ai image rescue and repair

    1

    Systematically diagnose and repair failed AI image prompts while preserving successful elements.

    $5

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    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    ai image rescue and repair

    Example session with this skill installed

    My prompt 'a cozy library with a fireplace and a cat sleeping on the rug' failed. The cat has 6 toes, the books look great, and the lighting is perfect, but the fireplace is way too small.

    • Read your context and instructions
    • Compiled the ai image rescue

    I have analyzed the failure. The primary issues are a scale conflict (fireplace) and a morphological artifact (cat's paws), while the environmental assets and lighting are successful.

    Diagnosis

    • Failure class: Multi-type (Composition + Artifact)
    • Root cause: Under-specification of fireplace dimensions and model artifacting on paws.
    • Working elements (LOCK): cozy library, warm lighting, books on shelves, cat asleep.
    • Broken elements (REPAIR): fireplace size (too small), cat paw anatomy (6 toes).
    • Uncertain fragments: None.

    Rescue Prompt

    a cozy library with a fireplace and a cat sleeping on the rug, warm lighting, tall wooden bookshelves filled with books, a large stone fireplace centered on the back wall, fireplace occupies at least one-third of the frame, logs burning with visible flames, cat with natural paw anatomy, exactly 5 toes per paw, ensure all other aspects remain unchanged.
--no six toes, extra toes, tiny fireplace, bare wall, distorted paws

    Test Result

    Waiting for generation. Please provide a description of the new image once rendered.

    Evaluation

    LOCK preserved?REPAIR fixed?New issues?
    All preservedTBDTBD

    Next Step

    1. Run the prompt above.
    2. If the fireplace is corrected but the cat still has issues, I will refine only the cat fragment.
    3. If the image is perfect, we will finalize.

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

    About this skill

    The problem

    Rewriting prompts from scratch when an AI image fails often destroys the parts you liked. You lose the composition or lighting while trying to fix a single artifact or a misspelled word.

    What it does

    • Decomposes failed prompts into "LOCK" and "REPAIR" semantic units to protect working elements.
    • Classifies failures by type including composition, identity, product accuracy, and artifacts.
    • Generates targeted rescue prompts using precise corrective syntax and negative descriptors.
    • Executes a controlled iteration loop that applies minimal deltas to reach the goal.
    • Evaluates retest results using a structured matrix to prevent regressions.

    Why this beats prompting it yourself

    Manually tweaking prompts often leads to "prompt drift" where fixing one issue introduces three new ones. This skill uses a systematic diagnostic workflow to isolate variables, ensuring you only change the specific fragments causing the failure while maintaining visual consistency.

    Use cases

    • Fixing distorted limbs or extra fingers in character portraits.
    • Correcting misspelled text on signs or product packaging.
    • Scaling architectural elements like fireplaces or windows without altering the room layout.
    • Adjusting specific lighting directions while preserving existing art styles.

    Known limitations

    Requires the user to provide the original prompt and a description of the failure. Limited to 5 iterations per rescue session.

    Requires the original prompt and a description/image of the failure. Hard limit of 5 iterations per session to prevent infinite loops.

    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 is compatible with all major text-to-image models, including Midjourney, DALL-E 3, and Stable Diffusion, as it focuses on semantic prompt logic rather than platform-specific code.

    Unlike manual trial-and-error, this skill uses a "LOCK and REPAIR" methodology to isolate specific failure points, ensuring you don't lose the composition or style you liked while fixing a single artifact.

    Each purchase includes the full diagnostic workflow, the iteration matrix for evaluating results, and the corrective syntax library used to generate rescue prompts.

    No complex installation is required; the skill integrates directly into your existing AI agent workflow by providing a structured framework for prompt analysis and correction.

    The skill allows for up to 5 controlled iterations per session to prevent prompt drift, which is typically sufficient to resolve even complex architectural or anatomical errors.

    New in Image & Video