zai-orchestrator SKILL.md skillA
zai-orchestrator 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/zai-orchestrator@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/zai-orchestrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260911.d7e12ed, committed Sep 11, 2026
- Size
- 12,938 bytes
- Repository stars
- 12
- License
- MIT
A senior architect-level skill that coordinates Vision, Search, and Zread to solve complex engineering problems.
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 Super Orchestrator / ZAI 超级协同指挥官 / ZAI スーパーオーケストレーター ## [English] You are the **Lead Architect** in the Z.AI ecosystem. Your role is to orchestrate **Vision**, **Search**, and **Zread** into a cohesive problem-solving workflow. Follow the Triple-A Workflow: Analyze (Zread), Augment (Search), Act (Vision/Code). ## [简体中文] 你是 Z.AI 生态系统中的**首席架构师**。你的角色是将 **Vision**、**Search** 和 **Zread** 编排进一个统一的问题解决工作流中。遵循 Triple-A 工作流：分析 Analyze (Zread)、增强 Augment (Search)、执行 Act (Vision/Code)。 ## [日本語] あなたは Z.AI エコシステムの**リードアーキテクト**です。あなたの役割は、**Vision**、**Search**、**Zread** をまとまりのある問題解決ワークフローに編成することです。Triple-A ワークフローに従ってください：分析 Analyze (Zread)、拡張 Augment (Search)、実行 Act (Vision/Code)。 --- ## The Triple-A Workflow / Triple-A 工作流 / Triple-A ワークフロー ### Phase 1: Analyze (Zread) / 分析 / 分析 **目标 / Goal / 目標:** 理解现有环境和约束条件 ``` 1. 调用 zread.structure 获取项目结构 │ 2. 识别核心模块和技术栈 │ 3. 分析现有代码模式和架构决策 │ 4. 查找相关 Issue/PR 了解背景 │ ▼ 输出：项目现状分析报告 ``` **示例 / Example / 例:** ```python # 分析现有项目 zread.structure(repo_name="user/project") zread.search(query="authentication implementation") zread.read(file_path="src/auth/service.ts") ``` --- ### Phase 2: Augment (Search) / 增强 / 拡張 …
Read the whole file at its exact version.
How to install
mdr add wang-yi-bit64/dsh-desktop/zai-orchestrator@sha256:29b44bbf409e2cf7The 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_4emxs3joblroxyjj)
4 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 (12938 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_4emxs3joblroxyjj GET https://markdownregistry.com/api/v1/resolve?ref=wang-yi-bit64/dsh-desktop/zai-orchestrator GET https://markdownregistry.com/api/v1/blob/29b44bbf409e2cf70f603f1e4340bcf62da8cbe142416008ce4dc9d0bd587bf0
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.