gstack-openclaw-investigate

Systematically debug software issues by performing root-cause investigations and outputting a debug report.

Updated Apr 18, 2026

Search Tags:#debugging #investigation #verification #reproduce #hypothesis #root-cause #phase-workflow

Ready to run

npx skills add https://github.com/algorithmbasics/gstack --skill gstack-openclaw-investigate-algorithmbasics

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gstack-openclaw-investigate
Source: https://github.com/algorithmbasics/gstack/tree/main/openclaw/skills/gstack-openclaw-investigate
Command: npx skills add https://github.com/algorithmbasics/gstack --skill gstack-openclaw-investigate-algorithmbasics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Root-cause investigation reduces debugging toil by ensuring fixes target the underlying cause rather than symptoms.

Core Features & Use Cases

Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.
Phase-based workflow: Root Cause Investigation, Pattern Analysis, Hypothesis Testing, Implementation, and Verification.
Output-driven process: generates a structured debug report with symptom, root cause, fix, evidence, and regression tests.

Quick Start

Begin a root-cause investigation when a bug is reported by gathering symptoms, reading the code path, reproducing the issue, and formulating a testable hypothesis.

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 software bug instead of just patching symptoms?▼

Root-cause investigation reduces debugging toil by ensuring fixes target the underlying cause rather than symptoms. It enforces a phase-based workflow that prohibits applying fixes until a testable hypothesis is formulated and verified.

What is the best way to systematically debug a software regression from a stack trace?▼

Systematic debugging of a regression uses a phase-based workflow starting from gathering symptoms and reproducing the issue. It then progresses through pattern analysis, hypothesis testing, implementation, and verification to output a structured debug report.

Can I use a structured debugging workflow for any bug report with vague symptoms?▼

Yes, this structured debugging workflow applies to bug reports with symptoms, stack traces, or regressions. It systematically guides you from initial investigation through pattern analysis to formulate a testable hypothesis.

How do I verify a software fix and prevent regressions after root-cause analysis?▼

You verify a software fix through the verification phase of the debugging workflow. The process outputs a structured debug report that includes the symptom, root cause, fix, evidence, and regression tests to support safe, verifiable fixes.

When should I avoid applying a code fix during root-cause debugging?▼

You should avoid applying a code fix during root-cause debugging if the investigation phase is incomplete. The workflow enforces the iron law of no fixes without root-cause investigation first, requiring a testable hypothesis and evidence before implementation.