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nanogpt

75 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.

By Orchestra-Research/AI-Research-SKILLs (GitHub) · coding · 14,447 stars · scanned at commit 773a529

Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this.

Found in 2 places.

Runs commands on your computer

The author does not mention this. Expected for a coding skill.

Found in 6 places.

Show 3 more

Connects to the internet

The author does not mention this.

Found in 2 places.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'nanogpt' ] || [ -L ~/.agents/skills/'nanogpt' ]; then echo 'A skill folder named nanogpt already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Orchestra-Research/AI-Research-SKILLs' "$d" && git -C "$d" checkout --quiet '773a52944ba4747a18bd4ae9ade53fff041adcbc' -- '01-model-architecture/nanogpt' && mkdir -p ~/.agents/skills && cp -R "$d"/'01-model-architecture/nanogpt' ~/.agents/skills/'nanogpt' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'nanogpt' ~/.claude/skills/'nanogpt' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-08773a52975
2026-11-07773a52975

Also found in

Identical copies of this skill exist at: