Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Agent Skills as a Memory Layer

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

[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

AgentEvolver: Towards Efficient Self-Evolving Agent System

🐙 Give your AI a life — open-source agent infrastructure for team collaboration.

Let Skills Evolve Collectively with Agentic Evolver

QuantaAlpha transforms how you discover quantitative alpha factors by combining LLM intelligence with evolutionary strategies. Just describe your research direction, and watch as factors are automatically mined, evolved, and validated through self-evolving trajectories.

🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch.

Live-SWE-agent: live, runtime self-evolving software engineering agent

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

Self-evolving second brain with 17 AI skills, 6 worker agents, and people CRM — inspired by Garry Tan's gstack and gbrain. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)

Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

Multi-agent orchestrator for CLI coding agents. 17 adapters, git worktree isolation, deterministic Python scheduler.

a self-evolving intelligent companion