[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6AD9ZKCFRAPKKF0PFJD9NHA":3,"skill-same:01M6AD9ZKCFRAPKKF0PFJD9NHA":90},{"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":40,"linkOnly":41,"markdownContent":42,"markdownBody":43,"frontMatter":44,"refName":51,"commitSha":52,"skillDirectory":53,"forksCount":54,"repositoryHtmlUrl":55,"repositoryHomepageUrl":56,"ownerHtmlUrl":57,"ownerBlogUrl":58,"ownerDescription":59,"updatedAt":60,"install":61,"resources":74},"01M6AD9ZKCFRAPKKF0PFJD9NHA","fact-checking",null,"Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.","github\u002Fgh-aw","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6AD3VCZ4WKQSFSRTPN7N9DN",5633,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Ffact-checking\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"fact checking","quality","2026","when","performing","claims","deliverables","references","endpoints","quality assurance","use","technical","testing","access","api","hypothesis","content","verification","squad","validate","review","2026-11-10 10:12:30",false,"---\nname: fact-checking\ndescription: Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.\nlicense: MIT\ncompatibility: Requires access to external references and APIs\nmetadata:\n  author: squad\n  version: \"1.0.0\"\n  domain: quality, verification\n  confidence: low\n  last_validated: \"2026-03-01\"\n---\n\n# Skill: Fact Checking\n\n## Context\nCodifies the challenger agent review output format and methodology so any agent performing fact-checking or review produces consistent, structured output.\n\n## Pattern\n\n### Review Methodology\n\nFor every claim or deliverable under review:\n1. Ask: \"What evidence supports this? What would disprove it?\"\n2. Generate counter-hypotheses and test them against available data\n3. Verify URLs, package names, API endpoints, and external references actually exist\n4. Flag confidence levels: ✅ Verified, ⚠️ Unverified, ❌ Contradicted\n\n### Review Output Format\n\nWhen reviewing another agent's work, use this template:\n\n```\n### Fact Check — {deliverable name}\n**Claims verified:** {count}\n**Issues found:** {count}\n\n| # | Claim | Status | Evidence\u002FNotes |\n|---|-------|--------|---------------|\n| 1 | {claim} | ✅\u002F⚠️\u002F❌ | {supporting or contradicting evidence} |\n\n**Counter-hypotheses tested:**\n- {alternative explanation + result}\n\n**Verdict:** {PASS \u002F PASS WITH NOTES \u002F NEEDS REVISION}\n```\n\n### Confidence Levels\n\n- ✅ **Verified** — evidence confirms the claim\n- ⚠️ **Unverified** — cannot confirm or deny; suggest verification method\n- ❌ **Contradicted** — evidence disproves the claim\n\n### Ceremony Integration\n\nAuto-trigger this skill before any architecture decision, or when an agent claim contains superlatives or percentage thresholds (e.g., \"saves 75%\", \"always\", \"never\"). The coordinator spawns the challenger agent with:\n\n```\nChallenger — fact-check {agent}'s claim: \"{claim}\"\nCite evidence for every verdict. Max 3 investigation cycles.\n```","# Skill: Fact Checking\n\n## Context\nCodifies the challenger agent review output format and methodology so any agent performing fact-checking or review produces consistent, structured output.\n\n## Pattern\n\n### Review Methodology\n\nFor every claim or deliverable under review:\n1. Ask: \"What evidence supports this? What would disprove it?\"\n2. Generate counter-hypotheses and test them against available data\n3. Verify URLs, package names, API endpoints, and external references actually exist\n4. Flag confidence levels: ✅ Verified, ⚠️ Unverified, ❌ Contradicted\n\n### Review Output Format\n\nWhen reviewing another agent's work, use this template:\n\n```\n### Fact Check — {deliverable name}\n**Claims verified:** {count}\n**Issues found:** {count}\n\n| # | Claim | Status | Evidence\u002FNotes |\n|---|-------|--------|---------------|\n| 1 | {claim} | ✅\u002F⚠️\u002F❌ | {supporting or contradicting evidence} |\n\n**Counter-hypotheses tested:**\n- {alternative explanation + result}\n\n**Verdict:** {PASS \u002F PASS WITH NOTES \u002F NEEDS REVISION}\n```\n\n### Confidence Levels\n\n- ✅ **Verified** — evidence confirms the claim\n- ⚠️ **Unverified** — cannot confirm or deny; suggest verification method\n- ❌ **Contradicted** — evidence disproves the claim\n\n### Ceremony Integration\n\nAuto-trigger this skill before any architecture decision, or when an agent claim contains superlatives or percentage thresholds (e.g., \"saves 75%\", \"always\", \"never\"). The coordinator spawns the challenger agent with:\n\n```\nChallenger — fact-check {agent}'s claim: \"{claim}\"\nCite evidence for every verdict. Max 3 investigation cycles.\n```",{"name":5,"license":15,"metadata":45,"description":7,"compatibility":50},{"author":37,"domain":46,"version":47,"confidence":48,"last_validated":49},"quality, verification","1.0.0","low","2026-03-01","Requires access to external references and APIs","main","8541229759617347888641eba917d3b0ad66a984",".squad\u002Ftemplates\u002Fskills\u002Ffact-checking",626,"https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw","https:\u002F\u002Fgh.io\u002Fgh-aw","https:\u002F\u002Fgithub.com\u002Fgithub","https:\u002F\u002Fgithub.com\u002Fabout","How people build software.","2026-11-14 06:33:26",{"source":8,"skillName":5,"commands":62,"prompt":72,"zipAvailable":73},[63,66,69],{"tool":64,"command":65},"npx","npx skills add github\u002Fgh-aw --skill fact-checking",{"tool":67,"command":68},"bunx","bunx skills add github\u002Fgh-aw --skill fact-checking",{"tool":70,"command":71},"pnpm","pnpm dlx skills add github\u002Fgh-aw --skill fact-checking","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Ffact-checking\u002FSKILL.md",true,[75,80,86],{"path":76,"resourceType":76,"resourceTypeDesc":77,"sizeBytes":78,"sourceHtmlUrl":79},"LICENSE","许可证",1068,"https:\u002F\u002Fgithub.com\u002Fajrussellaudio\u002Fdotfiles\u002Fblob\u002Fmain\u002Fagents\u002F.claude\u002Fskills\u002Fdeep-review\u002FLICENSE",{"path":81,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":84,"sourceHtmlUrl":85},"references\u002Fperformance-checklist.md","REFERENCE","参考文档",7408,"https:\u002F\u002Fgithub.com\u002Fajrussellaudio\u002Fdotfiles\u002Fblob\u002Fmain\u002Fagents\u002F.claude\u002Fskills\u002Fdeep-review\u002Freferences\u002Fperformance-checklist.md",{"path":87,"resourceType":82,"resourceTypeDesc":83,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Fsecurity-checklist.md",11881,"https:\u002F\u002Fgithub.com\u002Fajrussellaudio\u002Fdotfiles\u002Fblob\u002Fmain\u002Fagents\u002F.claude\u002Fskills\u002Fdeep-review\u002Freferences\u002Fsecurity-checklist.md",[91,120,138,162,188,204],{"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":105,"publishedAt":40},"01M6ADC942STTXHFV410J4DH0X","GitHub Agentic Workflows","GitHub Agentic Workflows (`gh-aw`) is a GitHub CLI extension for writing Agentic Workflows in markdown and compiling them to GitHub Actions.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002FSKILL.md",[97,102],{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000011","运维与部署","SCENARIO","使用场景",{"categoryNo":103,"categoryName":104,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000023","Skill与智能体开发",[9,106,107,108,109,110,111,112,113,114,115,116,117,118,119],"agentic","agentic workflows","github agentic workflows","workflows","github cli","gh","extension","for","compiling","cli","writing","actions","github actions","markdown",{"skillNo":121,"name":122,"nameZh":6,"description":123,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":124,"categories":125,"keywords":126,"publishedAt":40},"01M6ADC6ZXSA46N9XD6VNAP1MS","windows-compatibility","Cross-platform path handling and command patterns","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Fwindows-compatibility\u002FSKILL.md",[],[127,128,129,130,131,132,133,134,135,136,137],"windows","windows 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spawn","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Ftiered-memory\u002FSKILL.md",[168,171],{"categoryNo":169,"categoryName":170,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":103,"categoryName":104,"taxonomyType":100,"taxonomyTypeDesc":101},[173,174,175,176,113,177,178,179,180,181,182,183,184,185,186,187],"tiered memory","memory","memory-management","model","cold","proposal","runtime","three","spawn","management","context","wiki","agent memory","performance","design",{"skillNo":189,"name":190,"nameZh":6,"description":191,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":192,"categories":193,"keywords":197,"publishedAt":40},"01M6ADBZTDGFM0E25EWRQEMYEH","test-discipline","Update tests when changing APIs — no exceptions","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Ftest-discipline\u002FSKILL.md",[194],{"categoryNo":195,"categoryName":196,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000008","测试与质量",[198,199,200,201,22,132,202,148,20,203],"test discipline","discipline","test","sync","tests","update",{"skillNo":205,"name":37,"nameZh":6,"description":206,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":207,"categories":208,"keywords":209,"publishedAt":40},"01M6ADBX5MJP4Z7CG4XTV8ZVT8","Squad's command catalog and interactive menu. Invoke via \u002Fsquad (slash command) or natural language (\"squad commands\", \"what can squad do\", \"show me squad options\"). Presents categorized operations (Install & Upgrade, Team Management, Issues & PRs, Plugins & Skills, Model & Cost, Sessions & State) as an interactive picker. Routes to the right squad CLI command or the Squad coordinator agent.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw\u002Fblob\u002Fmain\u002F.squad\u002Ftemplates\u002Fskills\u002Fsquad\u002FSKILL.md",[],[37,210,211,212,213,214,215,216,217,218,219,220,221,136,176,222,223,224,225,226,227,228,115],"show","interactive menu","invoke","coordinator","as","commands","upgrade","options","me","natural language","do","install","team","show me","plugins","issues","state","squad commands","sessions"]