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
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
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
Let Skills Evolve Collectively with Agentic Evolver
🐙 Give your AI a life — open-source agent infrastructure for team collaboration.
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.
CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, and more.
Self-healing infrastructure for AI agent payments. 90.3% auto-recovery.
Puts evolution engines in a controlled environment for evolution effect validation. Economy rules are configurable, reproducible, fully local, and do not depend on virtual/cryptocurrency
The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".
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.
Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Live-SWE-agent: live, runtime self-evolving software engineering agent
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