self-evolution

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

PhyAgentOS is a Recursive Self-Improving (RSI) physical agent operating system that enables agents to recursively self-improve through agentic workflows.

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

Exo is an agent + harness architecture that is fully recursive, able to safely edit all aspects of itself at runtime to get better at your tasks.

Personal-Model First Self Evolving AI Agent 🐘

A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.

⚡ LLM-Native Self-Evolving Quantitative Trading Terminal & Execution Engine (Bloomberg-Style Dark Terminal + 6-Asset AI Brain)

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

No-No Debug — Self-evolution system for AI coding assistants. 10 minutes writing code, 2 hours debugging? This skill makes your AI remember all its bugs.

Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD

Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization

Self improving agents through iterations

Robot-agent harness with a CLI and local Web console for LIBERO short evaluation

The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Claude Code, Gemini CLI, Hermes, OpenClaw.

Use spare Codex 5.3 Spark capacity to turn sessions into memory, recall, and reusable skills.

An experimental framework for autonomous, self-evolving AI agents living on a server with cross-session state and persistent memory.

Agent skills for long-running execution, high-recall code review, and measurable self-improvement loops.

🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + append-only audit log + deterministic contradiction arbitration + human-gated self-evolution. Replay any past knowledge state byte-for-byte. 100% local (Ollama). MIT.

Self-evolving AI assistant platform with 42+ skills, 5-level model fallback, lossless context, deep Feishu/Lark integration. One-click deploy. 自我进化的 AI 助手平台，一键部署。