self-evolving topic

Agent Skills as a Memory Layer

memodb-io

[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

EvoAgentX

Designing Multi-Agent Systems with Zero Supervision

SalesforceAIResearch

AgentEvolver: Towards Efficient Self-Evolving Agent System

modelscope

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

lsdefine

A self-evolving Claude Code plugin. Context routing, memory bootup, smart delegation, self-correction — out of the box.

primeline-ai

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.

Human-Agent-Society

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.

huytieu

Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

Sibyl-Research-Team

Build Your Agent Company with OMC

1mancompany