Dsh Ops App

Community

01men

dsh-ops-app

管理 AI 应用的登记、拓扑和用量成本。

Overview

Publisher	01men
Repository	`ybkkasi`
Skill name	`dsh-ops-app`
Stars	62
Forks	0
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by 01men on GitHub. Read the source before you install it.

Installation

Install the Dsh Ops App AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/01men/ybkkasi/tree/main/skills/dsh-ops-app
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/01men/ybkkasi.git /tmp/ybkkasi
mkdir -p .claude/skills
cp -r /tmp/ybkkasi/skills/dsh-ops-app .claude/skills/dsh-ops-app

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Dsh Ops App in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Dsh Ops App on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Dsh Ops App is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Skill: dsh-ops-app

何时使用

AI 应用注册、编排拓扑查看、应用层指标（DAU/会话/留存）、成本穿透、发布/下架生命周期。

调用方式（工具优先）

平台已把运维能力注册为 dsh 工具，回答现状问题（查询/盘点/排障）必须直接调用工具获取真实数据，禁止凭记忆回答：

app_list / app_topology / app_metrics / app_cost_breakdown （工具参数见各工具 schema；下文手册中的 dshctl ... 为「平台独立部署 + HTTP API 运维」场景的 CLI 备选，需 DSHCTL_TOKEN/DSHCTL_USER，在 dsh 会话内一般用不到。）

操作手册

场景 1：排查应用故障（拓扑定位）

dshctl app topology <id> → 应用 → Agent → Skill 依赖树，异常节点标红
对异常 Agent：dshctl agent metrics <agentId> 下钻
底层 MCP：dshctl mcp health <mcpId> 探活

场景 2：成本归因

dshctl app cost <id> → 按 Agent 穿透 Token/调用/成本全平台视角：dshctl cost report --groupBy=app|org|date

场景 3：发布/下架（L4）

POST /api/apps//transition {action:"online"|"offline"} → 审批单 → 单人审批通过自动执行。下架联动吊销应用机器凭证。

护栏

应用只能编排「已上线」的 Agent（注册时校验）
上线前必须登记访问地址（url）与数据密级

Frequently asked questions

What does the Dsh Ops App AI skill do?

管理 AI 应用的登记、拓扑和用量成本。

Why use Dsh Ops App on TypingMind?

Because you install it once and use it with any model. Dsh Ops App is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Dsh Ops App in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/01men/ybkkasi/tree/main/skills/dsh-ops-app. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Dsh Ops App?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Dsh Ops App?

As many as you like. As long as a model supports skills, you can use Dsh Ops App with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Dsh Ops App AI skill free?

Yes. It is published on GitHub by 01men under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Skill: dsh-ops-app

何时使用

调用方式（工具优先）

操作手册

场景 1：排查应用故障（拓扑定位）

场景 2：成本归因

场景 3：发布/下架（L4）

护栏

Frequently asked questions

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