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Awesome-Self-Evolving-Agents

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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 23, 2026 · 72 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

479stars · Oct 23, 2026

+5 (+1.1 %)since Oct 16, 2026

Oct 16, 2026 : 474 starsOct 17, 2026 : 474 starsOct 18, 2026 : 475 starsOct 19, 2026 : 476 starsOct 20, 2026 : 476 starsOct 21, 2026 : 476 starsOct 22, 2026 : 477 starsOct 23, 2026 : 479 stars
Exact values · 8 readings
MeasuredstarsChange
479+2
477+1
4760
4760
476+1
475+1
4740
474·