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Claude Code
Cursor
Codex CLI
Muse
OpenClaw+21 moreClaude CodeCursorCodex CLIMuseOpenClaw
Manus
Grok
Grok Bot+18 agentsproduct prompt architect
Generate art-directed, production-ready commercial photography prompts for physical products.
$9
product prompt architect
Example session with this skill installed
I need a high-end commercial shot of a matte black espresso machine. I only have the product name and color, so give me three different creative vibes.
- Read your context and instructions
- Compiled the product prompt architect
- Generated the image
I have developed three distinct art-directed concepts for the matte black espresso machine, focusing on material contrast, atmospheric lighting, and commercial appeal.
Espresso Machine Creative Directions
| Direction | Concept | Camera & Composition | Lighting & Environment |
|---|---|---|---|
| A. Industrial Minimal | Focused on the tactile quality of the matte finish against raw architectural materials. | Eye-level three-quarter view, 50mm lens, tight focus on the texture of the steam wand. | Top-down softbox lighting, dark concrete background, subtle rim light to define the matte black silhouette. |
| B. Morning Ritual | A lifestyle-oriented scene emphasizing the product in a credible, premium domestic setting. | Slightly elevated angle, 35mm lens, capturing the machine on a white marble countertop. | Natural morning side-light through a window, soft shadows, warm wood accents and a single ceramic cup as a prop. |
| C. High-Contrast Noir | Dramatic, editorial-style presentation focusing on silhouette and steam. | Low-angle hero shot, 85mm lens for compression, centered composition. | Hard edge lighting to carve the product out of a dark background, backlit rising steam, wet slate surface. |
Production Prompts
Prompt A: Industrial Minimal
Commercial product photography of a matte black espresso machine, centered hero shot, complete silhouette in frame. Minimalist industrial studio setting, dark gray raw concrete background. Lighting: Single overhead large softbox creating a soft gradient highlight on the matte casing, negative fill to deepen shadows. Material: Detailed non-reflective polymer texture, stainless steel accents with soft specular highlights. 8k resolution, photorealistic, sharp focus, no cropping of machine edges.
Prompt B: Morning Ritual
Commercial lifestyle photography of a matte black espresso machine, full product visible, three-quarter view. High-end modern kitchen, white Carrara marble countertop, blurred breakfast nook in background. Lighting: Soft directional morning sunlight from camera left, bright airy atmosphere. Material: Matte black finish contrasting with polished white marble reflections. 8k, high fidelity, professional color grading, commercial advertising quality.
Prompt C: High-Contrast Noir
Editorial product shot of a matte black espresso machine, low angle hero perspective, full machine footprint visible. Dark moody studio, black obsidian base with subtle reflections. Lighting: Dual rim lights (back-left and back-right) defining the sharp geometric edges, low key lighting, cinematic atmosphere. Material: Deep black matte texture, crisp contact shadows. 8k, ultra-detailed, dramatic commercial aesthetic.
Next steps
- Select the prompt that best matches your brand's visual identity.
- If using Concept B, specify if you want a particular type of coffee cup or accessory.
- Test the prompt in your preferred generator (Midjourney, Flux, etc.) and adjust the aspect ratio to match your output needs.
product-prompt-architect.png
PNG · 1536×1024
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
General-purpose AI image generators often struggle with product fidelity, frequently cropping out essential edges, warping geometric components, or applying generic "glossy" lighting that ignores specific material properties like brushed metal or translucent glass.
What it does
- Generates art-directed, photorealistic prompts for physical products ranging from automotive and electronics to luxury watches and cosmetics.
- Enforces a "complete hero" rule to ensure product silhouettes stay fully within the frame with proper breathing room.
- Adapts lighting and material descriptions based on physics, specifically handling glass refraction, metal specular highlights, and fabric textures.
- Proposes three distinct creative directions (Studio, Lifestyle, Editorial) when initial briefs are underspecified.
- Protects brand identity by strictly adhering to user-supplied model names and specifications without inventing fake features.
Why this beats prompting it yourself
Writing commercial-grade prompts requires deep knowledge of photography terminology, lighting setups, and negative constraints specific to different product categories. This skill automates the technical art direction, ensuring consistent composition and material realism that standard prompts often miss.
Use cases
- Creating high-fidelity ecommerce listing images for watches, jewelry, or electronics.
- Developing campaign concepts for automotive advertising with realistic reflections and road contact.
- Generating professional food and beverage photography prompts that maintain structural integrity.
- Visualizing luxury cosmetic packaging with accurate glass and liquid behavior.
Known limitations
This skill is strictly for physical products and will not produce optimal results for portraits, animals, or abstract illustrations. It does not generate readable label text.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
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