AI Agent Skills

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

Evolution API is an open-source WhatsApp integration API

Digital logic design tool and simulator

Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, o…

The open source operating system for AI-powered businesses

Open source and self-hosted AI-powered customer service platform. Single-tenant, no multi-account, no per-user charges — you run the complete stack on your server.

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization

Apply Martin Kleppmann-inspired data-system rules when designing reliability, scalability, consistency, replication, transactions, streams, or schema evolution.

CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, a…

Project AirSim is Microsoft's evolution of AirSim, an advanced simulation platform for building, training, and testing autonomous systems in high-fidelity virtual enviro…

Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7%…

AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Lightweight agent framework with layered personality evolution, three-tier skill loading and heartbeat memory system.

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution