awesome-agent-evolution

by Shiyao-Huang · Agent Tool · ★ 170

About awesome-agent-evolution

Awesome Self-Evolving AI Agents 一份面向 AI Agent 自进化研究与实践的开放 Survey：帮你判断一个系统是真能从反馈中改进，还是只是在 demo 里看起来聪明。 中文主入口 项目报告 GitHub Topics: , , , , , , , , , , . GitHub topic 收录证据（2026-06-05）：GitHub Topic Indexing Readiness 已验证远端 topics、GitHub Search 和 topic 页面均返回本仓库；如果网页 topic 页短暂滞后，按 GitHub search/API 作为更新鲜证据。 一句话 想判断一个 AI Agent 是不是“真自进化”，先问五件事：改了什么、为什么改、谁验证、是否保留、能否回滚。 三句话 这份 Survey 不先堆链接，而是先给判断表：一个系统到底改变了 prompt、memory、workflow、code、weights，还是只换了说法。 读项目时不要先看名字、stars 或 demo；先看它有没有 Observe - Interpret - Modify - Verify - Retain 的闭环。 Evolve-AGI Index 目前只是工作型证据指数原型，用来提示 benchmark、闭环、迁移、治理这些证据是否足够，不是 AGI...

agent-evolutionagent-frameworkagent-swarmai-agentai-agentsai-researchautonomous-agentawesome-listbenchmarkharness-engineering

Quick Facts

Stars170
Forks9
LanguageJavaScript
CategoryAgent Tool
LicenseMIT
Quality Score63.3130709743549/100
Open Issues1
Last Updated2026-07-04
Created2026-05-22
Platformsnode
Est. Tokens~17k

Compatible Skills

These tools work well together with awesome-agent-evolution for enhanced workflows:

  • awesome-agent-evolution — semantic(0.64)+complementary+rare_topics+same_lang+similar_pop+shared_platform (83%)
  • evolver — semantic(0.61)+complementary+rare_topics+same_lang+shared_platform (76%)
  • overmind — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • agent-skill-bus — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (57%)
  • phantom — semantic(0.33)+complementary+rare_topics+similar_pop+shared_platform (56%)

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Frequently Asked Questions

What is awesome-agent-evolution?

awesome-agent-evolution is Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.. It is categorized as a Agent Tool with 170 GitHub stars.

What programming language is awesome-agent-evolution written in?

awesome-agent-evolution is primarily written in JavaScript. It covers topics such as agent-evolution, agent-framework, agent-swarm.

How do I install or use awesome-agent-evolution?

You can find installation instructions and usage details in the awesome-agent-evolution GitHub repository at github.com/Shiyao-Huang/awesome-agent-evolution. The project has 170 stars and 9 forks, indicating an active community.

What license does awesome-agent-evolution use?

awesome-agent-evolution is released under the MIT license, making it free to use and modify according to the license terms.

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