Enforce an evidence-first debugging process that verifies fixes against original symptoms.
npx skills add https://github.com/me2resh/apexyard --skill debug-me2resh
Please help me install this Agent Skill. Skill: debug Source: https://github.com/me2resh/apexyard/tree/main/.claude/skills/debug Command: npx skills add https://github.com/me2resh/apexyard --skill debug-me2resh
It prevents repeated fix-deploy cycles by forcing a disciplined, hypothesis-driven debugging workflow that verifies changes against the original symptom.
Invoke /debug and provide a symptom summary including the exact URL or command, expected vs observed results, and the minimal repro steps.
High-intent search queries and answers about installing and using this skill.
Debug stalled bug investigations by enforcing an evidence-first debugging process that captures symptoms, maps architecture, forms testable hypotheses, and verifies fixes. Generate 3–5 candidate causes with confirm/refute tests before implementing any changes.
Stop repeated fix-deploy cycles by adopting a hypothesis-driven debugging workflow that verifies changes against the original symptom. Capture the exact URL, expected versus observed behavior, and minimal repro recipe before reasoning about the root cause.
Verify a code fix by re-running the same original evidence command used to capture the symptom. This proves the fix resolves the observed behavior and confirms it does not introduce a new failure mode in the affected web routing or architecture layers.
Read application architecture before attempting a bug fix when prior fixes have failed or multiple plausible causes exist. Inspect the specific files handling each layer involved in the failing operation to avoid guess-driven changes and ensure accurate incident triage.
Yes, this structured debugging process applies to multi-layer debugging across both web and desktop contexts. It requires architecture reading and confirm/refute evidence tests before implementing a fix, ensuring thorough incident triage regardless of the application environment.
Guess-driven debugging fails because it bypasses evidence gathering and architecture reading, leading to unverified changes. Structured hypothesis testing maps the web routing layers involved and confirms the exact cause before a fix is implemented and validated.
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