c` and `-H` inputs\n- Inspecting loop state, worktrees, logs, history, and diffs\n- Resuming a hook-suspended loop\n- Merging or discarding completed worktree loops\n- Debugging unexpected loop behavior with current diagnostics files\n\n## Workflow\n\n1. Start with `ralph loops list` or `ralph loops list --json` to establish the\n   current state.\n2. If the user wants execution, run `ralph run ...` with the right core config\n   and hats source.\n3. If the loop is stuck or suspicious, inspect `logs`, `history`, and `diff`\n   before changing state.\n4. If the loop is suspended, read `.ralph\u002Fsuspend-state.json` and use\n   `ralph loops resume \u003Cid>`.\n5. If a loop is queued or in `needs-review`, inspect the diff first, then use\n   `merge`, `process`, `retry`, or `discard` as appropriate.\n6. Use diagnostics when you need detailed evidence about hats, events, tool\n   calls, parse errors, or performance.\n\n## Guardrails\n\n- Prefer the CLI over direct edits to `.ralph` state files.\n- Treat tasks and memories as the canonical runtime systems; do not center\n  scratchpad as the primary state model.\n- Inspect diffs before merging.\n- Only remove lock or queue artifacts when the underlying process is confirmed\n  dead.\n- Manual edits under `.ralph\u002F` are last-resort recovery steps and should be\n  called out explicitly when used.\n\n## Read These References When Needed\n\n- For command recipes and operator flows: `references\u002Fcommands.md`\n- For diagnostics files and suspend-state details: `references\u002Fdiagnostics.md`\n","# Ralph Loop\n\nUse this skill to operate Ralph loops from the outside.\n\n## Use This Skill For\n\n- Starting or continuing a Ralph run with the right `-c` and `-H` inputs\n- Inspecting loop state, worktrees, logs, history, and diffs\n- Resuming a hook-suspended loop\n- Merging or discarding completed worktree loops\n- Debugging unexpected loop behavior with current diagnostics files\n\n## Workflow\n\n1. Start with `ralph loops list` or `ralph loops list --json` to establish the\n   current state.\n2. If the user wants execution, run `ralph run ...` with the right core config\n   and hats source.\n3. If the loop is stuck or suspicious, inspect `logs`, `history`, and `diff`\n   before changing state.\n4. If the loop is suspended, read `.ralph\u002Fsuspend-state.json` and use\n   `ralph loops resume \u003Cid>`.\n5. If a loop is queued or in `needs-review`, inspect the diff first, then use\n   `merge`, `process`, `retry`, or `discard` as appropriate.\n6. Use diagnostics when you need detailed evidence about hats, events, tool\n   calls, parse errors, or performance.\n\n## Guardrails\n\n- Prefer the CLI over direct edits to `.ralph` state files.\n- Treat tasks and memories as the canonical runtime systems; do not center\n  scratchpad as the primary state model.\n- Inspect diffs before merging.\n- Only remove lock or queue artifacts when the underlying process is confirmed\n  dead.\n- Manual edits under `.ralph\u002F` are last-resort recovery steps and should be\n  called out explicitly when used.\n\n## Read These References When Needed\n\n- For command recipes and operator flows: `references\u002Fcommands.md`\n- For diagnostics files and suspend-state details: `references\u002Fdiagnostics.md`\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","skills-claude-only\u002Fralph-loop","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 ralph-loop",{"tool":56,"command":57},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-loop",{"tool":59,"command":60},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill ralph-loop","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills-claude-only\u002Fralph-loop\u002FSKILL.md",true,[64,70,74],{"path":65,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":68,"sourceHtmlUrl":69},"agents\u002Fopenai.yaml","REFERENCE","参考文档",239,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills-claude-only\u002Fralph-loop\u002Fagents\u002Fopenai.yaml",{"path":71,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":72,"sourceHtmlUrl":73},"references\u002Fcommands.md",1287,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills-claude-only\u002Fralph-loop\u002Freferences\u002Fcommands.md",{"path":75,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":76,"sourceHtmlUrl":77},"references\u002Fdiagnostics.md",1896,"https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills-claude-only\u002Fralph-loop\u002Freferences\u002Fdiagnostics.md",[79,100,126,153,165,180],{"skillNo":80,"name":81,"nameZh":6,"description":82,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":83,"categories":84,"keywords":85,"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",[],[86,87,88,89,90,91,92,93,94,36,95,96,97,98,99],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":101,"name":102,"nameZh":6,"description":103,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":104,"categories":105,"keywords":107,"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",[106],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[108,109,110,111,112,34,113,114,115,116,117,118,119,120,36,121,122,123,124,125],"openmm md","how","decision","pick","linux","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":127,"name":128,"nameZh":6,"description":129,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":130,"categories":131,"keywords":138,"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",[132,135],{"categoryNo":133,"categoryName":134,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":136,"categoryName":137,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[139,140,141,142,143,144,145,146,147,148,109,149,150,151,152],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":159,"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",[],[155,160,161,162,163,164,33,32],"setup","report","project","installation","project setup",{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":172,"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",[171],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[167,173,91,174,175,176,36,35,177,178,179],"start issue","issue","ready","work on issue","work","work on","development",{"skillNo":181,"name":160,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":185,"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",[],[160,162,123,186,164,187],"files","interactive"]