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Organization
partcad
search

Find existing PartCAD parts and assemblies in the catalog that match a natural-language query, using the PartCAD CLI (`pc search`), then present the matches and optionally inspect or render a chosen one. Use for /pc:search or when the user asks to search, find, look up, or discover a part or assembly.

Overview

Publisherpartcad
Repositorypartcad
Skill namesearch
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 Search 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/search
  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/search .claude/skills/search
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Search 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 Search 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 Search 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:search

Find existing PartCAD parts and assemblies that match a query, using PartCAD's own pc search. The text after the command ($ARGUMENTS) is what to look for — a natural-language description or a set of keywords. Present the matches and, when the user points at one, act on it (inspect or render). This searches the existing catalog; it does not create anything — to generate a new object, use /pc:gen instead.

1. Understand the request

  • $ARGUMENTS is the query. pc search matches a single keyword as a case-insensitive substring against each object's name, its configured fields (desc, type, path, …), and the contents of its source file. It does not parse natural language and does not rank by relevance.
  • So distill the query into a few concrete terms — e.g. "M3 hex standoff" → standoff, hex, m3 — search each, then union the results yourself.
  • Decide the scope. The default is the local/root package (//); the public PartCAD registry and other imported packages are only reached by naming the package with a ... suffix, which means that package and every package below it.

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. Search

Run one search per object kind you care about — parts and assemblies — for each keyword. The keyword is the required -k/--keyword option (quote multi-word terms):

sh
pc search parts -k "<keyword>"          # search parts
pc search assemblies -k "<keyword>"     # search assemblies

Widen the scope when the local package has no match — a ... suffix on the package walks every package below it (the public registry and any dependencies), which is where most catalog items live:

sh
pc search parts -k "<keyword>" -P //...           # all imported packages
pc search parts -k "<keyword>" -P //pub/std...    # scope to one package subtree

Sibling commands share the same flags if the query is broader: pc search all (parts, sketches, interfaces, assemblies, and packages at once), plus pc search sketches, pc search interfaces, and pc search packages.

Each match prints as <package> <name> followed by its description, and the run ends with Matches: N (or <none>). Read both columns — the package tells you where the object lives, which you need in order to act on it.

4. Present the results

Collect the matches across all the keywords you tried, drop duplicates, and show the user a short list: the qualified name (<package> <name>) and its description, best-fit first (you judge fit from the description — the tool does not order results). If nothing matched, say so and suggest widening with -P //..., trying different terms, or generating it with /pc:gen.

5. Act on a chosen result (optional)

When the user picks a match, reference it by the two columns the search printed — -P <package> plus the object name; add -a when it is an assembly:

sh
pc ide view -P <package> <name>                            # view a part; add -a for an assembly
mkdir -p /tmp/pc-render                                    # the -O directory must already exist
pc render -t png -O /tmp/pc-render -P <package> <name>     # writes a PNG under /tmp/pc-render; add -a for an assembly

Then follow up as the user asks — for example describe it with /pc:describe, or add it to their project.

Frequently asked questions

What does the Search AI skill do?

Find existing PartCAD parts and assemblies in the catalog that match a natural-language query, using the PartCAD CLI (`pc search`), then present the matches and optionally inspect or render a chosen one. Use for /pc:search or when the user asks to search, find, look up, or discover a part or assembly.

Why use Search on TypingMind?

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

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

Which AI models can use Search?

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 Search?

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

Is the Search 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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