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gstack-openclaw-investigate

Identify bug root causes through symptom collection, code path tracing, and deterministic reproduction.

Updated Apr 21, 2026
Search Tags:#debugging#code-analysis#root-cause#reproduction#bug-fix#hypothesis-testing#debug-report
One-click install
npx skills add https://github.com/chriswestt/claude-skills --skill gstack-openclaw-investigate-chriswestt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gstack-openclaw-investigate
Source: https://github.com/chriswestt/claude-skills/tree/main/gstack/openclaw/skills/gstack-openclaw-investigate
Command: npx skills add https://github.com/chriswestt/claude-skills --skill gstack-openclaw-investigate-chriswestt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps software engineers systematically debug, investigate errors, and perform root-cause analysis before applying fixes.

Core Features & Use Cases

  • Phase-based debugging: Guide through root-cause investigation, pattern analysis, hypothesis testing, implementation, and verification.
  • Structured problem solving: Collect symptoms, read code paths, reproduce deterministically, and isolate root causes.
  • Output & accountability: Produces a debug report with evidence and guidance for future maintenance.

Quick Start

Begin by collecting symptoms, tracing the code path, and reproducing the failure deterministically.

Frequently Asked Questions about gstack-openclaw-investigate

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

FAQPage Schema
How do I find the root cause of a bug systematically?▼

To find the root cause of a bug systematically, collect symptoms, trace code paths, and deterministically reproduce the failure. This structured approach isolates the exact defect before you attempt any fixes.

What is phase-based debugging and how does it work?▼

Phase-based debugging works by breaking investigation into distinct stages: gathering symptoms, analyzing patterns, testing hypotheses, implementing fixes, and verifying resolution. This structure prevents guesswork and ensures thorough root-cause analysis.

How do I reproduce a failure deterministically for code analysis?▼

Reproduce a failure deterministically by collecting the exact symptoms and tracing the specific code paths triggered. This isolates the variables causing the error, allowing you to reliably recreate the bug for hypothesis testing.

What's the best way to structure a debug report for future maintenance?▼

The best way to structure a debug report is to document symptoms, code paths, reproduction steps, and regression evidence. This provides formal accountability and guides future maintenance teams through the validated resolution.

Can I use structured hypothesis testing for software bug fixes?▼

Yes, you can use structured hypothesis testing for bug fixes by analyzing error patterns and validating potential causes against reproduced failures. This method confirms the root cause before you implement any code changes.

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