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AI Visual Prompt Engineering

A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

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01 / SKILL INTRODUCTION

About this skill

A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
{
  "shot": {
    "composition": "medium full-body shot with the subject reclining on a white curved platform against a deep black background",
    "camera_proximity": "medium_full_shot",
    "camera_angle": "eye_level",
    "film_grain": "digital_clean_no_grain"
  },
  "subject": {
    "description": "female subject whose facial features, hair appearance, body proportions and overall look match the reference image, captured in a serene editorial pose",
    "wardrobe": "white fuzzy tube top paired with matching shorts and oversized white fuzzy earmuffs",
    "emotion_and_mood": "calm, elegant, minimal",
    "pose": "reclining on the curved platform with the right arm supporting the upper body and the left arm resting softly on the thigh, gaze directed off-camera to the right"
  },
  "visual_details": {
    "action": "static composed pose emphasizing clean lines and contrast between textures",
    "props": "white curved platform, chunky silver bracelets worn on both wrists"
  },
  "scen
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameAI Visual Prompt Engineering
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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