ANative-Lab/Awesome-Self-Evolving-Agents

📖 A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

2.5k stars · 196 forks

This repo isn't software code, so code checks are limited.

Healthy

Healthy: no known risks in the checks that ran.

Why

No rule fired.

What would change this

A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this.

Maintenance

Complete

Steady

Human commits, 30 days: 0
Human commits, 90 days: 0
Human commits, 365 days: 11
Bot share of commits, 365 days: 0%
Last commit: May 16, 2026 (5 months ago)
Last human commit: May 16, 2026 (5 months ago)
Authors, 90 days: 0
Last release: none found
Median PR merge time: 4 days

Responsiveness: of 2 recent issues, n/a got a maintainer reply. Median first response: n/a.

Only 2 recent issues can be checked for a response, too few to measure response time.

Sources: Commits, Releases, Merged pull requests, Issues

People

Complete

Owner: Organization
Commits sampled: 11 since Oct 15, 2025
Authors for half of commits: 2
Authors for 80% of commits: 2
Contributors: 13

Top committers

TedSIWEILIU: 45% of commits
zhimin-z: 36% of commits
BobbyZhouZijian: 9% of commits
ZhengyaoJiang: 9% of commits

Sources: Commits, Contributors

Stars

Complete

Organic, confidence low

Bars show stars gained each week. Orange bars overlap a burst.

Bursts

Aug 12, 2025 to Sep 11, 2025: about 857 more stars than usual, peak 67 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks.
Dec 27, 2025 to Dec 29, 2025: about 146 more stars than usual, peak 73 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks.
Feb 16, 2026 to Feb 16, 2026: about 44 more stars than usual, peak 47 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks.

Anyone can buy stars for any repo; bursts alone don't prove the owner did.

The star history looks organic.
Engagement is not compared for non-code or mirror repositories.

Sources: How star history is analyzed

Risk

Complete

Flags

No risk flags.

License

Now: MIT (OSI-approved)
A year ago: MIT (OSI-approved)

Packages

No published packages found.

Sources: GitHub: ANative-Lab/Awesome-Self-Evolving-Agents

Badge

Add this to a README to show the current verdict:

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Earlier verdicts

Oct 15, 2026: Healthy
Oct 14, 2026: Healthy

Computed 3 hours ago · method 2026.10.2