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Safe Debug

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.

github.com/lllllllama/RigorPilot-Skills/skills/safe-debug (opens in a new tab)

View on GitHub (opens in a new tab)View on skills.sh (opens in a new tab)

Add this skill

Claude

Claude Code loads skills from ~/.claude/skills/ (all projects) or .claude/skills/ (one project):

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 safe-debug folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

ChatGPT / Codex

Codex reads skills from .agents/skills/ in a repo or ~/.agents/skills/ for every project:

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

Standalone skills also load in the ChatGPT desktop app.

Cursor

Cursor loads skills from .cursor/skills/ (or ~/.cursor/skills/) and also reads .claude/skills/:

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

Source (checked Oct 7, 2026): code.claude.com/docs/en/skills (opens in a new tab), support.claude.com/en/articles/12512180-using-skills-in-claude (opens in a new tab), learn.chatgpt.com/docs/build-skills (opens in a new tab), cursor.com/docs/context/skills (opens in a new tab)

What this skill does

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.

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.

More skills in lllllllama/RigorPilot-Skills

5 skills are listed from this repository.

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All Testing & QA

FAQ

Safe Debug FAQ

Still curious? Email info@appsgit.com.

What is the Safe Debug 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. Its SKILL.md lives at github.com/lllllllama/RigorPilot-Skills/skills/safe-debug.

How do I install the Safe Debug skill?

Copy the safe-debug folder (the one containing SKILL.md) into ~/.claude/skills/ for Claude Code, .agents/skills/ for Codex or .cursor/skills/ for Cursor. The agent picks it up automatically when a task matches its description.

Is the Safe Debug skill free?

Yes. The repository is open source under the MIT license.

Is Safe Debug maintained?

The repository's most recent commit was on Sep 23, 2026. appsgit only lists skills from repositories with a commit in the last six months.