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founder-resource

Boost Agent Skills with Awesome-Self-Evolving-Agents

Get curated resources on self-evolving agents for founders, with 338 GitHub stars
338 stars20 forksQuality 8/10Updated 7/20/2026100% free ยท open source
What it does

Provides a curated list of resources on self-evolving agents, including surveys, papers, benchmarks, and open-source projects, to help founders learn and implement this technology

Install / run
Clone the repository using the command `git clone https://github.com/XMUDeepLIT/Awesome-Self-Evolving-Agents.git`
When to use it
  • โ€ขYou're looking for research papers on self-evolving agents to understand the concept and its applications
  • โ€ขYou need a list of open-source projects to explore and learn from existing implementations of self-evolving agents
  • โ€ขYou want to stay updated on the latest benchmarks and results in the field of self-evolving agents
Quick start
  1. 1Explore the `README.md` file to understand the structure and content of the curated list
  2. 2Check the `surveys` section for a list of research papers and surveys on self-evolving agents
  3. 3Browse the `opensource-projects` section to find implemented projects and repositories
  4. 4Visit the `benchmarks` section to see the latest results and comparisons of self-evolving agents
  5. 5Open the `papers` section to access research papers and articles on self-evolving agents
Ready-to-paste prompt
Open the `README.md` file and click on the link to the 'A Survey of Self-Evolving Agents' paper to learn more about the concept and its applications
Heads up: The repository is a curated list of resources and does not provide a direct implementation or executable code, so users should not expect to run or execute any code directly from the repository
Saves to your device

Topics

agent
agent-skills
agent-survey
awsome-self-evolving-agents
self-evolution
self-evolving
self-evolving-agents
skill-survey
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

1
top-level files
1
folders
15.8M
repo size
โ€”
license
Key files
README.md
File tree
figs/
README.md
Quick Actions
Details
Creator
XMUDeepLIT
Category
founder-resource
Published
2/9/2026

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