self-evolving

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

Agent Skills as a Memory Layer

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

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.

玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次，你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多 Agent 互通 · 自动代码审查 · 零配置

O assistente que aprende a fazer o que você pede. Open source, em português.

A curated list of recent AI resources on recursive self-improvement, self-evolving agents, test-time adaptation, experience learning, self-refinement, and governed AI improvement loops.

My notes and insights on designing self-evolving LLM agents.

agent skill 的生产环境自进化系统 | A production self-evolving system for agent skills: every installed skill keeps accumulating evidence from real usage and evolves when the gate opens - governed, user-authorized, reversible. Adapters for Claude Code, Codex, Cursor and pi.

Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for both skills and memory.

即放即用的 Agent Harness：把本地目录变成可自动进化、审阅与淘汰的知识工作区

Never-interrupt, resumable lifecycle for DeepSeek Harness (dsh): graceful restart + client auto-reconnect + cross-restart goal continuation.

The Living App 🤖 📈 An autonomous, self-evolving Node.js application powered by AI agents that writes its own features and grows more intelligent over time. 🛠️ 🧠

Recursive Self-Improvement engine for DeepSeek Harness — DSH maintains DSH: bounded perceive→integrate→verify→parity→repair→propose loop enforcing 1:1 upstream feature parity

ATLAS — Autonomous Task, Learning, and Agent System. A self-evolving AI operating system for Claude Code. Auto-continuation, smart swarms, self-evolution, and 282 skills.

The Constitutional AI Operating System. One memory, one skill library, one agent registry, shared across Claude, Codex, Gemini, Cursor and Antigravity. Self-evolving, self-maintaining, self-explaining.

Neo (Noe) / Lyon Ai — a local-first multi-AI personal Agent OS with chat, persistent memory, voice/vision, approval-gated actions, and bounded self-evolution. Safe by default; real apply is off.

Generate OpenClaw ds source Skills from a URL with automated web analysis and standard ds source output

Auditable, verifier-gated self-evolution for DeepSeek Harness.