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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.

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Files included (2)

  • SKILL.md3.8 KB
  • agents/openai.yaml265 B

SKILL.md (original)

Review the instructions the agent will receive before you install.

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:

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.

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