{"enrichment":{"faq":[{"a":"Investigate guides you through five structured phases: evidence collection, pattern analysis, hypothesis testing, root cause confirmation, and verified fix implementation. The skill enforces the Iron Law\u2014never fix without a confirmed root cause\u2014by requiring you to gather logs, stack traces, and error patterns before proposing solutions. Each phase builds an evidence chain that feeds into a machine-readable debug report.","q":"How do I debug my code systematically with Investigate?"},{"a":"Investigate uses hypothesis testing with a 3-strike escalation rule to isolate bugs. You collect error patterns across your codebase, trace them to their origin, and test minimal probes to validate each hypothesis. The skill prevents guessing by requiring structured validation at each step, ensuring you confirm the actual cause before implementing any fix.","q":"What is the root cause analysis process in Investigate?"},{"a":"Investigate systematically extracts signals from logs and stack traces to map error scope and isolate the problem. It analyzes patterns across your codebase to assess how widespread the issue is, then guides you to the root cause through disciplined tracing. The output includes the full evidence chain so you can see exactly how the bug was located.","q":"How does Investigate help trace bug from logs and stack traces?"},{"a":"Investigate generates a structured debug report with the complete evidence chain, confirmed root cause, and regression test coverage. The report is machine-readable, making it easy to share findings, track the investigation, and ensure your fix is validated before deployment. This enforces accountability and prevents fixes without proper justification.","q":"What does Investigate's debug report include?"},{"a":"Yes. Investigate is designed for production error investigation by collecting evidence from live systems, tracing error patterns to assess scope, and confirming root cause before you deploy a fix. The structured methodology and regression test coverage reduce the risk of introducing new bugs while fixing the original issue.","q":"Can Investigate help me debug production errors?"},{"a":"Investigate enforces the Iron Law\u2014never fix without a confirmed root cause\u2014to prevent wasted effort and cascading failures. By requiring evidence collection, pattern analysis, and hypothesis validation before any fix, the skill ensures you address the actual problem, not symptoms. This disciplined approach saves time and improves code quality.","q":"Why does Investigate enforce the Iron Law principle?"}],"shadow_tags":["evidence-driven","hypothesis-validation","regression-testing","minimal-fixes","diagnostic-workflow","bug-reproduction","pattern-matching","escalation-protocol","structured-reporting"],"summary_rewrite":"Investigate guides you through structured debugging in five phases, from evidence collection to verified fix. It enforces the Iron Law principle\u2014never fix without a confirmed root cause\u2014using pattern analysis, hypothesis testing with a 3-strike escalation rule, and regression coverage. Output includes a machine-readable debug report with the full evidence chain."},"files":[{"bytes":4380,"path":".claude/skills/investigate/SKILL.md","sha256":"edb9d9a3f881a653321fddb779a2e77475d51d545abb7698e9936ea61cf6d6a7","url":"https://skillfed.io/files/catlog22/Claude-Code-Workflow/investigate/965aad88/SKILL.md"}],"id":"catlog22/Claude-Code-Workflow/investigate","links":{"html":"https://skillfed.io/catlog22/Claude-Code-Workflow/investigate","md":"https://skillfed.io/catlog22/Claude-Code-Workflow/investigate.md","repo":"https://github.com/catlog22/Claude-Code-Workflow"},"meta":{"agents_supported":["claude-code"],"first_seen":"2026-07-28","forks":165,"language":"TypeScript","last_updated":"2026-06-18","license":"MIT","name":"investigate","publisher":"catlog22","stars":2142},"relations":{"categories":["debugging","devops","software-engineering"],"similar":[{"id":"catlog22/Claude-Code-Workflow/team-frontend-debug"},{"id":"catlog22/Claude-Code-Workflow/team-perf-opt"},{"id":"catlog22/Claude-Code-Workflow/ccw-chain"},{"id":"catlog22/Claude-Code-Workflow/issue-manage"},{"id":"catlog22/Claude-Code-Workflow/session-sync"},{"id":"catlog22/Claude-Code-Workflow/ccw-help"},{"id":"catlog22/Claude-Code-Workflow/review-code"},{"id":"catlog22/Claude-Code-Workflow/team-planex"},{"id":"catlog22/Claude-Code-Workflow/team-frontend"},{"id":"catlog22/Claude-Code-Workflow/review-cycle"}]},"slug":{"owner":"catlog22","repo":"Claude-Code-Workflow","skill":"investigate"},"version":"965aad88"}