Awesome-Self-Evolving-Agents

SkillGitHubActive

A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

Description provenance: Original source

Open canonical source

Measured: Oct 22, 2026 · 71 observations

Domains & Uses

Domains: Agents, skills and MCP
Uses: Agent skills

Installation

git clone https://github.com/XMUDeepLIT/Awesome-Self-Evolving-Agents ~/.claude/skills/Awesome-Self-Evolving-Agents

Check at the source

Compatibility and prerequisites must be checked in the official documentation.

https://github.com/XMUDeepLIT/Awesome-Self-Evolving-Agents

Classifications

Nature: Resource

Measurement history

Comparable readings are grouped by signal and unit.

Stars

477stars · Oct 22, 2026

+89 (+22.9 %)since Aug 10, 2026

Exact values · 71 readings

Measured	stars	Change
Oct 22, 2026	477	+1
Oct 21, 2026	476	0
Oct 20, 2026	476	0
Oct 19, 2026	476	+1
Oct 18, 2026	475	+1
Oct 17, 2026	474	0
Oct 16, 2026	474	0
Oct 15, 2026	474	+1
Oct 14, 2026	473	+1
Oct 13, 2026	472	+1
Oct 12, 2026	471	+2
Oct 11, 2026	469	0
Oct 10, 2026	469	0
Oct 9, 2026	469	+3
Oct 8, 2026	466	+1
Oct 7, 2026	465	0
Oct 6, 2026	465	+2
Oct 5, 2026	463	0
Oct 4, 2026	463	0
Oct 3, 2026	463	0
Oct 2, 2026	463	+3
Oct 1, 2026	460	+1
Sep 30, 2026	459	+1
Sep 29, 2026	458	+2
Sep 28, 2026	456	+1
Sep 27, 2026	455	+1
Sep 26, 2026	454	+1
Sep 25, 2026	453	+2
Sep 24, 2026	451	+1
Sep 23, 2026	450	+1
Sep 22, 2026	449	+5
Sep 20, 2026	444	0
Sep 19, 2026	444	+5
Sep 18, 2026	439	+1
Sep 17, 2026	438	+3
Sep 16, 2026	435	+3
Sep 15, 2026	432	0
Sep 14, 2026	432	+1
Sep 13, 2026	431	+2
Sep 12, 2026	429	+5
Sep 11, 2026	424	+1
Sep 10, 2026	423	0
Sep 9, 2026	423	+1
Sep 8, 2026	422	+2
Sep 7, 2026	420	+1
Sep 6, 2026	419	+1
Sep 5, 2026	418	+2
Sep 4, 2026	416	+6
Sep 2, 2026	410	+6
Aug 31, 2026	404	0
Aug 30, 2026	404	0
Aug 29, 2026	404	+2
Aug 28, 2026	402	0
Aug 27, 2026	402	0
Aug 26, 2026	402	+1
Aug 25, 2026	401	0
Aug 24, 2026	401	+1
Aug 23, 2026	400	0
Aug 22, 2026	400	0
Aug 21, 2026	400	+2
Aug 20, 2026	398	+1
Aug 19, 2026	397	0
Aug 18, 2026	397	0
Aug 17, 2026	397	+1
Aug 16, 2026	396	0
Aug 15, 2026	396	0
Aug 14, 2026	396	+1
Aug 13, 2026	395	+1
Aug 12, 2026	394	+2
Aug 11, 2026	392	+4
Aug 10, 2026	388	·