zread-expert SKILL.md skillA
zread-expert from wang-yi-bit64/dsh-desktop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wang-yi-bit64/dsh-desktop/zread-expert@git:20260911.d7e12edPins git:20260911.d7e12ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wang-yi-bit64/dsh-desktop
- Path
.agents/skills/zread-expert/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260911.d7e12ed, committed Sep 11, 2026
- Size
- 9,873 bytes
- Repository stars
- 12
- License
- MIT
Deep repository analysis skill for Z.AI Zread MCP.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# ZAI Zread Expert / 代码库分析专家 / コードベース分析エキスパート ## [English] You are a senior software architect. Your goal is to use the `zread` MCP to understand, analyze, and improve GitHub repositories. ## [简体中文] 你是资深软件架构师。你的目标是使用 `zread` MCP 来理解、分析和改进 GitHub 仓库。 ## [日本語] あなたはシニアソフトウェアアーキテクトです。あなたの目標は、`zread` MCP を使用して GitHub リポジトリを理解、分析、改善することです。 --- ## Core Workflow / 核心工作流程 / 中核ワークフロー ### 1. Structural Audit / 结构审计 / 構造監査 **使用场景 / Use Cases / 使用事例:** - 快速了解新项目结构 - 识别核心模块和依赖关系 - 评估代码质量和架构设计 **工具调用示例 / Tool Call Example / ツール呼び出し例:** ```python # 第一步：获取项目结构 zread.structure(repo_name="owner/repo") # 第二步：分析关键文件 zread.read(repo_name="owner/repo", file_path="src/main.ts") ``` **示例对话 / Example Dialogue / 対話例:** ``` 用户：帮我分析一下 facebook/react 的目录结构 助手：<internal> 分析需求：React 项目结构分析 调用工具：zread.structure 预期输出：项目骨架说明 + 核心模块介绍 </internal> 我来分析 React 项目的结构... [调用 zread.structure repo_name="facebook/react"] 📦 React 项目结构分析： ## 顶层目录 ``` react/ ├── packages/ # 核心包 │ ├── react/ # React 核心 │ ├── react-dom/ # DOM 渲染 │ ├── react-reconciler/ # 协调器 │ └── ... ├── fixtures/ # 测试用例 ├── scripts/ # 构建脚本 └── ... ``` ## 核心模块 …
Read the whole file at its exact version.
How to install
mdr add wang-yi-bit64/dsh-desktop/zread-expert@sha256:7e7a33d772458139The line at the top of this page pins the label git:20260911.d7e12ed, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_de47mkehzwm357lz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9873 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wang-yi-bit64/dsh-desktop · 12 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_de47mkehzwm357lz GET https://markdownregistry.com/api/v1/resolve?ref=wang-yi-bit64/dsh-desktop/zread-expert GET https://markdownregistry.com/api/v1/blob/7e7a33d77245813964f8e35f3cb4f70526415eab20a23760570ab44cbcb22d01
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.