Awesome Agent Evolution
Shiyao-Huang
Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.
168GitHub
OPENAGENTSKILL / DIRECTORY
AI Agent Skills
Find a skill for your next task. Explore tools for Codex, Claude Code, Cursor and more.
Results · “evolution”
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7.2KGitHub
8.7KGitHub
475GitHub
Evo Crm Community
evolution-foundation
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.
MarketingReview before use
187GitHub
evolving-ai-agents
majiayu000
Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, o…
DesignClaude Code
588GitHub
Reevo
ai4co
[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Agent FrameworksReview before use
290GitHub
EvoControl
QuantaAlpha
Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization
CodingReview before use
128GitHub
designing-data-intensive-applications
ciembor
Apply Martin Kleppmann-inspired data-system rules when designing reliability, scalability, consistency, replication, transactions, streams, or schema evolution.
DesignClaude Code
2.8KGitHub
CORAL
Human-Agent-Society
CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, a…
725GitHub
ProjectAirSim
iamaisim
Project AirSim is Microsoft's evolution of AirSim, an advanced simulation platform for building, training, and testing autonomous systems in high-fidelity virtual enviro…
Robotics IotReview before use
710GitHub
Agentic Harness Engineering
china-qijizhifeng
Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7%…
600GitHub
Vibecosystem
vibeeval
AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.
506GitHub
520GitHub
Buddyme
virgo777
Lightweight agent framework with layered personality evolution, three-tier skill loading and heartbeat memory system.
500GitHub
Skills Vote
MemTensor
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
Agent FrameworksClaude Code
300GitHub
External platform skills
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