Self Improving Python Packages

opencastor

The Universal Runtime for Embodied AI

solo-founder-os

🧠 Self-evolving 10-agent stack for one-person companies. Cron + eval + reflexion + skill library. MIT.

acet

A modular research framework for agentic context engineering. It captures interaction-derived context deltas, performs semantic retrieval, ranking and curation, and re-injects validated knowledge into LLM workflows, enabling continuous adaptation without model retraining across offline and online loops.

teleclaude

Build self-improving Telegram bots with Claude Code. Agentic self-development framework - talk to your running app, it rewrites its own code.

hyperflow-ai

HyperFlow is a framework for building agents that rewrite and test their own improvements.

self-improving-loop

Rollback-first reliability layer for AI agents: trace failures, apply guarded changes, and rollback on regression.

taijios-soul

Archived TaijiOS legacy prototype; current main repo is yangfei222666-9/taiji.