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    product prompt architect

    1

    Generate art-directed, production-ready commercial photography prompts for physical products.

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    product prompt architect

    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

    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

    DirectionConceptCamera & CompositionLighting & Environment
    A. Industrial MinimalFocused 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 RitualA 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 NoirDramatic, 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

    1. Select the prompt that best matches your brand's visual identity.
    2. If using Concept B, specify if you want a particular type of coffee cup or accessory.
    3. Test the prompt in your preferred generator (Midjourney, Flux, etc.) and adjust the aspect ratio to match your output needs.

    Connects securely to your tools. The creator never sees your data.

    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.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Agents & Orchestration.

    Strictly for physical products only. Does not generate readable label text or typography. Not suitable for portraits or character-focused art.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    Listed2 months ago

    What's inside

    Frequently Asked Questions

    This skill is optimized for top-tier image generators like Midjourney, DALL-E 3, and Stable Diffusion, providing specific syntax and technical parameters that leverage the strengths of each model.

    The skill addresses common AI failures like 'chopped' edges and unrealistic lighting by enforcing strict compositional rules and material-specific physics to ensure your product looks production-ready.

    No complex installation is required; once purchased, you can immediately input your product specifications into the agent interface to receive structured, art-directed prompt sets.

    You will receive the core prompt architecture designed for physical products, a guide on how to customize parameters for different materials, and access to future logic updates for new image generator versions.

    Yes, the architect is designed to handle diverse materials, including difficult textures like brushed aluminum, translucent liquids, and reflective glass, using specialized lighting terminology.

    While this skill excels at creating professional product visuals, it is not designed for human portraiture, complex text rendering on labels, or abstract character design.

    New in Agents & Orchestration