Diagnose software defects through a structured six-phase debugging loop.
npx skills add https://github.com/Minara-AI/cc-connect --skill diagnose-minara-ai
Please help me install this Agent Skill. Skill: diagnose Source: https://github.com/Minara-AI/cc-connect/tree/main/.claude/skills/diagnose Command: npx skills add https://github.com/Minara-AI/cc-connect --skill diagnose-minara-ai
This skill solves the problem of aimless, trial-and-error debugging by enforcing a rigorous, scientific method for isolating and fixing hard-to-reproduce software defects and performance regressions.
Invoke the diagnose skill to begin a structured debugging session for the reported issue by following the guided reproduction and hypothesis phases.
High-intent search queries and answers about installing and using this skill.
Debugging hard-to-reproduce bugs requires a structured six-phase loop that builds deterministic test harnesses and generates falsifiable hypotheses before code changes. This enforces verifiable, permanent fixes instead of trial-and-error.
Hypothesis-driven debugging forces you to generate falsifiable hypotheses before modifying code, ensuring systematic root cause analysis. By testing assumptions within a deterministic feedback loop, it isolates software defects and prevents incorrect fixes.
Root cause analysis for performance regression uses a structured debugging loop to isolate variables and establish reproducibility. By documenting hypotheses and running targeted tests, you systematically identify the exact defect causing degradation.
Systematic troubleshooting applies to complex bug triaging and root cause investigation in technical codebases. It requires establishing a deterministic feedback loop, making it suitable for software maintenance across various platforms.
Preventing regressions involves creating targeted regression tests immediately after isolating a software defect. This guided practice ensures the bug remains permanently fixed and improves the overall codebase architecture against future issues.
The best way to establish a deterministic feedback loop is building structured test harnesses, ranging from unit tests to human-in-the-loop scripts. This reproducibility framework isolates variables and validates falsifiable hypotheses during debugging.
nktfh100Diagnose hard bugs and performance regressions through a structured reproduction and testing loop.
dthuy62Diagnose and fix software defects with regression tests and verification.
yamcodesDiagnose bugs through a reproducible loop of reproduction, hypothesis, instrumentation, fix, and regression testing.
christopherlouetDetect code smells and generate refactoring suggestions for JavaScript files.
