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Forgecad Image Prompt

Organization
ForgeCAD
forgecad-image-prompt

Write builder-honest AI image prompts from a concrete ForgeCAD model, build brief, HLD, or LLD without hiding how the artifact is built.

Overview

PublisherForgeCAD
Repositoryforgecad-public-kit
Skill nameforgecad-image-prompt
Stars
942
Forks
104
Bundled files
1
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.

  • 1 bundled files

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

  • Open source

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

Installation

Install the Forgecad Image Prompt 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/ForgeCAD/forgecad-public-kit/tree/mainline/skills/forgecad-image-prompt
  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/ForgeCAD/forgecad-public-kit.git /tmp/forgecad-public-kit
mkdir -p .claude/skills
cp -r /tmp/forgecad-public-kit/skills/forgecad-image-prompt .claude/skills/forgecad-image-prompt
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Forgecad Image Prompt 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 Forgecad Image Prompt 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 Forgecad Image Prompt 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.

Image Prompt

Scope

Only for artifacts already concrete enough to visualize (a specific .forge.js model, build brief, or HLD); route vague briefs to forgecad-design-spec first. Read minimum context — entry .forge.js, one key helper if it delegates geometry, brief/HLD — and capture what must survive the image model: artifact type and scale, major subassemblies, actuation style, visible mechanisms, material and color cues.

Core Rule

Image prompts, not concept art: show the final artifact clearly, preserve build and subsystem truth, and keep visible the seams, modules, hardware, and mechanical hierarchy that matter.

Negatives (the only negatives list — reuse it, never restate variants):

  • no fake sleek consumer shell, no hidden mechanics
  • no over-smoothed geometry, no sci-fi styling
  • no CAD-drawing, blueprint, or dimension-arrow pretense
  • no cutaway, sectioned, or exploded teaching view unless the user explicitly asks
  • no text, labels, or humans

Prompt Skeleton

Block order: identity → mechanism truth → materials/color truth → pose/state → shot/camera/lighting → negatives. Fill in, don't copy:

text
A [artifact identity and scale], designed as a real buildable CAD-driven object, not a fantasy concept. [Major subassemblies and mechanism truth]. [Materials, colors, finish, visible hardware]. Show it in [pose / state]. [Shot, camera, background, lighting]. It should look physically buildable and mechanically honest, with visible part boundaries and serviceable architecture. No [negative 1], no [negative 2], no [negative 3].

Default shot: front-left three-quarter hero view, eye-level product camera. Alternate: rear-right three-quarter view showing motor placement and belt routing.

Modes

Default to ONE honest hero render; add support prompts only when the user asks. Prefer separate single-purpose images over collages or multi-view boards.

ModeJobSignature phrases
Honest hero render (default)Final object clearly, still reads as buildableclean premium studio product render, physically buildable and mechanically honest
Builder-first mechanicalTeach the build; bias to interfaces, seams, mounted actuatorsclear visibility of interfaces, seams, and subsystem boundaries, serious prototype, not a polished consumer shell
Mild explodedAssembly logic; major modules only, no per-screw chaos. Image-only — the CAD model stays the complete assembled productmajor modules separated by small clean gaps, no tiny floating fragments
Workshop prototype realismFeel like a real first prototypevisible print lines and honest surface texture, uncluttered engineering bench background
End-effector close-upWrist/gripper mechanism detailclose-up on the wrist and end effector showing the mechanism clearly

Writing Rules

  • Use real artifact language: base, turntable, shoulder, rails, bearings, gripper, belt, pulley, shaft.
  • Prefer visible subsystem truth over poetic adjectives.
  • Keep exact dimensions out unless they matter visually and are already known.
  • If a detail is uncertain, stay honest at the subsystem level — never invent internals.
  • Ask for "physically buildable", "mechanically honest", "visible part boundaries" when central.
  • Mention motors, belts, pulleys, shafts, guide rods, fasteners, or service covers only if genuinely part of the artifact.
  • A short strong prompt beats a style dump.

Output Contract

Return: one sentence interpreting the artifact, the primary prompt first (usually the honest hero render), optional support prompts, and a short which-to-try-first note. Never bury the prompts under theory.

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 Forgecad Image Prompt AI skill do?

Write builder-honest AI image prompts from a concrete ForgeCAD model, build brief, HLD, or LLD without hiding how the artifact is built.

Why use Forgecad Image Prompt on TypingMind?

Because you install it once and use it with any model. Forgecad Image Prompt 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 Forgecad Image Prompt in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ForgeCAD/forgecad-public-kit/tree/mainline/skills/forgecad-image-prompt. 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 Forgecad Image Prompt?

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 Forgecad Image Prompt?

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

Is the Forgecad Image Prompt AI skill free?

Yes. It is published on GitHub by ForgeCAD 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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