safe-debug — Skills — getagentictools

What it does

The user provides a traceback, terminal error, or concrete training or inference failure symptom.

The user wants diagnosis, root-cause narrowing, and minimal patch suggestions before code is changed.

The user wants a safe debug flow with explicit human approval before mutation.

When the user wants a broad repository walkthrough without an active failure.

When the task is speculative experimentation or code adaptation.

When the user is asking for a large refactor or readability rewrite.

Diagnose first.

Source

Repository: https://github.com/lllllllama/rigorpilot-skills

safe-debug FAQ

What does the safe-debug skill do?

Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training failure and wants conservative diagnosis before any patching, with debug fixes clearly separated from research contributions. Do not use for broad refactoring, speculative adaptation, automatic exploratory patching, or general repository familiarization. The user provides a traceback, terminal error, or concrete training or inference failure symptom. The user wants diagnosis, root-cause narrowing, and minimal patch suggestions before code is changed.

What does safe-debug require?

If a patch is needed, propose the smallest fix and require explicit approval first.

How do I install safe-debug?

Run: npx -y skills add https://github.com/lllllllama/rigorpilot-skills --skill safe-debug --agent claude-code — the source lives at github.com/lllllllama/rigorpilot-skills.

Maintain safe-debug?

Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.

[![safe-debug on getagentictools](https://getagentictools.com/badge/skills/lllllllama-rigorpilot-skills-safe-debug.svg)](https://getagentictools.com/skills/lllllllama-rigorpilot-skills-safe-debug?ref=badge)

npx agentictools info skills/lllllllama-rigorpilot-skills-safe-debug

The second line is the CLI lookup for this page — handy in READMEs and docs.