[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6NWR8HSNRS7MNDK2J02QYMN":3,"skill-same:01M6NWR8HSNRS7MNDK2J02QYMN":59},{"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":32,"linkOnly":33,"markdownContent":34,"markdownBody":35,"frontMatter":36,"refName":37,"commitSha":38,"skillDirectory":39,"forksCount":14,"repositoryHtmlUrl":40,"repositoryHomepageUrl":6,"ownerHtmlUrl":41,"ownerBlogUrl":42,"ownerDescription":43,"updatedAt":44,"install":45,"resources":58},"01M6NWR8HSNRS7MNDK2J02QYMN","verification-loop",null,"Comprehensive verification system covering build, types, lint, tests, security, and diff review before a PR.","rubicanjr\u002FFinCognis","rubicanjr","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F234912519?v=4","01M6NT156NND8J474G34SB3923","Rubi","01M6NT15B70RWXE1N3YV0BZY8A",0,"MIT","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fverification-loop\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31],"verification","loop","verification loop","review","security","pr","lint","system","diff","build","tests","diff review","types","2026-11-10 10:12:30",false,"---\nname: verification-loop\ndescription: Comprehensive verification system covering build, types, lint, tests, security, and diff review before a PR.\n---\n\n# Verification Loop Skill\n\nA comprehensive verification system for Claude Code sessions.\n\n## When to Use\n\nInvoke this skill:\n- After completing a feature or significant code change\n- Before creating a PR\n- When you want to ensure quality gates pass\n- After refactoring\n\n## Verification Phases\n\n### Phase 1: Build Verification\n```bash\n# Check if project builds\nnpm run build 2>&1 | tail -20\n# OR\npnpm build 2>&1 | tail -20\n```\n\nIf build fails, STOP and fix before continuing.\n\n### Phase 2: Type Check\n```bash\n# TypeScript projects\nnpx tsc --noEmit 2>&1 | head -30\n\n# Python projects\npyright . 2>&1 | head -30\n```\n\nReport all type errors. Fix critical ones before continuing.\n\n### Phase 3: Lint Check\n```bash\n# JavaScript\u002FTypeScript\nnpm run lint 2>&1 | head -30\n\n# Python\nruff check . 2>&1 | head -30\n```\n\n### Phase 4: Test Suite\n```bash\n# Run tests with coverage\nnpm run test -- --coverage 2>&1 | tail -50\n\n# Check coverage threshold\n# Target: 80% minimum\n```\n\nReport:\n- Total tests: X\n- Passed: X\n- Failed: X\n- Coverage: X%\n\n### Phase 5: Security Scan\n```bash\n# Check for secrets\ngrep -rn \"sk-\" --include=\"*.ts\" --include=\"*.js\" . 2>\u002Fdev\u002Fnull | head -10\ngrep -rn \"api_key\" --include=\"*.ts\" --include=\"*.js\" . 2>\u002Fdev\u002Fnull | head -10\n\n# Check for console.log\ngrep -rn \"console.log\" --include=\"*.ts\" --include=\"*.tsx\" src\u002F 2>\u002Fdev\u002Fnull | head -10\n```\n\n### Phase 6: Diff Review\n```bash\n# Show what changed\ngit diff --stat\ngit diff HEAD~1 --name-only\n```\n\nReview each changed file for:\n- Unintended changes\n- Missing error handling\n- Potential edge cases\n\n## Output Format\n\nAfter running all phases, produce a verification report:\n\n```\nVERIFICATION REPORT\n==================\n\nBuild:     [PASS\u002FFAIL]\nTypes:     [PASS\u002FFAIL] (X errors)\nLint:      [PASS\u002FFAIL] (X warnings)\nTests:     [PASS\u002FFAIL] (X\u002FY passed, Z% coverage)\nSecurity:  [PASS\u002FFAIL] (X issues)\nDiff:      [X files changed]\n\nOverall:   [READY\u002FNOT READY] for PR\n\nIssues to Fix:\n1. ...\n2. ...\n```\n\n## Continuous Mode\n\nFor long sessions, run verification every 15 minutes or after major changes:\n\n```markdown\nSet a mental checkpoint:\n- After completing each function\n- After finishing a component\n- Before moving to next task\n\nRun: \u002Fverify\n```\n\n## Integration with Hooks\n\nThis skill complements PostToolUse hooks but provides deeper verification.\nHooks catch issues immediately; this skill provides comprehensive review.\n","# Verification Loop Skill\n\nA comprehensive verification system for Claude Code sessions.\n\n## When to Use\n\nInvoke this skill:\n- After completing a feature or significant code change\n- Before creating a PR\n- When you want to ensure quality gates pass\n- After refactoring\n\n## Verification Phases\n\n### Phase 1: Build Verification\n```bash\n# Check if project builds\nnpm run build 2>&1 | tail -20\n# OR\npnpm build 2>&1 | tail -20\n```\n\nIf build fails, STOP and fix before continuing.\n\n### Phase 2: Type Check\n```bash\n# TypeScript projects\nnpx tsc --noEmit 2>&1 | head -30\n\n# Python projects\npyright . 2>&1 | head -30\n```\n\nReport all type errors. Fix critical ones before continuing.\n\n### Phase 3: Lint Check\n```bash\n# JavaScript\u002FTypeScript\nnpm run lint 2>&1 | head -30\n\n# Python\nruff check . 2>&1 | head -30\n```\n\n### Phase 4: Test Suite\n```bash\n# Run tests with coverage\nnpm run test -- --coverage 2>&1 | tail -50\n\n# Check coverage threshold\n# Target: 80% minimum\n```\n\nReport:\n- Total tests: X\n- Passed: X\n- Failed: X\n- Coverage: X%\n\n### Phase 5: Security Scan\n```bash\n# Check for secrets\ngrep -rn \"sk-\" --include=\"*.ts\" --include=\"*.js\" . 2>\u002Fdev\u002Fnull | head -10\ngrep -rn \"api_key\" --include=\"*.ts\" --include=\"*.js\" . 2>\u002Fdev\u002Fnull | head -10\n\n# Check for console.log\ngrep -rn \"console.log\" --include=\"*.ts\" --include=\"*.tsx\" src\u002F 2>\u002Fdev\u002Fnull | head -10\n```\n\n### Phase 6: Diff Review\n```bash\n# Show what changed\ngit diff --stat\ngit diff HEAD~1 --name-only\n```\n\nReview each changed file for:\n- Unintended changes\n- Missing error handling\n- Potential edge cases\n\n## Output Format\n\nAfter running all phases, produce a verification report:\n\n```\nVERIFICATION REPORT\n==================\n\nBuild:     [PASS\u002FFAIL]\nTypes:     [PASS\u002FFAIL] (X errors)\nLint:      [PASS\u002FFAIL] (X warnings)\nTests:     [PASS\u002FFAIL] (X\u002FY passed, Z% coverage)\nSecurity:  [PASS\u002FFAIL] (X issues)\nDiff:      [X files changed]\n\nOverall:   [READY\u002FNOT READY] for PR\n\nIssues to Fix:\n1. ...\n2. ...\n```\n\n## Continuous Mode\n\nFor long sessions, run verification every 15 minutes or after major changes:\n\n```markdown\nSet a mental checkpoint:\n- After completing each function\n- After finishing a component\n- Before moving to next task\n\nRun: \u002Fverify\n```\n\n## Integration with Hooks\n\nThis skill complements PostToolUse hooks but provides deeper verification.\nHooks catch issues immediately; this skill provides comprehensive review.\n",{"name":5,"description":7},"main","70e1c350500ee750987420bbae48837afa906b7e","skills\u002Fverification-loop","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis","https:\u002F\u002Fgithub.com\u002Frubicanjr","linktr.ee\u002Ffinanskodu","Industrial Engineer & CIO @FinansKodu. Architecting AI-driven financial agents and autonomous workflows. 🏗️ Building systems, not just prompts.","2026-06-09 13:50:15",{"source":8,"skillName":5,"commands":46,"prompt":56,"zipAvailable":57},[47,50,53],{"tool":48,"command":49},"npx","npx skills add rubicanjr\u002FFinCognis --skill verification-loop",{"tool":51,"command":52},"bunx","bunx skills add rubicanjr\u002FFinCognis --skill verification-loop",{"tool":54,"command":55},"pnpm","pnpm dlx skills add rubicanjr\u002FFinCognis --skill verification-loop","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fverification-loop\u002FSKILL.md",true,[],[60,81,89,109,139,161],{"skillNo":61,"name":62,"nameZh":6,"description":63,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":64,"categories":65,"keywords":71,"publishedAt":32},"01M6NWS9DAXJTADT4T5MB49X8W","workflow-router","Goal-based workflow orchestration - routes tasks to specialist agents based on user goals","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fworkflow-router\u002FSKILL.md",[66],{"categoryNo":67,"categoryName":68,"taxonomyType":69,"taxonomyTypeDesc":70},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[72,73,74,75,76,77,78,79,80],"workflow","router","workflow router","orchestration","tasks","workflow orchestration","user","goal","goals",{"skillNo":82,"name":83,"nameZh":6,"description":84,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":85,"categories":86,"keywords":87,"publishedAt":32},"01M6NWS3RETSC0SHP16HP66E14","wiring","Wiring Verification","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fwiring\u002FSKILL.md",[],[83,19,88],"false",{"skillNo":90,"name":91,"nameZh":6,"description":92,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":93,"categories":94,"keywords":98,"publishedAt":32},"01M6NWS0XW9CVQZBDA1EGW0TWC","websocket-patterns","Connection management, room patterns, reconnection strategies, message buffering, and binary protocol design.","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fwebsocket-patterns\u002Fskill.md",[95],{"categoryNo":96,"categoryName":97,"taxonomyType":69,"taxonomyTypeDesc":70},"01JBSEEDCAT000000000000015","视觉设计",[99,100,101,102,103,104,105,106,107,108],"websocket","patterns","websocket patterns","design","protocol","management","message","strategies","binary","connection",{"skillNo":110,"name":111,"nameZh":6,"description":112,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":113,"categories":114,"keywords":119,"publishedAt":32},"01M6NWRDQDX9ZNETAWRRMQWV52","visual-verdict","Screenshot comparison QA for frontend development. Takes a screenshot of the current implementation, scores it across multiple visual dimensions, and returns a structured PASS\u002FREVISE\u002FFAIL verdict with concrete fixes. Use when implementing UI from a design reference or verifying visual correctness.","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fvisual-verdict\u002FSKILL.md",[115,118],{"categoryNo":116,"categoryName":117,"taxonomyType":69,"taxonomyTypeDesc":70},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":67,"categoryName":68,"taxonomyType":69,"taxonomyTypeDesc":70},[120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,102,137,138],"verdict","visual verdict","visual","revise","use","comparison","across","correctness","dimensions","implementing","frontend development","development","for","fixes","ui","screenshot","qa","frontend","returns",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":145,"publishedAt":32},"01M6NWR4HHSFR0VR5EXFRWA747","vector-db-patterns","Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fvector-db-patterns\u002Fskill.md",[],[146,100,147,148,149,150,151,152,153,132,154,155,156,157,106,158,159,160],"db","vector","vector db","vector db patterns","rag","semantic search","Hybrid Search","hybrid","embedding","retrieval","semantic","chunking","algorithms","embedding strategies","search",{"skillNo":162,"name":163,"nameZh":6,"description":164,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":165,"categories":166,"keywords":167,"publishedAt":32},"01M6NWQFTGW6RQQRPQ4Z2XM2BK","variant-analysis","Find similar vulnerabilities across a codebase after discovering one instance. Uses pattern matching, AST search, Semgrep\u002FCodeQL queries, and manual tracing to propagate findings. Adapted from Trail of Bits. Use after finding a bug to check if the same pattern exists elsewhere.","https:\u002F\u002Fgithub.com\u002Frubicanjr\u002FFinCognis\u002Fblob\u002Fmain\u002Fskills\u002Fvariant-analysis\u002FSKILL.md",[],[168,169,170,171,172,173,174,175,176,126,177,178,124,179,180,181,182,183,184,160],"variant","variant analysis","analysis","queries","codebase","manual","pattern matching","propagate","matching","pattern","bug","check","find","ast","semgrep","codeql","tracing"]