The PyAutoScientist organs (PyAutoBrain, PyAutoMind, PyAutoHeart, PyAutoBuild, PyAutoMemory) are a living reference implementation — the maintainer's daily working system, not a stable library.
What that means in practice:
mainmoves fast — hundreds of commits a quarter — and there are no compatibility promises. Anything may be renamed, rewired or removed when the live system needs it.- Adopt by fork-and-pull, never by tracking. Fork the organs, confine your changes to the declared config surfaces, and pull upstream at your own pace — the model is documented in the adoption guide. Pin what you depend on.
- Issues and PRs are welcome, and read with interest — but triage pace
is set by the live instance's needs, and PRs that genericise working
production prompts (
skills/*.md) or add abstraction for hypothetical users will be declined. - The best contribution while the project is young: adopt it, and report the friction you hit following the adoption guide.
Docs: https://pyautoscientist.readthedocs.io · the organism: ORGANISM.md