[PR #4078] [CLOSED] Add Agent Evolution #31504

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opened 2026-05-23 19:20:40 -05:00 by GiteaMirror · 0 comments
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📋 Pull Request Information

Original PR: https://github.com/sindresorhus/awesome/pull/4078
Author: @autogame-17
Created: 4/6/2026
Status: Closed

Base: mainHead: add-agent-evolution


📝 Commits (1)

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 readme.md (+1 -0)

📄 Description

https://github.com/EvoMap/awesome-agent-evolution

AI Agent self-evolution is an emerging field where AI agents autonomously learn, adapt, and improve through memory optimization, prompt evolution, multi-agent collaboration, and self-modifying code. This list curates 88 open-source projects, 30+ research papers, and benchmarks across 10 categories covering the full spectrum of agent evolution -- from single-agent self-improvement to multi-agent system design.

By submitting this pull request I confirm I've read and complied with the below requirements

Requirements for your pull request

  • Fully AI-generated pull requests are not accepted.
  • Don't open a Draft / WIP pull request while you work on the guidelines. A pull request should be 100% ready and should adhere to all the guidelines when you open it.
  • You have to review at least 4 other open pull requests.
    Reviewed: #4077 (Add Cesium), #4070 (Add LOL), #4003 (Add Microsoft Agent Framework), #4002 (Add awesome-agent-services)
  • You have read and understood the instructions for creating a list.
  • This pull request has a title in the format Add Name of List.
  • Your entry here should include a short description of the project/theme of the list.
  • Your entry should be added at the bottom of the appropriate category.
  • The title of your entry should be title-cased and the URL to your list should end in #readme.
  • No blockchain-related lists.
  • The suggested Awesome list complies with the below requirements.

Requirements for your Awesome list

  • Has been around for at least 30 days. (Created March 7, 2026)
  • Is not AI-generated.
  • Run awesome-lint on your list and fix the reported issues.
  • The default branch should be named main.
  • Includes a succinct description of the project/theme at the top of the readme.
  • It's the result of hard work and the best I could possibly produce.
  • The repo name of your list should be in lowercase slug format: awesome-agent-evolution.
  • The heading title of your list should be in title case format: # Awesome Agent Evolution.
  • Non-generated Markdown file in a GitHub repo.
  • The repo should have awesome-list & awesome as GitHub topics.
  • Not a duplicate.
  • Only has awesome items.
  • Does not contain items that are unmaintained, has archived repo, deprecated, or missing docs.
  • Includes a project logo/illustration whenever possible.
  • Entries have a description.
  • Includes the Awesome badge.
  • Has a Table of Contents section named Contents.
  • Has an appropriate license (CC BY-SA 4.0).
  • Has contribution guidelines (contributing.md).
  • All non-important but necessary content is grouped in a Footnotes section.
  • Has consistent formatting and proper spelling/grammar.
  • Does not use hard-wrapping.
  • Does not include a CI badge.
  • Does not include an "Inspired by" link.

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/sindresorhus/awesome/pull/4078 **Author:** [@autogame-17](https://github.com/autogame-17) **Created:** 4/6/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `add-agent-evolution` --- ### 📝 Commits (1) - [`96a6924`](https://github.com/sindresorhus/awesome/commit/96a69241abce43da7f31be796dbe2e6f180be686) Add Agent Evolution ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `readme.md` (+1 -0) </details> ### 📄 Description **https://github.com/EvoMap/awesome-agent-evolution** **AI Agent self-evolution** is an emerging field where AI agents autonomously learn, adapt, and improve through memory optimization, prompt evolution, multi-agent collaboration, and self-modifying code. This list curates 88 open-source projects, 30+ research papers, and benchmarks across 10 categories covering the full spectrum of agent evolution -- from single-agent self-improvement to multi-agent system design. ### By submitting this pull request I confirm I've read and complied with the below requirements ## Requirements for your pull request - [x] Fully AI-generated pull requests are not accepted. - [x] Don't open a Draft / WIP pull request while you work on the guidelines. A pull request should be 100% ready and should adhere to all the guidelines when you open it. - [x] **You have to review at least 4 other [open pull requests](https://github.com/sindresorhus/awesome/pulls?q=is%3Apr+is%3Aopen).** Reviewed: #4077 (Add Cesium), #4070 (Add LOL), #4003 (Add Microsoft Agent Framework), #4002 (Add awesome-agent-services) - [x] You have read and understood the [instructions for creating a list](https://github.com/sindresorhus/awesome/blob/main/create-list.md). - [x] This pull request has a title in the format `Add Name of List`. - [x] Your entry here should include a short description of the project/theme of the list. - [x] Your entry should be added at the bottom of the appropriate category. - [x] The title of your entry should be title-cased and the URL to your list should end in `#readme`. - [x] No blockchain-related lists. - [x] The suggested Awesome list complies with the below requirements. ## Requirements for your Awesome list - [x] Has been around for at least 30 days. (Created March 7, 2026) - [x] Is not AI-generated. - [x] Run [`awesome-lint`](https://github.com/sindresorhus/awesome-lint) on your list and fix the reported issues. - [x] The default branch should be named `main`. - [x] Includes a succinct description of the project/theme at the top of the readme. - [x] It's the result of hard work and the best I could possibly produce. - [x] The repo name of your list should be in lowercase slug format: `awesome-agent-evolution`. - [x] The heading title of your list should be in title case format: `# Awesome Agent Evolution`. - [x] Non-generated Markdown file in a GitHub repo. - [x] The repo should have `awesome-list` & `awesome` as GitHub topics. - [x] Not a duplicate. - [x] Only has awesome items. - [x] Does not contain items that are unmaintained, has archived repo, deprecated, or missing docs. - [x] Includes a project logo/illustration whenever possible. - [x] Entries have a description. - [x] Includes the Awesome badge. - [x] Has a Table of Contents section named `Contents`. - [x] Has an appropriate license (CC BY-SA 4.0). - [x] Has contribution guidelines (`contributing.md`). - [x] All non-important but necessary content is grouped in a `Footnotes` section. - [x] Has consistent formatting and proper spelling/grammar. - [x] Does not use hard-wrapping. - [x] Does not include a CI badge. - [x] Does not include an "Inspired by" link. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror added the pull-request label 2026-05-23 19:20:40 -05:00
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Reference: github-starred/awesome-sindresorhus#31504