[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DDF9EZ8XDAY5469B0NGG8H":3,"skill-same:01M6DDF9EZ8XDAY5469B0NGG8H":70},{"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":24,"linkOnly":25,"markdownContent":26,"markdownBody":27,"frontMatter":28,"refName":30,"commitSha":31,"skillDirectory":32,"forksCount":14,"repositoryHtmlUrl":33,"repositoryHomepageUrl":6,"ownerHtmlUrl":34,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":35,"install":36,"resources":49},"01M6DDF9EZ8XDAY5469B0NGG8H","strategic-compact",null,"Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.","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\u002Fstrategic-compact\u002FSKILL.md",[],[19,20,21,22,23],"strategic compact","compact","context","auto","task","2026-11-10 10:12:30",false,"---\nname: strategic-compact\ndescription: Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.\norigin: ECC\n---\n\n# Strategic Compact Skill\n\nSuggests manual `\u002Fcompact` at strategic points in your workflow rather than relying on arbitrary auto-compaction.\n\n## When to Activate\n\n- Running long sessions that approach context limits (200K+ tokens)\n- Working on multi-phase tasks (research → plan → implement → test)\n- Switching between unrelated tasks within the same session\n- After completing a major milestone and starting new work\n- When responses slow down or become less coherent (context pressure)\n\n## Why Strategic Compaction?\n\nAuto-compaction triggers at arbitrary points:\n- Often mid-task, losing important context\n- No awareness of logical task boundaries\n- Can interrupt complex multi-step operations\n\nStrategic compaction at logical boundaries:\n- **After exploration, before execution** — Compact research context, keep implementation plan\n- **After completing a milestone** — Fresh start for next phase\n- **Before major context shifts** — Clear exploration context before different task\n\n## How It Works\n\nThe `suggest-compact.js` script runs on PreToolUse (Edit\u002FWrite) and:\n\n1. **Tracks tool calls** — Counts tool invocations in session\n2. **Threshold detection** — Suggests at configurable threshold (default: 50 calls)\n3. **Periodic reminders** — Reminds every 25 calls after threshold\n\n## Hook Setup\n\nAdd to your `~\u002F.claude\u002Fsettings.json`:\n\n```json\n{\n  \"hooks\": {\n    \"PreToolUse\": [\n      {\n        \"matcher\": \"Edit\",\n        \"hooks\": [{ \"type\": \"command\", \"command\": \"node ~\u002F.claude\u002Fskills\u002Fstrategic-compact\u002Fsuggest-compact.js\" }]\n\n### Configuration\n### Compaction Decision Guide\n### What Survives Compaction\n### Best Practices\n### Token Optimization Patterns\n### Trigger-Table Lazy Loading\n### Context Composition Awareness\n### Duplicate Instruction Detection\n### Context Optimization Tools\n","# Strategic Compact Skill\n\nSuggests manual `\u002Fcompact` at strategic points in your workflow rather than relying on arbitrary auto-compaction.\n\n## When to Activate\n\n- Running long sessions that approach context limits (200K+ tokens)\n- Working on multi-phase tasks (research → plan → implement → test)\n- Switching between unrelated tasks within the same session\n- After completing a major milestone and starting new work\n- When responses slow down or become less coherent (context pressure)\n\n## Why Strategic Compaction?\n\nAuto-compaction triggers at arbitrary points:\n- Often mid-task, losing important context\n- No awareness of logical task boundaries\n- Can interrupt complex multi-step operations\n\nStrategic compaction at logical boundaries:\n- **After exploration, before execution** — Compact research context, keep implementation plan\n- **After completing a milestone** — Fresh start for next phase\n- **Before major context shifts** — Clear exploration context before different task\n\n## How It Works\n\nThe `suggest-compact.js` script runs on PreToolUse (Edit\u002FWrite) and:\n\n1. **Tracks tool calls** — Counts tool invocations in session\n2. **Threshold detection** — Suggests at configurable threshold (default: 50 calls)\n3. **Periodic reminders** — Reminds every 25 calls after threshold\n\n## Hook Setup\n\nAdd to your `~\u002F.claude\u002Fsettings.json`:\n\n```json\n{\n  \"hooks\": {\n    \"PreToolUse\": [\n      {\n        \"matcher\": \"Edit\",\n        \"hooks\": [{ \"type\": \"command\", \"command\": \"node ~\u002F.claude\u002Fskills\u002Fstrategic-compact\u002Fsuggest-compact.js\" }]\n\n### Configuration\n### Compaction Decision Guide\n### What Survives Compaction\n### Best Practices\n### Token Optimization Patterns\n### Trigger-Table Lazy Loading\n### Context Composition Awareness\n### Duplicate Instruction Detection\n### Context Optimization Tools\n",{"name":5,"origin":29,"description":7},"ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Fstrategic-compact","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 strategic-compact",{"tool":42,"command":43},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill strategic-compact",{"tool":45,"command":46},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill strategic-compact","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\u002Fstrategic-compact\u002FSKILL.md",true,[50,56,62,66],{"path":51,"resourceType":52,"resourceTypeDesc":53,"sizeBytes":54,"sourceHtmlUrl":55},"bmad-skill-manifest.yaml","REFERENCE","参考文档",12,"https:\u002F\u002Fgithub.com\u002FWizarck\u002Fnexandro\u002Fblob\u002Fmaster\u002Fskills\u002Fbmad-cis-storytelling\u002Fbmad-skill-manifest.yaml",{"path":57,"resourceType":58,"resourceTypeDesc":59,"sizeBytes":60,"sourceHtmlUrl":61},"story-types.csv","ASSET","资产文件",6375,"https:\u002F\u002Fgithub.com\u002FWizarck\u002Fnexandro\u002Fblob\u002Fmaster\u002Fskills\u002Fbmad-cis-storytelling\u002Fstory-types.csv",{"path":63,"resourceType":52,"resourceTypeDesc":53,"sizeBytes":64,"sourceHtmlUrl":65},"template.md",1449,"https:\u002F\u002Fgithub.com\u002FWizarck\u002Fnexandro\u002Fblob\u002Fmaster\u002Fskills\u002Fbmad-cis-storytelling\u002Ftemplate.md",{"path":67,"resourceType":52,"resourceTypeDesc":53,"sizeBytes":68,"sourceHtmlUrl":69},"workflow.md",11205,"https:\u002F\u002Fgithub.com\u002FWizarck\u002Fnexandro\u002Fblob\u002Fmaster\u002Fskills\u002Fbmad-cis-storytelling\u002Fworkflow.md",[71,91,122,149,163,179],{"skillNo":72,"name":73,"nameZh":6,"description":74,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":75,"categories":76,"keywords":77,"publishedAt":24},"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",[],[78,79,80,81,82,23,83,84,85,86,21,87,88,89,90],"clarify requirements","clarify","requirements","risk","options","prompts","goal","scanning","use","repo","injection","execution","file",{"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":102,"publishedAt":24},"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",[97],{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[103,104,105,106,107,108,109,110,111,112,113,114,115,116,86,117,118,119,120,121],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":123,"name":124,"nameZh":6,"description":125,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":126,"categories":127,"keywords":134,"publishedAt":24},"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",[128,131],{"categoryNo":129,"categoryName":130,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":132,"categoryName":133,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000008","测试与质量",[135,136,137,138,139,140,141,142,143,144,104,145,146,147,148],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":150,"name":151,"nameZh":6,"description":152,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":153,"categories":154,"keywords":155,"publishedAt":24},"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",[],[151,156,157,158,159,160,161,162],"setup","report","project","installation","project setup","issues","state",{"skillNo":164,"name":165,"nameZh":6,"description":166,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":167,"categories":168,"keywords":170,"publishedAt":24},"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",[169],{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},[165,171,23,172,173,174,86,175,176,177,178],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":180,"name":156,"nameZh":6,"description":181,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":182,"categories":183,"keywords":184,"publishedAt":24},"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",[],[156,158,119,185,160,186],"files","interactive"]