Image Prompt Repair Kit

    1

    Fix conflicting AI image instructions and get one coherent prompt with a preservation checklist.

    Free

    10 usesSecurity scanned

    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIDeepSeekDeepSeekMuseMuse+22 more

    Image Prompt Repair Kit

    Example session with this skill installed

    Repair this prompt in plain language: a close-up full-body image of one cartoon consultant with glasses in a bright office, dark moody lighting, flat vector and photorealistic. Priorities: cartoon style, glasses, full-body, bright office. Do not generate an image.

    • Read your context and instructions
    • Compiled the image prompt repair

    Prompt diagnosis

    ConflictRepairReason
    Close-up versus full-bodyFull-body framingYou explicitly prioritized full-body
    Bright office versus dark moody lightBright, soft daylightThe bright office is a priority
    Flat vector versus photorealisticFlat cartoon illustrationCartoon style is a priority

    Copy-ready prompt

    A full-body flat cartoon illustration of one professional consultant wearing glasses, standing in a bright modern office. Keep the consultant as the main focal point with the entire body visible and comfortable space around the figure. Use clean vector-like shapes, a restrained office palette, and soft daylight. The expression is approachable and confident. Keep background details simple so they do not compete with the subject. Avoid photorealistic textures, dramatic dark lighting, tight cropping, and additional people.

    Preservation checklist

    • Cartoon style: preserved.
    • Glasses: preserved.
    • One consultant: preserved.
    • Full-body crop: preserved.
    • Bright office: preserved.

    Assumptions and next step

    No specific clothing, identity, or palette was provided. Those details remain flexible. After generation, check the glasses, subject count, full-body crop, and lighting. If the body is cropped, revise only the framing sentence to request wider margins. This repair does not guarantee perfect anatomy or identical results across generators; no image was generated.

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

    About this skill

    Repair a prompt without losing your idea

    Get a free, focused second pass on confusing AI image instructions. The skill catches conflicting framing, style, lighting, and subject-count requirements, then turns them into one coherent prompt.

    What you receive

    • A conflict diagnosis with repair reasons.
    • A copy-ready prompt that preserves your stated priorities.
    • A preservation checklist and a small first-result evaluation checklist.
    • Minimal revision guidance when a generated result misses a requirement.

    How to use it

    Add the SKILL.md to a compatible agent, paste your original prompt, and state any non-negotiable details. The output is prompt text, not a generated image.

    Honest limits

    Results depend on the image generator. The skill cannot guarantee perfect anatomy, exact typography, identical identities, or compatibility with every platform-specific syntax. No image API is required.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Image Generation Skills.

    Does not generate images or interface with image APIs. Cannot guarantee text or anatomy accuracy as these depend on the underlying model.

    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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    Security scanned

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    10 uses

    Times used to date

    Free to use

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    Trust & safety

    Security scan

    Security scan passed 1 month ago

    • Free with an Agensi account

    Permissions

    No special permissions declared or detected

    Listed1 month ago

    What's inside

    Frequently Asked Questions

    This skill identifies and resolves contradictory instructions—such as conflicting lighting styles or subject counts—that often lead to distorted or messy AI-generated images.

    The Image Prompt Repair Kit is platform-agnostic; it works with Midjourney, DALL-E 3, Stable Diffusion, and other major generators by focusing on universal prompt logic rather than platform-specific code.

    You will receive a SKILL.md file containing the core logic, a preservation checklist to maintain your creative vision, and evaluation criteria for reviewing your generated results.

    Connect your AI agent to Agensi through MCP, then ask it to use Image Prompt Repair Kit on your task. Your agent loads the latest approved version each time. Paid skills require a purchase or active subscription. Skill files are not available for download; your licence does not allow you to save, copy or export any part of a skill.

    No, this is a prompt-engineering utility that generates optimized text instructions; you will still need to paste the repaired output into your chosen image generation service.

    New in Image & Video

    Free