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DataWithBaraa
docs

Use after a change or a release, to write and refresh the runbook and the how-to guides of the project, so the runbook and the guides match the code.

Overview

PublisherDataWithBaraa
Repositoryclaude-code-data-engineering-skills
Skill namedocs
Stars
66
Forks
22
Bundled files
Instructions only
LicenseMIT
Links
  • 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 DataWithBaraa on GitHub. Read the source before you install it.

Installation

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

1

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.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/DataWithBaraa/claude-code-data-engineering-skills/tree/main/skills/docs
  4. 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.
2

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/DataWithBaraa/claude-code-data-engineering-skills.git /tmp/claude-code-data-engineering-skills
mkdir -p .claude/skills
cp -r /tmp/claude-code-data-engineering-skills/skills/docs .claude/skills/docs
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Docs 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 Docs 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 Docs 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.

Docs

The job: the runbook and the how-to guides, matching the code every time. It writes the docs, never the code. The standards and the source pages are checked by the knowledge-refresh skill, and the incident log gets its entries from the incident skill.

Input: none, or the change to document.

Steps

  1. List what changed since the docs were last written: the diff, the new files, the renamed things.
  2. The runbook: every command, in order, as it runs today. Check that each command exists and that its flags parse, with --help or a dry run. Never run a command that writes data or starts a job.
  3. The how-to guides: one per repeated task of the project, the steps as a new colleague would follow them.
  4. Check every guide against the code: every path exists, every name is the name in the code.
  5. Link the facts instead of copying them. A source, a business term or a rule links to its page in the knowledge, and a repeated passage becomes a link.
  6. Report what was out of date and what is now written.

Output

The runbook and the how-to guides as Markdown files in the docs folder, every command and every path checked against the code.

Reads

  • the code, the scripts, the run records, the existing docs, the knowledge

Writes

  • the runbook and the how-to guides

Never

  • Never changes the code to match the docs.
  • Never invents a fact: where the code says nothing, write "unknown".

Frequently asked questions

What does the Docs AI skill do?

Use after a change or a release, to write and refresh the runbook and the how-to guides of the project, so the runbook and the guides match the code.

Why use Docs on TypingMind?

Because you install it once and use it with any model. Docs 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 Docs in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/DataWithBaraa/claude-code-data-engineering-skills/tree/main/skills/docs. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Docs?

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 Docs?

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

Is the Docs AI skill free?

Yes. It is published on GitHub by DataWithBaraa 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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