Trace reported issue symptoms to code paths and verify root cause hypotheses.
npx skills add https://github.com/jonkiky/ccdi-federation-ai --skill investigate-jonkiky
Please help me install this Agent Skill. Skill: investigate Source: https://github.com/jonkiky/ccdi-federation-ai/tree/main/.agents/investigate Command: npx skills add https://github.com/jonkiky/ccdi-federation-ai --skill investigate-jonkiky
Systematic debugging with a disciplined four-phase workflow to reveal root causes before making fixes.
Initiate a root-cause investigation by collecting symptoms, tracing code paths, and validating hypotheses.
High-intent search queries and answers about installing and using this skill.
To identify the root cause of a bug from a stack trace, gather reported symptoms, trace code paths using search tools, and check git history to validate hypotheses before making fixes.
Systematically debug a performance regression by following a four-phase framework: investigate symptoms, analyze logs, hypothesize root causes, and implement minimal risk changes to verify the fix.
Reproduce an error by collecting structured evidence like logs and traces, then use grep to search code paths and verify hypotheses linking the observed symptoms to the faulty code.
Yes, you can use git history to investigate a reported issue by checking commit logs to trace when symptoms were introduced and linking those changes to the current erroneous code paths.
Root-cause debugging relies on reproducing exact error steps to gather structured evidence, ensuring hypotheses accurately link observed symptoms to code paths before implementing fixes.
Tracing symptoms to code before implementing a bug fix ensures you identify the actual root cause through structured evidence, preventing incorrect patches and reducing the risk of regressions.
sQVeDiagnose bugs by tracing evidence and generating a BR issue template.
viraatdasIdentify bug root causes by collecting symptoms, reading code, and testing hypotheses.
COLDTURNIPMap CRD-controller relationships and cross-repo gRPC topology from code and proto definitions.
xiaoshuangLiDiagnose software defects through reproduction, hypothesis testing, and verification.
