Transform ambiguous software bugs into ranked, testable hypotheses with evidence.
npx skills add https://github.com/Lee-SiHyeon/oh-my-copilot --skill trace-lee-sihyeon
Please help me install this Agent Skill. Skill: trace Source: https://github.com/Lee-SiHyeon/oh-my-copilot/tree/main/.github/skills/trace Command: npx skills add https://github.com/Lee-SiHyeon/oh-my-copilot --skill trace-lee-sihyeon
This Skill helps you diagnose hard-to-reproduce bugs by turning vague symptoms into competing, testable hypotheses backed by concrete evidence.
Use case examples
Run the trace skill with a clear symptom statement like: trace “After login, intermittently 500 errors happen in production only.”
High-intent search queries and answers about installing and using this skill.
To find the root cause of intermittent production errors, transform vague symptoms into competing, testable hypotheses using evidence-driven debugging. Rank candidate root causes by rebuttability, then collect direct code and log evidence to validate the best explanation.
Debugging environment-specific CI failures requires structuring the investigation into parallel exploration lanes. By maintaining a diagnostic Trace Contract, you systematically collect primary source evidence to disprove hypotheses about environment-dependent failures.
Hypothesis testing for performance regression works by generating ranked candidate explanations for latency increases after deployment. It prioritizes direct measurements and primary sources over weaker inference to validate the best explanation.
Yes, you can apply evidence-driven debugging for hard-to-reproduce bugs without specific dependencies. It uses repository searches and log analysis to collect L1 and L2 evidence, ensuring conclusions stay grounded without requiring external frameworks.
To structure a debugging investigation when the root cause is not obvious, enforce a Trace Contract that tracks observations, hypotheses, evidence for and against, the best explanation, unknowns, and the next targeted probe.
CloudSenParse specification documents to generate governance artifacts and a configurable PMD rule set.
robkamEnforce a red-green-proof loop starting with a failing regression test.
LumenWipeTrace bugs and incidents into evidence-backed findings with graded analysis.
genesis-agentsOptimize GenesisPod performance with caching, query optimization, and code-splitting.
