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model-architecture-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 davila7/claude-code-templates (GitHub) · coding · 33,256 stars · scanned at commit a6e6f93

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

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Install

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

if [ -e ~/.agents/skills/'model-architecture-nanogpt' ] || [ -L ~/.agents/skills/'model-architecture-nanogpt' ]; then echo 'A skill folder named model-architecture-nanogpt already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/davila7/claude-code-templates' "$d" && git -C "$d" checkout --quiet 'a6e6f93e9a4baaa6ff337aee5505bf5c2bae4ce6' -- 'cli-tool/components/skills/ai-research/model-architecture-nanogpt' && mkdir -p ~/.agents/skills && cp -R "$d"/'cli-tool/components/skills/ai-research/model-architecture-nanogpt' ~/.agents/skills/'model-architecture-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/'model-architecture-nanogpt' ~/.claude/skills/'model-architecture-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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