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Lathe Ask

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devenjarvis
lathe-ask

Answer a reader's question about a specific part of a Lathe tutorial, in session. Use when the user invokes /lathe-ask with a slug and part like "/lathe-ask digital-synth-zig part-02.md" followed by the question on the next line (the "Ask" button in `lathe serve` pastes exactly this).

Overview

Publisherdevenjarvis
Repositorylathe
Skill namelathe-ask
Stars
1.7K
Forks
49
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 devenjarvis on GitHub. Read the source before you install it.

Installation

Install the Lathe Ask 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.
  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/devenjarvis/lathe.git /tmp/lathe
mkdir -p .claude/skills
cp -r /tmp/lathe/internal/skills/data/lathe-ask .claude/skills/lathe-ask
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Lathe Ask 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 Lathe Ask 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 Lathe Ask 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.

Lathe — Ask About a Part

Answer a reader's question about one part of a stored tutorial, grounded in what that tutorial actually built. Triggered by:

/lathe-ask <slug> <part-NN.md>
<the reader's question>

The web "Ask" button pastes exactly that: the slug and part on the command line, the question on the next line. Parse all three.

Protocol

  1. Read the part at ~/.lathe/tutorials/<slug>/<part-NN.md>. Read sibling parts (part-NN.md in the same dir) when the question reaches across parts or depends on earlier setup — continuity matters here too.

  2. Answer grounded in this tutorial's concrete artifact — the same controlling example, the same numbers, the same voice the tutorial used. The reader is asking about their synth / their key-value store, not the topic in the abstract. Don't re-teach the whole topic from scratch.

  3. Point at the tutorial, don't re-derive it. Prefer "look at the process_buffer loop in §3 — the modulo there is doing X" over a fresh ground-up explanation. You're a guide standing next to them at the page they're reading.

  4. Be honest about gaps. If the question exposes something the tutorial got wrong, glossed over, or left under a [!UNVERIFIED] flag, say so plainly — don't paper over it. That's more useful than a confident hand-wave.

  5. Stay engaged for follow-ups. This is a conversation, not a one-shot reply.

Boundaries — read-only, conversational

  • There is no lathe ask command. This skill writes nothing and calls back into no CLI command — ask is deliberately conversation-only.
  • No state mutation: don't touch metadata.json, verify-result.json, or the part markdown. Don't verify, don't extend, don't tag.
  • Keep answers specific to this tutorial's concrete artifact, in its voice.

Frequently asked questions

What does the Lathe Ask AI skill do?

Answer a reader's question about a specific part of a Lathe tutorial, in session. Use when the user invokes /lathe-ask with a slug and part like "/lathe-ask digital-synth-zig part-02.md" followed by the question on the next line (the "Ask" button in `lathe serve` pastes exactly this).

Why use Lathe Ask on TypingMind?

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

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

Which AI models can use Lathe Ask?

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 Lathe Ask?

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

Is the Lathe Ask AI skill free?

Yes. It is published on GitHub by devenjarvis 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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