Top self-evolving-agents tools
Sustained, decay-weighted momentum leaders tagged “self-evolving-agents”.
- 145· newSkillOptSkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.agent-skillsself-evolving-agents+158.9
- 1201· newawesome-agent-evolutionOpen survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.ai-agentsai-dev-tools+1942.6
- 1726· newPhoto-agentsAutonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.ai-agentsagent-memory+819.4
- 1846· newCORALCORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, and more.ai-agentsai-dev-tools+1719.3
- 1911· newYunjue-AgentYunjue Agent: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasksai-agentsagent+219.2
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