Autonomous self-improving agent framework for code repositories
Project description
Probiotic
Probiotic is a lightweight runtime for repository-native autonomous agents.
It provides:
- a DNA runtime that installs as a Python package
- repo-local cells under
symbiont/cells/ - a nightly scheduler
- optional hive reporting and prompt improvement distribution
Status
This project is currently alpha.
The v2 loop implemented in this repo includes:
- prompt hashing based on shareable prompt text
- passive approval metrics from local run history
- hive prompt snapshot storage
- analyzer-generated prompt patches
- nightly
apply_updates()before cell execution
Install
Until the package is published to PyPI, install it from GitHub or from a built wheel:
pip install git+https://github.com/penthoy/probiotic.git
or
pip install probiotic-0.1.0-py3-none-any.whl
CLI
probiotic init
probiotic spawn janitor --template janitor
probiotic run-nightly
probiotic connect-hive http://<host>:8000 --api-key <key>
probiotic update-check
Development
uv sync --extra dev --extra hive-server
uv run pytest
uv build
Release history Release notifications | RSS feed
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