# Safe Debug (agent skill)

> Safe Debug is an agent skill (a SKILL.md file) from lllllllama/RigorPilot-Skills. Rigor Debug / Rigor Audit skill for deep learning research work. It works with Claude Code and has 497 GitHub stars across a repository of 5 listed skills. Install it by copying the skill folder into your agent's skills directory.

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.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/lllllllama/RigorPilot-Skills |
| Skill path | skills/safe-debug/SKILL.md |
| Skill name | safe-debug |
| GitHub stars | 497 |
| Installs on skills.sh | 310,731 |
| License | MIT |
| Skills in repo | 5 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code |
| Category | Testing & QA |
| Last commit | Sep 23, 2026 |

## When it triggers

- 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 res
- use for broad refactoring, speculative adaptation, automatic exploratory patching, or general repository familiarization.

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/safe-debug ~/.claude/skills/safe-debug   # personal, or .claude/skills in a project
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/safe-debug .agents/skills/safe-debug   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git
cp -r RigorPilot-Skills/skills/safe-debug .cursor/skills/safe-debug   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

skills.sh listing: https://www.skills.sh/lllllllama/RigorPilot-Skills/safe-debug

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Canonical page: https://appsgit.com/skills/lllllllama-safe-debug
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