[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6C3BWSV5HXSB50N0SJZDGWM":3,"skill-same:01M6C3BWSV5HXSB50N0SJZDGWM":55},{"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":26,"linkOnly":27,"markdownContent":28,"markdownBody":29,"frontMatter":30,"refName":31,"commitSha":32,"skillDirectory":33,"forksCount":34,"repositoryHtmlUrl":35,"repositoryHomepageUrl":36,"ownerHtmlUrl":37,"ownerBlogUrl":38,"ownerDescription":39,"updatedAt":40,"install":41,"resources":54},"01M6C3BWSV5HXSB50N0SJZDGWM","trust-reliability-loop-lite",null,"Scope, eval-first, tiered inference, recommend-first trust loop (see docs\u002FTRUST_RELIABILITY_LOOP.md).","IgorGanapolsky\u002FRandom-Timer","IgorGanapolsky","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F201209?v=4","01M6C2WB7720K13ERYVB3AJ0SQ","Igor Ganapolsky","01M6C2WBBF0NWVQV4A89FS00Q5",1,"MIT","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Ftrust-reliability-loop-lite\u002FSKILL.md",[],[19,20,21,22,23,24,25],"loop","reliability","trust reliability loop lite","docs","inference","first","eval","2026-11-10 10:12:30",false,"---\nname: trust-reliability-loop-lite\ndescription: Scope, eval-first, tiered inference, recommend-first trust loop (see docs\u002FTRUST_RELIABILITY_LOOP.md).\n---\n\n# Skill: trust-reliability-loop-lite\n\nFollow `docs\u002FTRUST_RELIABILITY_LOOP.md`. Source: https:\u002F\u002Fmusic.youtube.com\u002Fwatch?v=Xa1jm2VWEHk\n\n```bash\npython3 scripts\u002Ftrust_reliability_loop_gate.py --json\n```\n\nRules:\n1. **Narrow workflows only** — `ops_daily_brief`, paywall\u002FWQTU\u002Frelease\u002FCI alerts.\n2. **Eval-first** — log every candidate, action, correction, outcome; optimize precision by workflow.\n3. **Tiered inference** — rules → classify → extract → premium → confirm.\n4. **Recommend-first** — no unconfirmed external writes; progressive autonomy per action class.\n5. **Alert budget** — precision over coverage; provenance (`source_url`) everywhere.\n6. **Cost per retained** — never claim unit economics from tokens alone.\n\nDefer do-anything chat, continuous always-on reasoning, and unbounded context windows.\n","# Skill: trust-reliability-loop-lite\n\nFollow `docs\u002FTRUST_RELIABILITY_LOOP.md`. Source: https:\u002F\u002Fmusic.youtube.com\u002Fwatch?v=Xa1jm2VWEHk\n\n```bash\npython3 scripts\u002Ftrust_reliability_loop_gate.py --json\n```\n\nRules:\n1. **Narrow workflows only** — `ops_daily_brief`, paywall\u002FWQTU\u002Frelease\u002FCI alerts.\n2. **Eval-first** — log every candidate, action, correction, outcome; optimize precision by workflow.\n3. **Tiered inference** — rules → classify → extract → premium → confirm.\n4. **Recommend-first** — no unconfirmed external writes; progressive autonomy per action class.\n5. **Alert budget** — precision over coverage; provenance (`source_url`) everywhere.\n6. **Cost per retained** — never claim unit economics from tokens alone.\n\nDefer do-anything chat, continuous always-on reasoning, and unbounded context windows.\n",{"name":5,"description":7},"develop","4af946ac9a2b3cfbbe9b2e8696cc436f1d16e2e2",".cursor\u002Fskills\u002Ftrust-reliability-loop-lite",0,"https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer","https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Frandom-tactical-timer\u002Fid6758355312","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky","https:\u002F\u002Fwww.igorganapolsky.com","Forward Deploy AI Engineer. Automation specialist.\r\n","2026-11-09 23:14:20",{"source":8,"skillName":5,"commands":42,"prompt":52,"zipAvailable":53},[43,46,49],{"tool":44,"command":45},"npx","npx skills add IgorGanapolsky\u002FRandom-Timer --skill trust-reliability-loop-lite",{"tool":47,"command":48},"bunx","bunx skills add IgorGanapolsky\u002FRandom-Timer --skill trust-reliability-loop-lite",{"tool":50,"command":51},"pnpm","pnpm dlx skills add IgorGanapolsky\u002FRandom-Timer --skill trust-reliability-loop-lite","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Ftrust-reliability-loop-lite\u002FSKILL.md",true,[],[56,78,96,107,119,130],{"skillNo":57,"name":58,"nameZh":6,"description":59,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":60,"categories":61,"keywords":72,"publishedAt":26},"01M6C3CEGAENG02BPG636N9WG6","writing-plans","Use when you have a spec or requirements for a multi-step task, before touching code","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fwriting-plans\u002FSKILL.md",[62,67],{"categoryNo":63,"categoryName":64,"taxonomyType":65,"taxonomyTypeDesc":66},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":68,"categoryName":69,"taxonomyType":70,"taxonomyTypeDesc":71},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[73,74,75,76,77],"writing plans","writing","spec","code","use",{"skillNo":79,"name":80,"nameZh":6,"description":81,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":82,"categories":83,"keywords":87,"publishedAt":26},"01M6C3CC40GJBTJQHQ5BF7CQN9","workflow-economics-lite","Escape AI pilot purgatory: require completion-loop workflows with one owner, baseline, economic metric, system-of-record integration, and audit trail. Block orphan chatbots and interest-as-ROI claims.","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fworkflow-economics-lite\u002FSKILL.md",[84],{"categoryNo":85,"categoryName":86,"taxonomyType":65,"taxonomyTypeDesc":66},"01JBSEEDCAT000000000000023","Skill与智能体开发",[88,89,19,90,91,92,93,94,95],"workflow economics lite","workflow","roi","workflows","audit","integration","baseline","system",{"skillNo":97,"name":98,"nameZh":6,"description":99,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":100,"categories":101,"keywords":102,"publishedAt":26},"01M6C3C9ESBW612NMMMBQDWSWR","verification-before-completion","Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fverification-before-completion\u002FSKILL.md",[],[103,104,77,105,106],"verification before completion","verification","evidence","work",{"skillNo":108,"name":109,"nameZh":6,"description":110,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":111,"categories":112,"keywords":113,"publishedAt":26},"01M6C3C71DNQHJ6PGV0TN1R99N","value-center-lite","Apply InfoQ Rohrer value-center \u002F VSM five questions (agency + coherence). Use when planning work, shipping releases, or auditing agent autonomy claims. Fail closed on product-only slogans without WQTU\u002Fpaywall value.","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fvalue-center-lite\u002FSKILL.md",[],[114,115,77,106,116,117,118],"value center lite","only","product","shipping","planning",{"skillNo":120,"name":121,"nameZh":6,"description":122,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":123,"categories":124,"keywords":125,"publishedAt":26},"01M6C3C41Q0R2J49F3Q4CQ004J","using-superpowers","Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fusing-superpowers\u002FSKILL.md",[],[126,127,77,128,129],"superpowers","using superpowers","find","how",{"skillNo":131,"name":132,"nameZh":6,"description":133,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":134,"categories":135,"keywords":136,"publishedAt":26},"01M6C3C1EBYXRVMNHZZE9N49PN","using-git-worktrees","Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback","https:\u002F\u002Fgithub.com\u002FIgorGanapolsky\u002FRandom-Timer\u002Fblob\u002Fdevelop\u002F.cursor\u002Fskills\u002Fusing-git-worktrees\u002FSKILL.md",[],[137,138,139,140,141,142,143,106,77],"git","using git worktrees","git worktrees","git worktree","Tools","worktree","workspace"]