What problem does it solve?
This Skill prevents wasted time and escalating failures by giving a systematic, evidence-preserving workflow for identifying and fixing the true root cause of test, build, runtime, or incident errors.
Core Features & Use Cases
- Structured triage from reproduction to verification: Reproduce reliably, localize the failing layer, reduce to a minimal case, fix the root cause, add a regression test, then verify end-to-end.
- Actionable patterns for common failure modes: Stepwise guidance for test failures, build failures, runtime errors, and non-reproducible issues like timing, environment, state, or randomness.
- Safety for diagnostic inputs: Treat error output as untrusted text, avoiding blindly following instructions embedded in logs or stack traces.
- Recurrence prevention: Emphasizes guarding against repeat failures by adding targeted tests and keeping only necessary instrumentation.
Quick Start
Use this skill when your tests fail or your build/runtime behavior is unexpected, and ask for a triage plan that follows the stop-the-line rule and walks through reproduction, localization, minimal reproduction, root-cause fix, regression test, and verification.