self-evolving

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

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 and DeepSeek Harness support.

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Agent Skills as a Memory Layer

The memory-first, self-improving agent harness built on EverOS, with MiroThinker-powered deep research and reasoning.

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

Let Skills Evolve Collectively with Agentic Evolver

🐧 Harness for RSI. Let AI Build AI. Everything is Transparent.

AgentEvolver: Towards Efficient Self-Evolving Agent System

Self-evolving second brain with 33 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.

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

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

Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly)

Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.

One person, a team of agents. Multi-session CLI that collaborates across terminals; /goal keeps long tasks running; WeChat/WeCom/Feishu gateway lets you call them back when you walk away. Async Python SDK, persistent memory, self-evolving skills.

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.