Structure debugging sessions to reproduce, isolate, diagnose, and fix errors.
npx skills add https://github.com/PoyoPoak/FastAPI-App-Template --skill debug-poyopoak
Please help me install this Agent Skill. Skill: debug Source: https://github.com/PoyoPoak/FastAPI-App-Template/tree/main/.agents/skills/debug Command: npx skills add https://github.com/PoyoPoak/FastAPI-App-Template --skill debug-poyopoak
Structured debugging session to reproduce, isolate, diagnose, and fix issues when errors occur, a stack trace is present, or behavior diverges from expectations across environments.
Run /debug followed by your error details to start a structured debugging session.
High-intent search queries and answers about installing and using this skill.
Structured debugging uses a repeatable workflow to reproduce, isolate, diagnose, and fix issues from stack traces. It guides input collection and outputs a standardized Debug Report documenting findings and proposed resolutions.
The best way to reproduce a behavior discrepancy across environments is applying a structured workflow that isolates variables. This process systematically narrows down divergent components to accurately diagnose the root cause of the error.
Yes, you can use a structured workflow to triage deployment issues. This process guides you through reproducing the deployment error, isolating the faulty component, diagnosing the root cause, and outlining a concrete fix with tests to prevent regressions.
A standardized debug report is needed to document findings and proposed resolutions effectively. It accelerates error triage by capturing stack traces and context consistently, ensuring fixes are guided properly and regressions are prevented.
Root-cause analysis fails without error isolation because the actual faulty component remains obscured by overlapping symptoms. Structured isolation narrows down behavior discrepancies across components to accurately target the underlying issue before remediation.
kynopticAnalyze stack traces and error logs to identify root causes and propose fixes.
tomgunReproduce bugs with regression tests and apply minimal root-cause fixes.
CrumbgrabberTrace bugs backward through the call stack to identify original triggers.
rezosndGenerate styled Excel workbooks with formulas, charts, and data validation.
