debugging

Reproduce, isolate, hypothesize, test, and fix bugs with regression testing.

Updated Mar 28, 2026

Search Tags:#automation #debugging #isolation #hypothesis #reproduction #root-cause-analysis #regression-testing

Ready to run

npx skills add https://github.com/rodacato/kwik-e-dev --skill debugging-rodacato

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debugging
Source: https://github.com/rodacato/kwik-e-dev/tree/main/plugins/lifecycle/skills/debugging
Command: npx skills add https://github.com/rodacato/kwik-e-dev --skill debugging-rodacato

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a disciplined debugging workflow that ensures bugs are reproduced, root-cause analyzed, and fixed with regression tests rather than ad-hoc patching.

Core Features & Use Cases

Reproduce: Capture and replay exact conditions that trigger a bug.
Isolate: Narrow the failure to a single function, path, or input.
Hypothesize and Test: State a concrete theory, verify with minimal checks, and validate against reproduction.
Regression-first Fix: Apply the smallest fix accompanied by a regression test to prevent recurrence.
Verification: Confirm the original reproduction now passes and the regression test remains green.

Quick Start

Initiate the debugging workflow on a failing test, reproduce the bug, and follow the 7-step process to craft a regression-tested fix.

Frequently Asked Questions about debugging

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I fix flaky tests and software regressions in my CI pipelines?▼

Apply a systematic debugging workflow to reproduce the exact failure conditions, isolate the root cause, and apply a minimal-risk fix verified by regression testing to prevent recurrence across local and CI environments.

What is the best way to reproduce a bug before attempting a root-cause analysis?▼

Capture and replay the exact conditions that trigger the software failure. A reliable reproduction is a required prerequisite to formulating hypotheses, testing fixes, and performing accurate root-cause analysis.

How do I isolate a software failure to a specific function or input path?▼

Systematically narrow down the failure to a single function, execution path, or specific input. Once isolated, state a concrete hypothesis and verify it with minimal checks against the reproduction.

How do I create a regression test to verify a bug fix?▼

Apply the smallest possible fix to the resolved bug and add a corresponding test case. Verify the fix by confirming the original reproduction now passes and the regression test remains green.

Can I use this systematic debugging workflow for local development environments?▼

Yes, the systematic debugging workflow applies to both local development and CI environments. You must have a failing reproduction to initiate the structured 7-step process for software failures and regressions.

Do I need a failing reproduction to start the structured debugging workflow?▼

Yes, a failing reproduction is required to initiate the debugging workflow. The structured 7-step process depends on a reliable reproduction to hypothesize, test, apply minimal-risk fixes, and ensure regression verification.