agency-agents-zh logo
agency-agents-zh
★ 21.6k
vs
Graft logo
Graft
★ 10.8k

agency-agents-zh vs Graft

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.; Graft: Graft is an open-source context layer designed to accelerate and optimize coding agents like Claude Code, Cursor, and Gemini by providing deep contextual understanding of large codebases. It builds a human-readable code graph and linked markdown nodes, enabling agents to operate faster, cheaper, and with higher correctness by avoiding repeated code exploration.

01

TL;DR

agency-agents-zh logo
agency-agents-zhPrompt Engineering · ★ 21.6k

Adding Chinese-language specialist subagents to Claude Code

Graft logo
GraftCode Assistant · ★ 10.8k
When to choose:
  • You want to generate a readable, interconnected Markdown knowledge graph of your repository so coding agents (Claude Code, Cursor) can grep and explore without expensive re-indexing.
  • You want to reduce context token waste by giving agents precise map-like documentation of modules and call paths.
When to skip:
  • You need an enterprise graph database with semantic vector embeddings and Cypher queries; code-graph-rag with Neo4j fits that scale.
  • You only have a small, single-file script or a trivial repository.
02

Side-by-Side Comparison

Field
agency-agents-zh logoagency-agents-zh
Graft logoGraft
Category
Prompt Engineering
Code Assistant
Stars
★ 21.6k
★ 10.8k
License
MIT
MIT
Install Command
—
npm install -g @nanonets/graft && graft init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
ai-roles, agent-personas, claude-code
ai-agents, anthropic, claude-code
03

Features

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
Graft logoGraft
01Generates a human-readable, linked markdown graph of the codebase for contextual understanding.
02Provides real explanations of system parts and their connections, bypassing redundant agent exploration.
03Automatically refreshes the code graph against the working tree for real-time accuracy, even with uncommitted edits.
04Supports multiple LLM providers for generating summaries, allowing users to use their preferred models and keys.
05Acts as a local, regenerable cache (`graft/` folder) that is not committed to version control.
04

Use Cases

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
Graft logoGraft
↳Accelerating coding agents for faster and cheaper code understanding and generation.
↳Onboarding new developers or agents to complex codebases by providing pre-mapped context.
↳Identifying the blast radius of code changes to understand potential impacts.
↳Enhancing agent correctness in resolving real-world GitHub issues (SWE-bench verified).
↳Optimizing tool-call, token, and latency savings for LLM-powered coding workflows.
05

Best For

agency-agents-zh logoagency-agents-zh
Most Popular
Graft logoGraft
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between agency-agents-zh and Graft?
Both agency-agents-zh and Graft are in the Prompt Engineering category. agency-agents-zh has 21.6k stars, while Graft has 10.8k stars.
Which is better, agency-agents-zh or Graft?
The best choice depends on your use case. Choose agency-agents-zh if Adding Chinese-language specialist subagents to Claude Code, and Graft if Accelerating coding agents for faster and cheaper code understanding and generation..
Is agency-agents-zh free or open source?
Yes, agency-agents-zh is open source on GitHub (MIT).
Is Graft free or open source?
Yes, Graft is open source on GitHub (MIT).
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