thinking-machines-lab/tinker-cookbook

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Why this repo matters

Provides structured recipes for implementing reasoning patterns in large language model applications using Python.
Offers practical code examples bridging theoretical AI research and production engineering workflows.
Serves as a reference implementation for emerging cognitive architectures in generative AI systems.

4.1k stars+150 over 15 snapshots7/28/2026 – 9/4/2026

An agentic skills framework & software development methodology that works.

Skills for Real Engineers. Straight from my .agents directory.

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

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