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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    AI Cinematic Prompt Engineer

    1

    Architects high-fidelity AI image and video prompts using cinematic vocabulary and model-specific optimizations.

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    AI Cinematic Prompt Engineer

    Example session with this skill installed

    I need a cinematic prompt for a woman in a cafe. The current ones look like AI stock photos and the lighting is boring. Using Soul 2.0.

    • Read your context and instructions
    • Compiled the ai cinematic prompt
    • Generated the image

    Model: Soul 2.0
    Type: Image
    Aspect ratio: 4:5

    Prompt: A woman in her late 30s, sharp bob haircut, wearing a charcoal wool coat, seated at a corner marble table, staring pensively at a half-empty espresso cup — the posture of deep reflection. A rainy Parisian street visible through the condensation-streaked window behind her. Blue hour twilight, soft practical lamp light from the table reflecting in her eyes. Muted, desaturated tones with deep navy and warm amber accents. Shot on 35mm film, subtle grain.

    Negative prompt: vibrant, neon, high saturation, plastic skin, waxy, cartoon, watermark, blurry, overexposed.

    ai-cinematic-prompt-engineer.png

    PNG · 1536×1024

    Generated

    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

    Select the best model for specific visual styles or text-in-image requirements.Structure prompts using a subject-first hierarchy to maximize model attention.Apply professional lighting and color grading terminology to raw concepts.Fix failing generations by diagnosing specific visual symptoms and root causes.

    About this skill

    The problem

    General-purpose LLMs often produce generic, flat, or photorealistically "uncanny" image and video prompts. Developers and creators waste tokens on trial-and-error because they lack the specific technical vocabulary and architectural structure these models require to perform.

    What it does

    • Selects the optimal model for the task across Soul, Flux, Kling, Sora, and others based on specific strengths like text rendering or cultural aesthetics.
    • Builds prompts using a subject-first architecture that prioritizes identity and action over technical clutter.
    • Applies professional cinematography vocabulary for lighting, color palettes, and material textures.
    • Diagnoses failing generations by identifying root causes like motion blur, flat lighting, or model mismatch.
    • Generates structured, copy-paste ready Prompt Blocks including negative prompts and variations.

    Frameworks & tools

    Supports Soul 2.0, Flux 2, Sora 2, Kling 3.0, Veo 3.1, Nano Banana Pro, Seedance 2.0, and GPT Image 2.

    Why this beats prompting it yourself

    Most users over-specify technical parameters which dilutes the model's focus. This skill enforces a specific structural order and uses physical motion anchors rather than vague adjectives, leading to more predictable and high-fidelity outputs.

    Use cases

    • Generating high-conversion product photography prompts for e-commerce.
    • Creating consistent cinematic narrative shots for video production.
    • Ensuring perfect text rendering for branded social media assets.
    • Troubleshooting "plastic" skin textures or distorted anatomy in AI portraits.

    Known limitations

    Does not perform inpainting or direct image editing. Focuses purely on prompt engineering and diagnostic logic.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 14 days ago

    • Passed all security checks, Safe to install

    Listed14 days ago

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