AgentIndex icon
AgentIndex
evolver logo
evolver
★ 8.7k
vs
agency-agents-zh logo
agency-agents-zh
★ 21.6k

evolver vs agency-agents-zh

evolver: Evolver scans an agent's logs and memory, selects a matching Gene or Capsule from a local asset store, and emits a protocol-bound GEP prompt for the next improvement step. Each run records an auditable EvolutionEvent, and hooks wire it into Cursor, Claude Code, Codex and other runtimes.; agency-agents-zh: agency-agents-zh is the Chinese community edition of agency-agents, with 328 ready-to-use AI expert roles across 22 departments: 261 translated from upstream and 67 original roles for the Chinese market such as Xiaohongshu, Douyin, WeChat and Feishu operations. An install script copies them into 20 tools including Claude Code, Cursor, Copilot, Kiro, Trae and OpenClaw.

01

TL;DR

evolver logo
evolverMemory & Context · ★ 8.7k

Harden a flaky agent loop by enforcing validation before edits

Read evolver full review →
agency-agents-zh logo
agency-agents-zhPrompt Engineering · ★ 21.6k

Adding Chinese-language specialist subagents to Claude Code

Read agency-agents-zh full review →
02

Side-by-Side Comparison

Field
evolver logoevolver
agency-agents-zh logoagency-agents-zh
Category
Memory & Context
Prompt Engineering
Stars
★ 8.7k
★ 21.6k
License
GPL-3.0
MIT
Install Command
npm install -g @evomap/evolver
—
Updated
4d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-evolution, gep-protocol, self-improvement
ai-roles, agent-personas, claude-code
03

Features

evolver logoevolver
01Scans memory and history files for errors and recurring patterns
02Encodes reusable fixes as Genes and Capsules under the GEP protocol
03Writes an auditable EvolutionEvent for every run
04Review mode and strategy presets such as balanced, harden and repair-only
05setup-hooks for Cursor, Claude Code, Codex and Kiro
agency-agents-zh logoagency-agents-zh
01328 role definitions across 22 departments
0267 original roles for Chinese platforms and industries
03install.sh targets 20 tools including Claude Code, Cursor and Trae
04Also available as the agency-agents-zh npm package
05Simplified and Traditional Chinese versions
04

Use Cases

evolver logoevolver
↳Harden a flaky agent loop by enforcing validation before edits
↳Turn recurring fixes into reusable evolution assets
↳Keep an audit trail of agent prompt changes for review or compliance
agency-agents-zh logoagency-agents-zh
↳Adding Chinese-language specialist subagents to Claude Code
↳Content operations for Xiaohongshu, Douyin or WeChat
↳Prompt references for building role-based agents
05

Best For

evolver logoevolver
—
agency-agents-zh logoagency-agents-zh
Most Popular
FAQ

FAQ

What is the difference between evolver and agency-agents-zh?
Both evolver and agency-agents-zh are in the Memory & Context category. evolver has 8.7k stars, while agency-agents-zh has 21.6k stars.
Which is better, evolver or agency-agents-zh?
The best choice depends on your use case. Choose evolver if Harden a flaky agent loop by enforcing validation before edits, and agency-agents-zh if Adding Chinese-language specialist subagents to Claude Code.
Is evolver free or open source?
Yes, evolver is open source on GitHub (GPL-3.0).
Is agency-agents-zh free or open source?
Yes, agency-agents-zh is open source on GitHub (MIT).
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Related

Alternatives to evolver →Alternatives to agency-agents-zh →evolver details →agency-agents-zh details →