self-evolving-agents rising this week
Tools tagged “self-evolving-agents” gaining momentum, ranked by rate of change.
- 141· 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+158.6
- 1670· 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+1920.4
- 1718· newPhoto-agentsAutonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.ai-agentsagent-memory+820.1
- 1847· 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+1719.9
- 1912· newYunjue-AgentYunjue Agent: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasksai-agentsagent+219.9
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