self-evolving-agents
Tracked open-source repos tagged self-evolving-agents, sorted by stars.
Related topics
Topics that frequently appear alongside self-evolving-agents on the same repo.
Recent risers
Repos created in the last 90 days, tagged self-evolving-agents.
- #1
SkillOpt 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.
★ 16,465+228Star change over the last 7 days - #2
Open-source multi-agent AI desktop client — build and command your AI agent team through conversation. A commander LLM dispatches sub-agents in parallel or in series; agents self-evolve via reflection and skill crystallization. Local-first, BYO LLM keys (Claude · OpenAI · Gemini · DeepSeek · Kimi · GLM · Qwen). macOS / Windows / Linux.
★ 1,606+123Star change over the last 7 days - #3
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
★ 938+23Star change over the last 7 days - #4
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
★ 736+6Star change over the last 7 days - #5
Autonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.
★ 692-25Star change over the last 7 days - #6
Yunjue Agent: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasks
★ 531+3Star change over the last 7 days
