Motherduck Manage Guides logo

Motherduck Manage Guides

Organization
motherduckdb
motherduck-manage-guides

Read or maintain MotherDuck Guides for business definitions, join rules, and reusable warehouse conventions.

Overview

Publishermotherduckdb
Repositoryagent-skills
Skill namemotherduck-manage-guides
Stars
62
Forks
6
Bundled files
2
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.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by motherduckdb on GitHub. Read the source before you install it.

Installation

Install the Motherduck Manage Guides 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/motherduckdb/agent-skills/tree/main/plugins/motherduck-skills-claude/skills/motherduck-manage-guides
  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/motherduckdb/agent-skills.git /tmp/agent-skills
mkdir -p .claude/skills
cp -r /tmp/agent-skills/plugins/motherduck-skills-claude/skills/motherduck-manage-guides .claude/skills/motherduck-manage-guides
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Motherduck Manage Guides 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 Motherduck Manage Guides 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 Motherduck Manage Guides 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.

Manage MotherDuck Guides

Source Of Truth

  • Prefer the current MotherDuck Guides documentation and MCP tool descriptions.
  • When MotherDuck MCP is available and the SQL answers a business question, call get_query_guide first, then read only the relevant Guide topics and validate their claims against the live schema.
  • get_dive_guide and get_flight_guide automatically include summaries from the reserved dives and flights topics; do not load those topics separately unless deeper context is needed.

Default Posture

  • Keep one short root orientation Guide only when its guidance applies broadly. Put domain-specific knowledge under shallow, descriptive topics.
  • Default new Guides to access = 'user'. Organization visibility requires an explicit request and the required admin permission; change it with set_guide_access (MCP) or --access on motherduck guide push.
  • Document tables that Flights create under the data-sources topic (not flights, which holds authoring conventions): source, purpose, grain, key columns, transformations, refresh behavior, and caveats, with references to the table, its producing Flight, and any consuming Dive. Create these with user access; when the table's database has an owned share, propose organization access and apply it only on request.
  • Write one coherent subject per Guide, with a discriminating title and description. Lead with rules, tested SQL, and named pitfalls.
  • Attach references to the databases, shares, schemas, tables, columns, Dives, Flights, or Guides the content governs so agents discover it at the right time.
  • Validate referenced objects and executable SQL against the live workspace before presenting a Guide as trustworthy.
  • Use version comments to explain why guidance changed. Read before update and avoid overwriting concurrent work.
  • When a shell is available and Guides should live in Git or be reviewed like code, use motherduck guide (see motherduck-cli): edit guide.md locally, push with --version-description, and pass the commit SHA as --external-id so each version traces to a change.

Workflow

  1. Inspect get_query_guide or list_guides to understand the visible topic tree and avoid duplication.
  2. Read the relevant Guide versions and referenced objects before drafting a change.
  3. Choose the narrowest useful topic; leave the topic empty only for organization-wide orientation.
  4. Draft concise Markdown that maps business language to exact catalog objects and validated SQL.
  5. For a create or update request, apply the change through MCP or the documented SQL function and read it back.
  6. Verify metadata, access, references, current version, and change comment. For query work, follow the Guide and still validate the resulting SQL against the live schema.

For answer, review, or planning requests, inspect and draft without creating or modifying Guides. For explicit create/update requests, perform the in-scope mutation and verify it; ask before deletion (delete_guide) or expanding visibility beyond the authorized audience. An explicit organization-publication request already authorizes that audience, subject to admin permission.

References

Read only the reference sections needed for the current task.

  • Read references/GUIDES_PLAYBOOK.md for topic design, access governance, references, MCP/SQL operations, versioning, and quality checks.

Related Skills

Load related skills only for missing capabilities; reuse established context.

  • motherduck-explore for validating referenced catalog objects
  • motherduck-query for testing SQL and applying Guide-aware analysis
  • motherduck-create-dive and motherduck-create-flight for reserved-topic conventions
  • motherduck-security-governance for organization visibility and permission boundaries

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Motherduck Manage Guides AI skill do?

Read or maintain MotherDuck Guides for business definitions, join rules, and reusable warehouse conventions.

Why use Motherduck Manage Guides on TypingMind?

Because you install it once and use it with any model. Motherduck Manage Guides 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 Motherduck Manage Guides in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/motherduckdb/agent-skills/tree/main/plugins/motherduck-skills-claude/skills/motherduck-manage-guides. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Motherduck Manage Guides?

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 Motherduck Manage Guides?

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

Is the Motherduck Manage Guides AI skill free?

Yes. It is published on GitHub by motherduckdb 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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