Self Evolving Python Packages

myco

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

acontext

Agent Skills as a Memory Layer

memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

skilllite

A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution.

ai-research-os

A Self-Evolving Research OS for AI Researchers — manage papers, detect research gaps, generate insights

evoagentx

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

a-evolve

Evolve any agent across any domain using any evolution algorithm — with zero human intervention

arise-ai

Self-evolving agent framework — agents that create their own tools

living-agent

P2PCLAW Research White Paper Series II — 16x16 chess-grid autonomous research agent with evolutionary memory and self-improving capabilities.

forge-os-core

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

helix-agent-sdk

Self-healing infrastructure for AI agent payments. 90.3% auto-recovery.

forge-os-adapters

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-os-cli

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-os

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-os-memory

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-os-observe

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-os-mcp

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

forge-adapters

Universal Agent Harness — wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

vibeship-spark-intelligence

a self-evolving intelligent companion

weevolve

The agent that evolves itself. SEED protocol + 8 owls + voice + self-evolution. pip install weevolve

iflow-mcp-memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

strands-arise

Self-evolving tool synthesis for Strands Agents — agents that create their own tools

acontext-py

Agent Skills as a Memory Layer