[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71R63EJPZ2KB7QFPXWANCJK":3,"skill-same:01M71R63EJPZ2KB7QFPXWANCJK":77},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":51,"commitSha":52,"skillDirectory":53,"forksCount":13,"repositoryHtmlUrl":54,"repositoryHomepageUrl":6,"ownerHtmlUrl":55,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":56,"install":57,"resources":70},"01M71R63EJPZ2KB7QFPXWANCJK","skill-improver",null,"Audit and improve skills - preserve intent, fix frontmatter, convert tutorial prose to actionable rules, track usage.","LuisAlbertoMK\u002Fgentleman-agent-gh","LuisAlbertoMK","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F96153499?v=4","01M71QZX0CF9KKGQZ8ZN9BME63","01M71QZX11P5X6Z27HE1GQDF71",0,"Apache-2.0","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fskill-improver\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"skill improver","Rules","prose","detection","audit","intent","track","preserve","convert","drift","improve skills","auto","improve","drift detection","fix","actionable","skill improvement","improvement","usage","tutorial","2026-11-10 13:02:02",false,"---\nname: skill-improver\ndescription: \"Audit and improve skills - preserve intent, fix frontmatter, convert tutorial prose to actionable rules, track usage.\"\ntriggers: \"Skill improvement, audit skills, refactor skills, skill refresher, drift detection, auto-heal\"\nchangelog: docs\u002Fciclos\u002Fcycle28-20260815.md\ntoken_budget: 2600\n---\n\n## When to Use\nAudit and improve skills — preserve author intent, fix frontmatter, convert tutorial prose to actionable rules, track usage.\n\n## Rules\n1. **Preserve** author intent, critical rules, activation semantics.\n2. **Audit-only** by default.\n3. **Never delete**: content → `references\u002F`.\n4. **Don't invent** triggers — mark ambiguous.\n5. **Skills only** — no opencode.json, no AGENTS.md.\n\n## Decision Gates\n| Signal | Action |\n|---|---|\n| Invalid frontmatter | Fix metadata |\n| Tutorial prose | Convert to rules, bg → `references\u002F` |\n| Over budget (>3200 B — `check-token-budget.ps1 -Json`) | Rules stay, examples → `references\u002F` |\n| Branching prose | Decision table |\n| Conflicting rules | Report both — escalate |\n\n## Anti-Patterns\n| Anti-Pattern | Fix |\n|---|---|\n| Rewrite entire skill | Audit → fix gaps → repeat |\n| Add unintended triggers | Mark ambiguous |\n| Delete instead of archive | `references\u002F` |\n| Major bump for trivial | minor=content |\n| Ignore Engram | `mem_search` first |\n| Over-compress rules | Preserve rules, compress examples |\n\n## Anti-Rationalization\n\n| Rationalization | Red Flag | Verification |\n|-----------------|----------|--------------|\n| \"reescribir en vez de audit-fix preservando intención\" | Rewrite completo borra intent original | Regla 1 Preserve intent + audit-fix gaps only |\n| \"borrar en vez de archivar\" | Contenido eliminado sin mover a references\u002F | Regla 3 Never delete → references\u002F + changelog |\n| \"añadir triggers no solicitados\" | Triggers nuevos no pedidos en spec | Regla 4 Don't invent triggers — mark ambiguous |\n\n## Red Flags\n- Doing work without checking output format → STOP, re-read skill\n- Second occurrence of same rationalization → force RED zone\n\n## Audit\n1. Read all SKILL.md in target. 2. Audit: metadata · triggers · budget · actionability · gates. 3. `mem_search(last 50)` — flag 90d+ untouched. 4. Report grouped-by-skill with severity.\n\n## Regeneration\n1. Audit + Engram (10 sessions) → 2. Drift check → 3. Fix gaps → 4. Compress if >5% new → 5. Version + changelog.\n\n## Output\n```json\n{\"audited\":[\"skill-a\"],\"issues\":[{\"skill\":\"skill-a\",\"severity\":\"high\"}],\"drifted\":[\"skill-b\"]}\n```\n\n## Verification\n- Output matches skill ## Output contract + file:line citaton\n- cross-ref-check.ps1 → SKILL.md OK\n## Refs\nkarpathy-loop · opencode-skill-creator · skill-testing · immune-system · dreaming · skill-registry · skill-graph\n\n## Reference\n> docs\u002Fskills\u002Fskill-improver\u002Freference.md\n\n","## When to Use\nAudit and improve skills — preserve author intent, fix frontmatter, convert tutorial prose to actionable rules, track usage.\n\n## Rules\n1. **Preserve** author intent, critical rules, activation semantics.\n2. **Audit-only** by default.\n3. **Never delete**: content → `references\u002F`.\n4. **Don't invent** triggers — mark ambiguous.\n5. **Skills only** — no opencode.json, no AGENTS.md.\n\n## Decision Gates\n| Signal | Action |\n|---|---|\n| Invalid frontmatter | Fix metadata |\n| Tutorial prose | Convert to rules, bg → `references\u002F` |\n| Over budget (>3200 B — `check-token-budget.ps1 -Json`) | Rules stay, examples → `references\u002F` |\n| Branching prose | Decision table |\n| Conflicting rules | Report both — escalate |\n\n## Anti-Patterns\n| Anti-Pattern | Fix |\n|---|---|\n| Rewrite entire skill | Audit → fix gaps → repeat |\n| Add unintended triggers | Mark ambiguous |\n| Delete instead of archive | `references\u002F` |\n| Major bump for trivial | minor=content |\n| Ignore Engram | `mem_search` first |\n| Over-compress rules | Preserve rules, compress examples |\n\n## Anti-Rationalization\n\n| Rationalization | Red Flag | Verification |\n|-----------------|----------|--------------|\n| \"reescribir en vez de audit-fix preservando intención\" | Rewrite completo borra intent original | Regla 1 Preserve intent + audit-fix gaps only |\n| \"borrar en vez de archivar\" | Contenido eliminado sin mover a references\u002F | Regla 3 Never delete → references\u002F + changelog |\n| \"añadir triggers no solicitados\" | Triggers nuevos no pedidos en spec | Regla 4 Don't invent triggers — mark ambiguous |\n\n## Red Flags\n- Doing work without checking output format → STOP, re-read skill\n- Second occurrence of same rationalization → force RED zone\n\n## Audit\n1. Read all SKILL.md in target. 2. Audit: metadata · triggers · budget · actionability · gates. 3. `mem_search(last 50)` — flag 90d+ untouched. 4. Report grouped-by-skill with severity.\n\n## Regeneration\n1. Audit + Engram (10 sessions) → 2. Drift check → 3. Fix gaps → 4. Compress if >5% new → 5. Version + changelog.\n\n## Output\n```json\n{\"audited\":[\"skill-a\"],\"issues\":[{\"skill\":\"skill-a\",\"severity\":\"high\"}],\"drifted\":[\"skill-b\"]}\n```\n\n## Verification\n- Output matches skill ## Output contract + file:line citaton\n- cross-ref-check.ps1 → SKILL.md OK\n## Refs\nkarpathy-loop · opencode-skill-creator · skill-testing · immune-system · dreaming · skill-registry · skill-graph\n\n## Reference\n> docs\u002Fskills\u002Fskill-improver\u002Freference.md\n\n",{"name":5,"triggers":48,"changelog":49,"description":7,"token_budget":50},"Skill improvement, audit skills, refactor skills, skill refresher, drift detection, auto-heal","docs\u002Fciclos\u002Fcycle28-20260815.md",2600,"main","4af6946b30783e2c8f9182082324d530fc28f838",".agents\u002Fskills\u002Fskill-improver","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK","2026-11-10 18:34:27",{"source":8,"skillName":5,"commands":58,"prompt":68,"zipAvailable":69},[59,62,65],{"tool":60,"command":61},"npx","npx skills add LuisAlbertoMK\u002Fgentleman-agent-gh --skill skill-improver",{"tool":63,"command":64},"bunx","bunx skills add LuisAlbertoMK\u002Fgentleman-agent-gh --skill skill-improver",{"tool":66,"command":67},"pnpm","pnpm dlx skills add LuisAlbertoMK\u002Fgentleman-agent-gh --skill skill-improver","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fskill-improver\u002FSKILL.md",true,[71],{"path":72,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":75,"sourceHtmlUrl":76},"references\u002Faudit-examples.md","REFERENCE","参考文档",1038,"https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fskill-improver\u002Freferences\u002Faudit-examples.md",[78,118,141,160,182,208],{"skillNo":79,"name":80,"nameZh":6,"description":81,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":82,"categories":83,"keywords":98,"publishedAt":43},"01M71R7K35P668DYEPYGDQP2QA","web-quality-audit","Comprehensive web audit: performance, a11y, SEO, responsive, animation, design tokens.","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002Fdocs\u002Fciclos\u002Fc28-w1-backup\u002Fweb-quality-audit\u002FSKILL.md",[84,87,90,95],{"categoryNo":85,"categoryName":86,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":88,"categoryName":89,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000019","营销推广",{"categoryNo":91,"categoryName":92,"taxonomyType":93,"taxonomyTypeDesc":94},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",{"categoryNo":96,"categoryName":97,"taxonomyType":93,"taxonomyTypeDesc":94},"01JBSEEDCAT000000000000035","市场营销",[99,100,101,27,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117],"quality","quality audit","web quality audit","web","Animation","design audit","design","website","ui","responsive","seo","tokens","ui audit","Lighthouse","performance","review","optimize","a11y","page",{"skillNo":119,"name":120,"nameZh":6,"description":121,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":122,"categories":123,"keywords":125,"publishedAt":43},"01M71R7H1RA7CQ568DHRK37PE2","ui-engine","UI system — Grid\u002FFlexbox\u002F@layer\u002F:has(), container queries, compositor-only animation, OKLCH tokens, component patterns","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002Fdocs\u002Fciclos\u002Fc28-w1-backup\u002Fui-engine\u002FSKILL.md",[124],{"categoryNo":91,"categoryName":92,"taxonomyType":93,"taxonomyTypeDesc":94},[126,127,107,103,128,129,130,117,131,110,132,133,134,105,135,136,137,138,139,140],"ui engine","engine","compositor","css","dark","system","mode","hooks","container","only","query","components","dark mode","grid","queries",{"skillNo":142,"name":143,"nameZh":6,"description":144,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":145,"categories":146,"keywords":149,"publishedAt":43},"01M71R7EPMZFKB833WE4B3GTHC","baseline-ui","Anti-slop UI — layout, typography, responsive, animation, tokens. Use for cleanup or polish.","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002Fdocs\u002Fciclos\u002Fc28-w1-backup\u002Fbaseline-ui\u002FSKILL.md",[147,148],{"categoryNo":85,"categoryName":86,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":91,"categoryName":92,"taxonomyType":93,"taxonomyTypeDesc":94},[150,151,107,103,152,153,154,155,110,37,134,105,156,157,158,111,159,136,139,114],"baseline ui","baseline","generic","slop","for","anti-slop","interface","cleanup","design review","use",{"skillNo":161,"name":162,"nameZh":6,"description":163,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":164,"categories":165,"keywords":167,"publishedAt":43},"01M71R7CWK3FBW77Z8WD9GXQFE","skill-creator","Create new AI agent skills following Agent Skills spec -- auto-bootstrap unknown tasks, define structure, register in AGENTS.md","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.archive\u002Fskills\u002Fskill-creator\u002FSKILL.md",[166],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[168,169,170,171,172,173,174,175,176,34,177,178,179,180,181],"skill creator","creator","create","structure","register","2026","spec","new","ai skill","define","ai agent","unknown","tasks","bootstrap",{"skillNo":183,"name":184,"nameZh":6,"description":185,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":186,"categories":187,"keywords":190,"publishedAt":43},"01M71R78DZM1GA16F1KN8ND926","senior-engineer","Apply senior engineering competencies — system design, trade-off analysis, delegation, mentoring, and tech debt strategy","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.archive\u002Fskills\u002Fsenior-engineer\u002FSKILL.md",[188,189],{"categoryNo":85,"categoryName":86,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":91,"categoryName":92,"taxonomyType":93,"taxonomyTypeDesc":94},[191,192,193,194,195,196,197,105,198,199,173,200,201,202,131,203,204,205,206,207],"engineer","senior","senior engineer","system design","trade-offs","senior engineering","delegation","senior architect","analysis","debt","architect","tech","strategy","apply","trade","tech debt","engineering",{"skillNo":209,"name":210,"nameZh":6,"description":211,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":212,"categories":213,"keywords":218,"publishedAt":43},"01M71R74WQTXZMG3219RND96CE","prompt-engineering","Design effective prompts using SPEARS framework — scope, principles, examples, assertions, refinements, with ReAct and multi-agent patterns","https:\u002F\u002Fgithub.com\u002FLuisAlbertoMK\u002Fgentleman-agent-gh\u002Fblob\u002Fmain\u002F.archive\u002Fskills\u002Fprompt-engineering\u002FSKILL.md",[214,217],{"categoryNo":215,"categoryName":216,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[219,220,207,221,35,105,222,173,223,224,225,226,227,228,229,230,231,232,233,234],"prompt","prompt engineering","scope","react","security","patterns","multi-agent","framework","agent patterns","assertions","examples","with","multi","principles","improve prompt","prompts"]