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Gen Sketch

Organization
partcad
gen-sketch

Generate a PartCAD 2D sketch from a natural-language description by authoring the sketch (build123d / cadquery / dxf / svg / basic) and validating it with the PartCAD CLI. Use for /pc:gen-sketch or when the user asks to generate, create, or draw a 2D sketch, profile, outline, or blueprint.

Overview

Publisherpartcad
Repositorypartcad
Skill namegen-sketch
Stars
504
Forks
47
Bundled files
Instructions only
LicenseApache-2.0
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 partcad on GitHub. Read the source before you install it.

Installation

Install the Gen Sketch 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/partcad/partcad/tree/devel/ai-agents/common/skills/gen-sketch
  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/partcad/partcad.git /tmp/partcad
mkdir -p .claude/skills
cp -r /tmp/partcad/ai-agents/common/skills/gen-sketch .claude/skills/gen-sketch
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gen Sketch 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 Gen Sketch 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 Gen Sketch 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.

pc:gen-sketch

Generate one PartCAD sketch — a 2D profile — from a description. You author the sketch yourself and prove it renders with the PartCAD CLI. There is no built-in ai-* sketch type; you are the model. The hard requirement: the sketch renders without errors.

The flow mirrors /pc:gen-part, adapted to 2D. Treat it as a strong default, not a script — but always finish by rendering. (Sketches are not manufacturable, so unlike parts they need no manufacturable: flag and skip the cam tests.)

1. Understand the request

$ARGUMENTS is the description. Read it and any requirements, and view reference images directly. Ask the user to clarify only load-bearing ambiguities. Work in millimeters unless told otherwise.

2. Make sure PartCAD is available

Resolve a command as /pc:init does (pc, then partcad, then python -m partcad_cli.click.command). If none is found, stop and run /pc:setup executable first.

3. Choose a representation

KindGood for
build123dparametric 2D sketches (recommended default)
cadqueryfluent 2D sketching
dxfa DXF outline
svgan SVG outline
basicsimple primitive-based sketches

4. Author and register

Write the sketch file first, then register it:

sh
pc add sketch <kind> <name>.<ext>       # e.g. pc add sketch build123d profile.py
  • build123d / cadquery (Python): import everything you use (including math and the library itself); expose the 2D result with show_object(<sketch>); do not export anything.
  • dxf / svg: write the outline file directly.

Record the description in the sketch's desc: in partcad.yaml. If you started the project with pc init, delete the empty null sections it leaves.

5. Render, compare, and iterate

Rendering is the build gate. Sketches render to SVG:

sh
mkdir -p /tmp/pc-render                          # the -O directory must already exist
pc render -s -t svg -O /tmp/pc-render <name>     # writes /tmp/pc-render/<name>.svg

View /tmp/pc-render/<name>.svg and compare it against the description — the outline and every stated dimension. Fix any error or mismatch, then re-render. Iterate until it is right.

6. Finalize

Summarize what you drew — key dimensions and assumptions — and how to view it: pc ide view -s <name>.

Frequently asked questions

What does the Gen Sketch AI skill do?

Generate a PartCAD 2D sketch from a natural-language description by authoring the sketch (build123d / cadquery / dxf / svg / basic) and validating it with the PartCAD CLI. Use for /pc:gen-sketch or when the user asks to generate, create, or draw a 2D sketch, profile, outline, or blueprint.

Why use Gen Sketch on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/partcad/partcad/tree/devel/ai-agents/common/skills/gen-sketch. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Gen Sketch?

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 Gen Sketch?

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

Is the Gen Sketch AI skill free?

Yes. It is published on GitHub by partcad under the Apache-2.0 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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