gstack-openclaw-investigate
Provides a structured framework to identify and fix bugs at the root cause rather than patching symptoms.
Install
mkdir -p .claude/skills/gstack-openclaw-investigate && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/15455" && unzip -o skill.zip -d .claude/skills/gstack-openclaw-investigate && rm skill.zipInstalls to .claude/skills/gstack-openclaw-investigate
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped working.Key capabilities
- →Collect symptoms, error messages, and stack traces.
- →Trace code paths from symptoms to potential causes.
- →Check recent git changes for regressions.
- →Formulate testable root cause hypotheses.
- →Implement the smallest change that eliminates the actual problem.
How it works
The skill follows a systematic debugging process: collecting symptoms, reading code, checking recent changes, reproducing the bug, and formulating a root cause hypothesis. It then tests the hypothesis, implements a minimal fix, and verifies it with a regression test.
Inputs & outputs
When to use gstack-openclaw-investigate
- →Investigate a sudden application crash
- →Trace root cause of a regression
- →Analyze recurring production errors
- →Check recent git logs for culprit
About gstack-openclaw-investigate
Gathers error logs and stack traces. Analyzes code paths and recent git changes. Formulates testable root cause hypotheses before patching.
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped working.
When not to use it
- →When the user wants to fix symptoms without root cause investigation.
- →When the user wants to propose a fix before tracing data flow.
- →When 3 hypotheses have failed and the issue might be architectural.
Limitations
- →No fixes without root cause investigation first.
- →Requires a regression test that fails without the fix and passes with it.
- →If fix touches >5 files, it flags the blast radius to the user.
How it compares
This skill enforces a structured, evidence-based debugging methodology, prioritizing root cause analysis and verification over symptom-fixing, which is more reliable than ad-hoc debugging.
Compared to similar skills
gstack-openclaw-investigate side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| gstack-openclaw-investigate (this skill) | 0 | 5mo | Review | Advanced |
| python-testing-patterns | 77 | 4mo | Review | Intermediate |
| error-handling-patterns | 35 | 4mo | No flags | Intermediate |
| codex-claude-loop | 13 | 11mo | Review | Advanced |
Try saying
Example prompts that trigger this skill in your AI assistant.
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