ai art direction and prompt builder

    1

    Transforms rough visual ideas into structured, professional-grade AI image prompts and art direction.

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    ai art direction and prompt builder

    Example session with this skill installed

    Create art direction and a prompt for a "cyberpunk street food vendor in a rainy neon city" for a website hero section.

    • Read your context and instructions
    • Compiled the ai art direction

    I have developed the art direction and production prompts for your cyberpunk street food vendor concept.

    Art Direction & Prompt Specification

    CONCEPT_ANCHOR

    • Subject: Cyberpunk street food vendor (Ramen stall)
    • Emotion: Gritty but inviting, urban sanctuary
    • Use Case: Website Hero Section (Desktop)

    VISUAL_ARCHITECTURE

    • Composition: Wide-angle, rule of thirds. Vendor stall on the right third, wet asphalt road leading to glowing skyscrapers in the left background.
    • Palette: Neon Cyan (#00f2ff), Electric Magenta (#ff00ff), Deep Obsidian (#0a0a0a), and Warm Amber (#ffbf00) for the stall interior.
    • Lighting: High-contrast night scene. Cool blue ambient light from rain clouds, punctuated by harsh pink neon signs and warm glow from the steamer baskets.
    • Texture: Reflective wet pavement, brushed chrome, steam vapor, worn synthetic fabrics.

    NARRATIVE_LAYER

    • Symbols: A single holographic cat waving (Maneki-neko) on the counter; steam rising against cold rain.
    • Subject/Environment: The vendor is a warm, static island in a fast-moving, cold, rainy metropolis.

    STYLE_CONSTRAINTS

    • Medium: Cinematic digital painting.
    • References: Blade Runner 2049, Simon Stålenhag, Syd Mead.
    • Aspect: 21:9 (Ultrawide for hero).

    PROMPT_ASSEMBLY

    MASTER_PROMPT: "Cinematic digital painting of a cyberpunk street food ramen stall at night in a rainy city, ultrawide 21:9 hero section composition. A warm amber glow emanates from a chrome stall on the right third, steam rising into cold cyan and magenta neon rain. Foreground features reflective wet asphalt with colorful light spills. Background shows blurred silhouettes of futuristic skyscrapers. Highly detailed textures of worn metal and synthetic fabric, vibrant neon signs, volumetric fog, masterpiece, 8k resolution, sharp focus on the ramen bowls."

    NEGATIVE_PROMPT: "sunlight, daytime, blurry, low resolution, messy, distorted faces, text, watermark, signature, flat lighting, pastel colors, cartoonish, low-poly."

    VARIATIONS

    • Photorealistic: "85mm photography, shot on Fujifilm, cinematic grain, realistic rain droplets on lens, authentic urban grit."
    • Minimalist: "High contrast vector art, flat colors, silhouette of vendor against large neon circle, clean lines."

    AUDIT_PASS
    The prompt establishes a clear focal point (the stall) while managing the complex lighting typical of the cyberpunk genre. The 21:9 aspect ratio and negative space on the left are optimized for website copy overlays.

    Next steps

    1. Test the Master Prompt in Midjourney using the --ar 21:9 parameter.
    2. Apply the "Minimalist" variation if the website design requires a cleaner, less busy background.
    3. Adjust the "Warm Amber" hex code in the prompt if the brand colors require a different accent.

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

    About this skill

    The problem

    Vague image prompts lead to generic, unusable AI outputs. Developers and designers often struggle to translate a high-level concept into the specific lighting, composition, and technical constraints required for professional-grade assets.

    What it does

    • Extracts emotional tone and intended use cases from simple text descriptions.
    • Defines visual pillars including color palettes with hex codes, lighting direction, and texture details.
    • Builds symbolic narrative layers to add depth and "story" to the generated image.
    • Generates structured master prompts alongside targeted negative prompts for specific AI models.
    • Adapts a single concept into multiple formats like 16:9 cinematic, 9:16 vertical, and 1:1 social square layouts.

    Why this beats prompting it yourself

    Writing detailed prompts manually is repetitive and prone to "token drift" where the AI ignores the most important elements. This skill enforces a rigorous architectural workflow that ensures visual hierarchy, technical rendering rules, and production-ready formatting are never overlooked.

    Use cases

    • Generating coherent concept art for game environments or UI backgrounds.
    • Creating a consistent series of social media assets with shared visual rules.
    • Drafting high-fidelity product photography prompts for marketing mockups.
    • Expanding rough brand ideas into detailed art direction guidelines for creative teams.

    Known limitations

    Does not generate the actual image files. Requires an external AI image generator like Midjourney, Stable Diffusion, or DALL-E 3 to execute the prompts.

    Requires an external image generator like Midjourney or Stable Diffusion. Does not output image files directly.

    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 any payment.

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    Listed2 months ago

    What's inside

    Frequently Asked Questions

    This skill takes your high-level visual concepts and converts them into structured, professional-grade technical prompts including lighting, composition, and color hex codes to ensure high-quality outputs.

    The skill is designed to generate optimized prompts for industry-leading models including Midjourney, DALL-E 3, and Stable Diffusion, providing specific formatting for each.

    No, this skill provides the 'art direction' and technical prompt architecture; you will need to copy the generated prompts into an external image generator to produce the final files.

    You receive the specialized AI agent skill that executes the prompt building workflow, along with documentation on how to input your ideas for the best technical results.

    Yes, the skill is built to handle aspect ratio variations, providing optimized prompt adjustments for 16:9 cinematic, 9:16 vertical, and 1:1 square formats.

    This skill uses a structured architectural workflow to prevent 'token drift,' ensuring that the AI generator prioritizes your most important visual elements rather than ignoring them.

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