High-performance Agent Skills for Z.AI MCP ecosystem (Vision, Search, Zread) - Works with OpenClaw, Claude Code, Cursor, Z Code
# ZAI-Skills
[English](./README.md) | [简体中文](./README_zh.md) | [日本語](./README_ja.md)
A collection of high-performance [Agent Skills](https://github.com/skillcreatorai/Ai-Agent-Skills) designed to supercharge AI agents (OpenClaw, Claude Code, Cursor, Z Code, etc.) with the **Z.AI (Z Code)** core MCP ecosystem (Vision, Search, and Zread).
## 🌟 Why ZAI-Skills?
These skills are optimized to enhance the three fundamental pillars of the Z.AI intelligence suite, providing advanced instructions for high-fidelity technical output.
## 🚀 Available Skills
| Skill | Description | Triggers |
|-------|-------------|----------|
| **`zai-orchestrator`** | The "Brain" skill. Coordinates Vision, Search, and Zread to solve complex, multi-step engineering tasks. | 复杂任务,多步骤,协同,orchestrator |
| **`vision-expert`** | Advanced UI-to-Code, technical diagram analysis, and visual error diagnosis for Z.AI Vision. | 分析图片,UI 转代码,截图诊断,vision |
| **`search-expert`** | High-precision technical research and structured information synthesis using Z.AI Web Search Prime. | 搜索,调研,查找资料,search |
| **`zread-expert`** | Senior architect-level codebase analysis, structural audits, and semantic search via Zread. | 分析仓库,代码审计,zread, 架构分析 |
## 📖 Use Cases
### Vision Expert
| Scenario | Example Input | Expected Output |
|----------|---------------|-----------------|
| **UI Recreation** | "Convert this design to React components" + [screenshot] | Runnable React + Tailwind code |
| **Error Diagnosis** | "How to fix this error?" + [terminal screenshot] | Root cause analysis + specific fix |
| **Diagram Analysis** | "Explain this system architecture" + [architecture diagram] | Architecture breakdown + service definitions |
| **OCR Extraction** | "Extract text from this image" + [document screenshot] | Structured text content |
**Example Dialogue:**
```
User: [uploads UI screenshot] Help me implement this login page
Assistant: I'll convert this screenshot to React + Tailwind code.
[calls ui_to_Agent that generates comprehensive documentation, API references, architecture diagrams, and developer onboarding guides from existing code.
Agent configuration for systematic bug investigation that traces issues from error logs through the codebase to root cause with suggested fixes.
Agent for integrating third-party APIs including SDK setup, type generation, error handling, retry logic, and rate limit management.
Cursor's built-in autonomous coding agent that can make multi-file edits, run terminal commands, search the codebase, and iteratively build features with minimal human intervention.
Cloud-based autonomous coding agent that runs in the background on remote sandboxed environments, handling complex multi-step tasks while you continue working.
Cursor's multi-file editing agent within Composer mode that can create, edit, and delete files across your entire project in a single conversation.