thinking-machines-lab

7 mods across 1 repository, 4.1k stars between them.

thinking-machines-lab/tinker-cookbook

Instructions file CodexOpenCode

Instructions for thinking-machines-lab/tinker-cookbook, covering tinker cookbook agent guide, composing types, architecture, conventions and public-repo discipline.

4.1k 2d ago A 1,835 tokens original Apache-2.0

debug

05

thinking-machines-lab/tinker-cookbook

Skill Claude CodeCodex

Diagnose training issues with Tinker — slow steps, hanging sessions, output mismatches, error messages, renderer problems, and deployment issues. Use this skill whenever a user reports that training is slow, steps take too long, sessions are hanging, model outputs differ between Tinker and external engines (vLLM…

4.1k 2d ago A 154 tokens original Apache-2.0

inkling

06

thinking-machines-lab/tinker-cookbook

Skill Claude CodeCodex

Sample, evaluate, and post-train Inkling and Inkling-Small, Thinking Machines Lab's models built for Tinker. Use this skill whenever the user mentions Inkling, thinkingmachines/Inkling, tml-renderers, tmlv0 / TmlV0Renderer, or thinking/reasoning effort — and whenever they are choosing a model, building training data…

4.1k 2d ago A 152 tokens original Apache-2.0

research

07

thinking-machines-lab/tinker-cookbook

Skill Claude CodeCodex

Conduct post-training research for LLMs using the Tinker API — replicate paper results, explore new training ideas, run and monitor experiments, and document findings. Use this skill whenever the user wants to do research, replicate experiments from a paper or repo, investigate training hypotheses, run experiment…

4.1k 2d ago A 127 tokens original Apache-2.0