[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DJERMEJ072CKPA19PDDH0P":3,"skill-same:01M6DJERMEJ072CKPA19PDDH0P":112},{"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":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":49,"commitSha":50,"skillDirectory":51,"forksCount":14,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":54,"ownerDescription":55,"updatedAt":56,"install":57,"resources":70},"01M6DJERMEJ072CKPA19PDDH0P","review-quality",null,"Language-agnostic code review across four pillars: Clarity, Simplicity, Good Practices, and Security. Produces severity-tagged findings (CRITICAL\u002FWARNING\u002FSUGGESTION). Complements audit-cognitive-debt for dead code and duplication. Part of Codecraft plugin. Use when asked to review code quality, audit security, check best practices, or find code smells.","dasobral\u002Fskills","dasobral","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F108470360?v=4","01M6DJBRR588S4TSNFT0ZYY6BV","Daniel SB","01M6DJBRWBDEBPCQ874SWDZWZR",0,"MIT","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"review","review quality","quality","code quality","code review","critical","across","good","simplicity","use","check","find","plugin","dead code","clarity","review code","severity","audit","best practices","code","2026-11-10 10:12:30",false,"---\nname: review-quality\ndescription: >\n  Language-agnostic code review across four pillars: Clarity, Simplicity,\n  Good Practices, and Security. Produces severity-tagged findings\n  (CRITICAL\u002FWARNING\u002FSUGGESTION). Complements audit-cognitive-debt for\n  dead code and duplication. Part of Codecraft plugin.\n  Use when asked to review code quality, audit security, check best\n  practices, or find code smells.\n---\n\n# Review Quality\n\nStructured, severity-tagged review across **four pillars**. Focus on code\nhealth and maintainability — not functional correctness (that's for tests).\n\n## Step 1 — Resolve Scope\n\n1. Path argument\n2. Attached\u002Fmentioned files\n3. Pasted code block\n4. Working directory glob for source extensions (exclude build\u002Fvendor dirs)\n\nAnnounce: `Reviewing scope: \u003Cpath>`\n\n## Step 2 — Load Checklist\n\nRead `references\u002Freview-checklist.md` and `references\u002Fshared-heuristics.md`.\n\n## Step 3 — Analyze (Four Pillars)\n\n| Pillar | Focus |\n|--------|-------|\n| P1 Clarity | Naming, structure, readability |\n| P2 Simplicity | Complexity, over-engineering, YAGNI |\n| P3 Good Practices | SOLID, DRY, error handling, testability |\n| P4 Security | Injection, secrets, deserialization, deps |\n\nPer finding: severity, pillar tag, file:line, problem, consequence, fix snippet.\n\nSeverity rules:\n- **CRITICAL** — security vulnerability or production defect\n- **WARNING** — significant maintainability\u002Freliability issue\n- **SUGGESTION** — minor improvement\n\n## Step 4 — Report\n\nUse `templates\u002Freview-report.md`. Output to conversation (not a file unless asked).\n\nInclude health summary table and rating: CRITICAL \u002F NEEDS WORK \u002F HEALTHY \u002F EXCELLENT.\n\n## Step 5 — Delegate for Large Scopes\n\nFor >5 files or >2000 LOC, run parallel module reviewers (one per module), then\nsynthesize. See `references\u002Fplatform-orchestration.md` for platform-specific\nparallel worker mechanisms.\n\n## Rules\n\n- Real issues only; quote bad code with file:line\n- Every CRITICAL\u002FWARNING needs a fix snippet\n- Read-only — never modify source unless asked\n- For cognitive friction (dead code, duplication), suggest `audit-cognitive-debt`\n","# Review Quality\n\nStructured, severity-tagged review across **four pillars**. Focus on code\nhealth and maintainability — not functional correctness (that's for tests).\n\n## Step 1 — Resolve Scope\n\n1. Path argument\n2. Attached\u002Fmentioned files\n3. Pasted code block\n4. Working directory glob for source extensions (exclude build\u002Fvendor dirs)\n\nAnnounce: `Reviewing scope: \u003Cpath>`\n\n## Step 2 — Load Checklist\n\nRead `references\u002Freview-checklist.md` and `references\u002Fshared-heuristics.md`.\n\n## Step 3 — Analyze (Four Pillars)\n\n| Pillar | Focus |\n|--------|-------|\n| P1 Clarity | Naming, structure, readability |\n| P2 Simplicity | Complexity, over-engineering, YAGNI |\n| P3 Good Practices | SOLID, DRY, error handling, testability |\n| P4 Security | Injection, secrets, deserialization, deps |\n\nPer finding: severity, pillar tag, file:line, problem, consequence, fix snippet.\n\nSeverity rules:\n- **CRITICAL** — security vulnerability or production defect\n- **WARNING** — significant maintainability\u002Freliability issue\n- **SUGGESTION** — minor improvement\n\n## Step 4 — Report\n\nUse `templates\u002Freview-report.md`. Output to conversation (not a file unless asked).\n\nInclude health summary table and rating: CRITICAL \u002F NEEDS WORK \u002F HEALTHY \u002F EXCELLENT.\n\n## Step 5 — Delegate for Large Scopes\n\nFor >5 files or >2000 LOC, run parallel module reviewers (one per module), then\nsynthesize. See `references\u002Fplatform-orchestration.md` for platform-specific\nparallel worker mechanisms.\n\n## Rules\n\n- Real issues only; quote bad code with file:line\n- Every CRITICAL\u002FWARNING needs a fix snippet\n- Read-only — never modify source unless asked\n- For cognitive friction (dead code, duplication), suggest `audit-cognitive-debt`\n",{"name":5,"description":7},"main","1e047a4b00be0c07efa464cd97f36fa39d4b1718","skills\u002Freview-quality","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills","https:\u002F\u002Fgithub.com\u002Fdasobral","https:\u002F\u002Forcid.org\u002Fmy-orcid?orcid=0000-0001-9559-3651","Software Engineer with a Ph. D. in Physics","2026-08-15 21:49:02",{"source":8,"skillName":5,"commands":58,"prompt":68,"zipAvailable":69},[59,62,65],{"tool":60,"command":61},"npx","npx skills add dasobral\u002Fskills --skill review-quality",{"tool":63,"command":64},"bunx","bunx skills add dasobral\u002Fskills --skill review-quality",{"tool":66,"command":67},"pnpm","pnpm dlx skills add dasobral\u002Fskills --skill review-quality","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002FSKILL.md",true,[71,77,83,86,90,94,98,102,108],{"path":72,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":75,"sourceHtmlUrl":76},"examples\u002Finput\u002Fuser_service.py","SCRIPT","脚本",5934,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Fexamples\u002Finput\u002Fuser_service.py",{"path":78,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":81,"sourceHtmlUrl":82},"examples\u002Foutput\u002Fuser_service_review.md","REFERENCE","参考文档",20643,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Fexamples\u002Foutput\u002Fuser_service_review.md",{"path":84,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":75,"sourceHtmlUrl":85},"examples\u002Fuser_service.py","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Fexamples\u002Fuser_service.py",{"path":87,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Fplatform-orchestration.md",1194,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Freferences\u002Fplatform-orchestration.md",{"path":91,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":92,"sourceHtmlUrl":93},"references\u002Fplatform-paths.md",1353,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Freferences\u002Fplatform-paths.md",{"path":95,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":96,"sourceHtmlUrl":97},"references\u002Freview-checklist.md",13025,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Freferences\u002Freview-checklist.md",{"path":99,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":100,"sourceHtmlUrl":101},"references\u002Fshared-heuristics.md",1598,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Freferences\u002Fshared-heuristics.md",{"path":103,"resourceType":104,"resourceTypeDesc":105,"sizeBytes":106,"sourceHtmlUrl":107},"SKILL.md.tmpl","OTHER","其他",11635,"https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fgstack\u002Fdesign-shotgun\u002FSKILL.md.tmpl",{"path":109,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":110,"sourceHtmlUrl":111},"templates\u002Freview-report.md",5612,"https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Freview-quality\u002Ftemplates\u002Freview-report.md",[113,128,159,179,209,232],{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":122,"publishedAt":44},"01M6DJFKJASZX8BMFGRQBEKFY9","fixture-skill","Fixture skill used to prove trust inventory coverage.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Ftools\u002Fskills-export\u002Ftests\u002Ffixtures\u002Fworkflows\u002Fagent-security\u002Frepository\u002F.cursor\u002Fskills\u002Ffixture-skill\u002FSKILL.md",[119],{"categoryNo":120,"categoryName":121,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[123,124,125,126,127],"fixture","fixture skill","trust","coverage","inventory",{"skillNo":129,"name":130,"nameZh":6,"description":131,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":132,"categories":133,"keywords":145,"publishedAt":44},"01M6DJFG24D9X2WAP411JJP71W","write-conformant-code","Write code in any language that matches project conventions exactly. Reads CODING_REQUIREMENTS.md, prior review output, or built-in defaults before writing. Part of Codecraft pipeline: analyze → write → review → audit. Use when implementing features, functions, or any code that should fit seamlessly into an existing codebase.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fwrite-conformant-code\u002FSKILL.md",[134,137,142],{"categoryNo":135,"categoryName":136,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":138,"categoryName":139,"taxonomyType":140,"taxonomyTypeDesc":141},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",{"categoryNo":143,"categoryName":144,"taxonomyType":140,"taxonomyTypeDesc":141},"01JBSEEDCAT000000000000036","内容创作者",[43,146,147,148,149,24,150,151,152,41,153,154,155,156,33,157,158],"write","write conformant code","conventions","writing","fit","project conventions","requirements","pipeline","analyze","coding","project","functions","language",{"skillNo":160,"name":161,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":168,"publishedAt":44},"01M6DJFDDCWB5VMAYE79YTZB40","test-crypto-interoperability","Record reproducible cryptographic interoperability cases, including negotiation, fallback, sizes, latency, fragmentation, and negative tests.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Ftest-crypto-interoperability\u002FSKILL.md",[165],{"categoryNo":166,"categoryName":167,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[169,170,171,172,173,174,175,176,177,178],"test","interoperability","crypto","test crypto interoperability","negotiation","Reproducible","fallback","record","latency","tests",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":192,"publishedAt":44},"01M6DJF68YHCTQA473PSH24HSK","scientific-platform-architect","Design scientific computing platforms combining HPC kernels with modern infrastructure. Enforces compute-layer separation (Rust\u002FPyTorch\u002FPython), emulator-first thinking, and right-sized infrastructure. Use for MCMC pipelines, neural emulators, platform design, or scientific code review.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fscientific-platform-architect\u002FSKILL.md",[185,186,189],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":187,"categoryName":188,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":190,"categoryName":191,"taxonomyType":140,"taxonomyTypeDesc":141},"01JBSEEDCAT000000000000032","设计师",[193,194,195,196,197,198,199,200,201,33,202,203,43,204,205,206,207,24,208,28],"platform","scientific platform architect","architect","emulators","scientific computing","pytorch","thinking","Neural","pipelines","platform design","first","infrastructure","compute","rust","python","design",{"skillNo":210,"name":211,"nameZh":6,"description":212,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":213,"categories":214,"keywords":216,"publishedAt":44},"01M6DJF2D8ZNG4439WQ21CQ75D","rust-systems","Rust systems engineering for daemons, HTTP APIs, and AOS components. Enforces Tokio\u002FAxum async-first, LiteLLM-compatible OpenAI APIs, workspace layouts, tracing, and systemd-compatible daemon design. Part of AOS Stack plugin. Use for .rs files, Cargo.toml, daemons, or Rust orchestrator services.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Frust-systems\u002FSKILL.md",[215],{"categoryNo":187,"categoryName":188,"taxonomyType":21,"taxonomyTypeDesc":22},[217,218,206,219,33,220,221,222,223,203,224,225,226,36,227,228,208,229,230,231],"rust systems","systems","openai","orchestrator","litellm","workspace","stack","services","tracing","async","http","components","cargo","toml","files",{"skillNo":233,"name":234,"nameZh":6,"description":235,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":236,"categories":237,"keywords":239,"publishedAt":44},"01M6DJEYP0JJX0XJPJYR36VRTW","run-agent-attack-replay","Aggregate isolated agent attack trials with deterministic side-effect assertions, Wilson intervals, and preserved trace evidence.","https:\u002F\u002Fgithub.com\u002Fdasobral\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Frun-agent-attack-replay\u002FSKILL.md",[238],{"categoryNo":120,"categoryName":121,"taxonomyType":21,"taxonomyTypeDesc":22},[240,241,242,243,244,245,246],"run","replay","run agent attack replay","deterministic","evidence","effect","trace"]