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Run Train

Run Train is an agent skill (a SKILL.md file) from lllllllama/RigorPilot-Skills. Rigor Train skill for deep learning research repositories. It works with Claude Code and has 484 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/run-train (opens in a new tab)

Data as of from the GitHub API and skills.sh; description from the skill's SKILL.md. Report an error

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/run-train ~/.claude/skills/run-train   # personal, or .claude/skills in a project

In the Claude apps, zip the run-train 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/run-train .agents/skills/run-train   # 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/run-train .cursor/skills/run-train   # 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 Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to standardized trainoutputs/. Do not use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration. Use this as the Rigor Train skill.

When it triggers

  • Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to s
  • use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration.

More skills in lllllllama/RigorPilot-Skills

5 skills are listed from this repository.

Similar skills

More testing & qa skills

All Testing & QA

FAQ

Run Train FAQ

Still curious? Email info@appsgit.com.

How do I install the Run Train skill?

Copy the run-train 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 Run Train skill free?

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

Is Run Train 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.