[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MD8V0CDHHTE0HHTBBPFBJP":3,"skill-same:01M6MD8V0CDHHTE0HHTBBPFBJP":107},{"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":35,"linkOnly":36,"markdownContent":37,"markdownBody":38,"frontMatter":39,"refName":40,"commitSha":41,"skillDirectory":42,"forksCount":43,"repositoryHtmlUrl":44,"repositoryHomepageUrl":45,"ownerHtmlUrl":46,"ownerBlogUrl":45,"ownerDescription":47,"updatedAt":48,"install":49,"resources":62},"01M6MD8V0CDHHTE0HHTBBPFBJP","systematic-debugging",null,"Investigate a failure with an unclear cause, repeated unsuccessful fixes, or a cross-component boundary. Use existing reproduction evidence for a localized bug; not a mandatory multi-stage ritual for every edit.","compozy\u002Fcompozy","compozy","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F205107042?v=4","01M6JWVTXX4DX38AWZ7SPFEKEV","CompozyOS","01M6JWVV2P34GM1PDATVB2EV05",2864,"MIT","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34],"systematic debugging","debugging","systematic","component","boundary","investigate","edit","use","evidence","bug","stage","multi","with","for","fixes","Existing","2026-11-10 10:12:30",false,"---\nname: systematic-debugging\ndescription: Investigate a failure with an unclear cause, repeated unsuccessful fixes, or a cross-component boundary. Use existing reproduction evidence for a localized bug; not a mandatory multi-stage ritual for every edit.\n---\n\n# Diagnose Before Repair\n\nFor a clear localized failure, use the short path: read the diagnostic and relevant change, reproduce or reuse its evidence, locate the owning cause, repair it, and verify the symptom in the existing suite\u002Fprobe.\n\nExpand investigation when the evidence does not explain the failure:\n\n- Trace the bad value or lifetime to its source; compare relevant working code and contracts. `root-cause-tracing.md` describes backward tracing when the call chain is unclear.\n- Instrument only the unresolved boundary, using safe summaries rather than dumping credentials or whole environments. Gather enough evidence to distinguish hypotheses.\n- Test a concrete causal hypothesis with the smallest useful experiment. After a failed attempt, update the hypothesis from the result; an arbitrary attempt count does not itself require an architecture meeting.\n- Use `condition-based-waiting.md` for readiness\u002Ftiming problems. `defense-in-depth.md` applies when independently trusted boundaries need validation, not as a reason to duplicate checks throughout domain code.\n\nAdd a focused regression where no existing check owns the invariant. A failing production regression is fixed in production; an invalid test needs contract evidence before its expectation changes. Preserve required compatibility adapters and avoid unrelated cleanup.\n\nRun the affected check and required project gates. Reuse evidence for unchanged inputs; widen only for relevant changes, failures, or unresolved risk. If reproduction is unavailable, state the evidence and uncertainty and continue useful investigation. Ask only for a decision or information that actually blocks progress.\n\nFor external defects, isolate the necessary handling and its removal condition with `no-workarounds`. Do not claim a causal fix or completion beyond the available evidence.\n","# Diagnose Before Repair\n\nFor a clear localized failure, use the short path: read the diagnostic and relevant change, reproduce or reuse its evidence, locate the owning cause, repair it, and verify the symptom in the existing suite\u002Fprobe.\n\nExpand investigation when the evidence does not explain the failure:\n\n- Trace the bad value or lifetime to its source; compare relevant working code and contracts. `root-cause-tracing.md` describes backward tracing when the call chain is unclear.\n- Instrument only the unresolved boundary, using safe summaries rather than dumping credentials or whole environments. Gather enough evidence to distinguish hypotheses.\n- Test a concrete causal hypothesis with the smallest useful experiment. After a failed attempt, update the hypothesis from the result; an arbitrary attempt count does not itself require an architecture meeting.\n- Use `condition-based-waiting.md` for readiness\u002Ftiming problems. `defense-in-depth.md` applies when independently trusted boundaries need validation, not as a reason to duplicate checks throughout domain code.\n\nAdd a focused regression where no existing check owns the invariant. A failing production regression is fixed in production; an invalid test needs contract evidence before its expectation changes. Preserve required compatibility adapters and avoid unrelated cleanup.\n\nRun the affected check and required project gates. Reuse evidence for unchanged inputs; widen only for relevant changes, failures, or unresolved risk. If reproduction is unavailable, state the evidence and uncertainty and continue useful investigation. Ask only for a decision or information that actually blocks progress.\n\nFor external defects, isolate the necessary handling and its removal condition with `no-workarounds`. Do not claim a causal fix or completion beyond the available evidence.\n",{"name":5,"description":7},"main","65613632bb94072e27fc5015d17387e28a870111",".agents\u002Fskills\u002Fsystematic-debugging",188,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy","https:\u002F\u002Fcompozy.com","https:\u002F\u002Fgithub.com\u002Fcompozy","An OS for AI agents","2026-11-12 03:19:09",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add compozy\u002Fcompozy --skill systematic-debugging",{"tool":55,"command":56},"bunx","bunx skills add compozy\u002Fcompozy --skill systematic-debugging",{"tool":58,"command":59},"pnpm","pnpm dlx skills add compozy\u002Fcompozy --skill systematic-debugging","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002FSKILL.md",true,[63,69,75,79,83,87,91,95,99,103],{"path":64,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":67,"sourceHtmlUrl":68},"condition-based-waiting-example.ts","SCRIPT","脚本",5050,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Fcondition-based-waiting-example.ts",{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"condition-based-waiting.md","REFERENCE","参考文档",3692,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Fcondition-based-waiting.md",{"path":76,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":77,"sourceHtmlUrl":78},"CREATION-LOG.md",4282,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002FCREATION-LOG.md",{"path":80,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":81,"sourceHtmlUrl":82},"defense-in-depth.md",3642,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Fdefense-in-depth.md",{"path":84,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":85,"sourceHtmlUrl":86},"find-polluter.sh",1528,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Ffind-polluter.sh",{"path":88,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":89,"sourceHtmlUrl":90},"root-cause-tracing.md",5341,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Froot-cause-tracing.md",{"path":92,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":93,"sourceHtmlUrl":94},"test-academic.md",653,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Ftest-academic.md",{"path":96,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":97,"sourceHtmlUrl":98},"test-pressure-1.md",1907,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Ftest-pressure-1.md",{"path":100,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":101,"sourceHtmlUrl":102},"test-pressure-2.md",2290,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Ftest-pressure-2.md",{"path":104,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":105,"sourceHtmlUrl":106},"test-pressure-3.md",2698,"https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsystematic-debugging\u002Ftest-pressure-3.md",[108,141,165,187,198,210],{"skillNo":109,"name":110,"nameZh":6,"description":111,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":112,"licenseFileUrl":113,"sourceHtmlUrl":114,"categories":115,"keywords":121,"publishedAt":35},"01M6MD7W312X49RNEJRKKVKTTD","security-review","Security code review for vulnerabilities. Use when asked to \"security review\", \"find vulnerabilities\", \"check for security issues\", \"audit security\", \"OWASP review\", or review code for injection, XSS, authentication, authorization, cryptography issues. Provides systematic review with confidence-based reporting.","CC-BY-SA-4.0","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsecurity-review\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsecurity-review\u002FSKILL.md",[116],{"categoryNo":117,"categoryName":118,"taxonomyType":119,"taxonomyTypeDesc":120},"01JBSEEDCAT000000000000007","代码审查","SCENARIO","使用场景",[122,123,124,125,126,127,128,129,130,131,132,21,133,134,135,136,137,32,26,138,139,140],"security","security review","review","injection","authentication","code review","issues","Bash","code","xss","audit","read","reporting","cryptography","owasp","systematic review","task","when","audit security",{"skillNo":142,"name":143,"nameZh":6,"description":144,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":145,"categories":146,"keywords":152,"publishedAt":35},"01M6MD5K93G1GP8VA56V2FEPZV","lesson-learned","Extract evidence-backed engineering lessons from recent changes or incidents. Use for requested reflection, lesson updates, or retiring an obsolete workflow rule.","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Flesson-learned\u002FSKILL.md",[147],{"categoryNo":148,"categoryName":149,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000039","教师与教育","PROFESSION","适用职业",[153,154,155,32,156,27,157,158,159,160,161,162,26,163,164],"learned","lesson learned","lesson","changes","incidents","workflow","engineering","updates","extract","rule","lessons","reflection",{"skillNo":166,"name":9,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":170,"publishedAt":35},"01M6MDPNH3J60VRCGTPHVTHZR8","Operate CompozyOS. Use when working with CompozyOS sessions, agents, native tools, skills, tasks, Loops, Goals, Terminal, desktops and windows, automation, extensions, or configuration. Don't use for unrelated projects.","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002Fskills\u002Fcompozy\u002FSKILL.md",[],[9,171,172,173,174,32,175,176,26,177,178,179,31,180,181,182,183,184,185,186,139],"sessions","windows","projects","operate","runtime","true","automation","tasks","extensions","loops","unrelated","goals","native","terminal","configuration","Tools",{"skillNo":188,"name":189,"nameZh":6,"description":190,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":191,"categories":192,"keywords":193,"publishedAt":35},"01M6MDPHKNPQHJ1TF21E1HSFNF","remotion-upgrade","Upgrade Remotion, and related packages","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002Fpackages\u002Flaunch-video\u002F.agents\u002Fskills\u002Fremotion-upgrade\u002FSKILL.md",[],[194,195,196,197],"remotion upgrade","upgrade","Remotion","packages",{"skillNo":199,"name":200,"nameZh":6,"description":201,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":202,"categories":203,"keywords":204,"publishedAt":35},"01M6MDPFT91ZWC7Z09MRNZPAJG","remotion-studio","Preview a Remotion video","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002Fpackages\u002Flaunch-video\u002F.agents\u002Fskills\u002Fremotion-studio\u002FSKILL.md",[],[205,206,196,207,208,209],"studio","remotion studio","Video","preview","remotion video",{"skillNo":211,"name":212,"nameZh":6,"description":213,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":214,"categories":215,"keywords":216,"publishedAt":35},"01M6MDPD5XDZPYB5NAZGKMPXWC","remotion-saas","Build an app with Remotion","https:\u002F\u002Fgithub.com\u002Fcompozy\u002Fcompozy\u002Fblob\u002Fmain\u002Fpackages\u002Flaunch-video\u002F.agents\u002Fskills\u002Fremotion-saas\u002FSKILL.md",[],[217,218,196,31,219,220],"saas","remotion saas","app","build"]