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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 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 Harness of Harnesses: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
Agent Skills as a Memory Layer
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
Let Skills Evolve Collectively with Agentic Evolver
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.
Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly)
The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.
OpenCLAW SEED — Autonomous self-evolving research agent with LoRA fine-tuning. Part of P2PCLAW ecosystem. Trains itself on research papers, improves over time. Apache 2.0.
P2PCLAW Research White Paper Series II — 16x16 chess-grid autonomous research agent with evolutionary memory and self-improving capabilities.