What visual goals is this prompt best for?

Portrait studies, beauty concepts, and tightly framed editorial references. Reference-image workflows where identity, product shape, or silhouette should survive the restyle. Clean studio results where spacing, surfaces, and product separation need to read immediately.

What common mistakes should be avoided when using this prompt?

Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame. Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own. Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.

What are the recommended aspect ratio and settings?

Recommended aspect ratio is 3:4 using Nano Banana Pro. Negative prompt filters include: ugly, deformed, low quality, blurry, text, watermark, worst quality, low res.

Prompt Showcase/went outside and suddenly Im thriving

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@GlenaJenne

Original Post

went outside and suddenly Im thriving

High contrast daylight

Master PromptClick to select all

went outside and suddenly I’m thriving 🌿✨ Sabrina carpenter Nano banana pro prompt : { "type": "image_prompt", "version": "1.0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": { "expression": "Neutral confident expression matching uploaded reference image with calm focused gaze", "hair": "Use uploaded reference image, keep identity exact, natural medium-length hair with soft texture and slight volume", "accessories": [], "details": [ "Natural skin texture with visible sunlight highlights", "Subtle sheen from outdoor lighting", "No heavy retouching, realistic finish" ] }, "body": { "type": "Slim feminine figure", "features": [ "Defined waist", "Natural curves", "Smooth skin tone" ] } }, "clothing": { "outfit": { "type": "Fitted one-piece swimsuit", "color": "pink to purple gradient (soft blended transition with vibrant natural tones)", "design": [ "Minimal clean design", "Sleeveless straps", "High-cut leg openings", "Smooth stretch fabric" ], "fit": "Body-hugging silhouette" } }, "pose": { "stance": "Lying on large natural rock", "body_position": "Torso supported by straight arms placed on rock, hips lowered, one leg extended back and the other slightly bent", "hands": "Both hands placed firmly on rock surface supporting upper body", "head_direction": "Facing forward toward camera", "gaze": "Direct eye contact with camera", "details": [ "Exact pose matching reference image", "Arms extended creating lifted upper body", "Back slightly arched", "Legs elongated along rock surface" ] }, "environment": { "location": "Outdoor garden setting", "background": [ "Green grass lawn", "Dense tall hedge wall", "Single tall palm tree", "Clear bright blue sky", "Wooden border landscaping" ], "atmosphere": "Bright sunny day with clean natural outdoor environment" }, "lighting": { "type": "Strong natural sunlight", "style": "High contrast daylight", "effect": "Crisp shadows, bright highlights, realistic skin tones" }, "mood": [ "Natural", "Confident", "Relaxed", "Outdoor lifestyle", "Sunny" ], "technical": { "framing": "Full body shot", "camera_angle": "Slightly low front angle", "focal_length": "50mm", "style": "Photorealistic outdoor fashion photography", "quality": [ "Sharp focus", "Natural color accuracy", "Balanced contrast", "Realistic textures" ] } } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesPhotorealistic, Minimalist, Fashion, Reference-Guided

#portrait #woman #man #character #photorealistic #retro #minimalist #outdoor

Test & Generate with GPT Image 2

Prompt tokens and APIMart GPT Image 2 are pre-loaded. Customize or click generate.

went outside and suddenly I’m thriving 🌿✨

Sabrina carpenter

Nano banana pro prompt :

{
  "type": "image_prompt",
  "version": "1.0",
  "description": {
    "subject": {
      "identity": "Use uploaded reference image, keep identity exact",
      "appearance": {
        "expression": "Neutral confident expression matching uploaded reference image with calm focused gaze",
        "hair": "Use uploaded reference image, keep identity exact, natural medium-length hair with soft texture and slight volume",
        "accessories": [],
        "details": [
          "Natural skin texture with visible sunlight highlights",
          "Subtle sheen from outdoor lighting",
          "No heavy retouching, realistic finish"
        ]
      },
      "body": {
        "type": "Slim feminine figure",
        "features": [
          "Defined waist",
          "Natural curves",
          "Smooth skin tone"
        ]
      }
    },
    "clothing": {
      "outfit": {
        "type": "Fitted one-piece swimsuit",
        "color": "pink to purple gradient (soft blended transition with vibrant natural tones)",
        "design": [
          "Minimal clean design",
          "Sleeveless straps",
          "High-cut leg openings",
          "Smooth stretch fabric"
        ],
        "fit": "Body-hugging silhouette"
      }
    },
    "pose": {
      "stance": "Lying on large natural rock",
      "body_position": "Torso supported by straight arms placed on rock, hips lowered, one leg extended back and the other slightly bent",
      "hands": "Both hands placed firmly on rock surface supporting upper body",
      "head_direction": "Facing forward toward camera",
      "gaze": "Direct eye contact with camera",
      "details": [
        "Exact pose matching reference image",
        "Arms extended creating lifted upper body",
        "Back slightly arched",
        "Legs elongated along rock surface"
      ]
    },
    "environment": {
      "location": "Outdoor garden setting",
      "background": [
        "Green grass lawn",
        "Dense tall hedge wall",
        "Single tall palm tree",
        "Clear bright blue sky",
        "Wooden border landscaping"
      ],
      "atmosphere": "Bright sunny day with clean natural outdoor environment"
    },
    "lighting": {
      "type": "Strong natural sunlight",
      "style": "High contrast daylight",
      "effect": "Crisp shadows, bright highlights, realistic skin tones"
    },
    "mood": [
      "Natural",
      "Confident",
      "Relaxed",
      "Outdoor lifestyle",
      "Sunny"
    ],
    "technical": {
      "framing": "Full body shot",
      "camera_angle": "Slightly low front angle",
      "focal_length": "50mm",
      "style": "Photorealistic outdoor fashion photography",
      "quality": [
        "Sharp focus",
        "Natural color accuracy",
        "Balanced contrast",
        "Realistic textures"
      ]
    }
  }
}

went outside and suddenly Im thriving

Nano Banana 2

Creative Blueprint & Recipe Breakdown

How to Master & Adapt This Visual

Professional prompts rely on modular tokens. Use this recipe breakdown to swap subjects, control studio lighting, and eliminate common AI artifacts.

Prompt Variables Blueprint (What to Customize First)

Iterate on one variable group at a time to maintain stylistic consistency:

1Change the subject block first: { "type": "image_prompt", "version": "1.

2Adjust the mood through light and backdrop cues: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": {...

3Keep the finish constraints aligned while you test variants: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": {...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "type": "image_prompt", "version": "1. with your own subject while leaving the camera and composition cues intact.

Retune the mood, not the structureRecipe #2

Keep the subject block, then rewrite 0", "description": { "subject": { "identity": "use uploaded reference image, keep... to move the image into a new lighting setup.

Push the restyle with a cleaner referenceRecipe #3

Start from a sharper or more contrasty source image, then edit finish descriptors only after subject preservation is stable.

Production Quality Guide: Best Use vs. Pitfalls

Ideal Use Cases (Where it Shines)

•Portrait studies, beauty concepts, and tightly framed editorial references.
•Reference-image workflows where identity, product shape, or silhouette should survive the restyle.
•Clean studio results where spacing, surfaces, and product separation need to read immediately.
✓Start with a sharp reference image. This prompt is written to preserve source identity, silhouette, or product structure before stylization.
✓Use 3:4 on the first run, then test alternate crops after the base composition is working.
✓Lock the environment before fine styling changes: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact",...

Pitfalls to Avoid (Common Mistakes)

!Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame.
!Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own.
!Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.
✕Skip if: You need a wide environment shot or multiple subjects competing for attention in the same frame.
✕Skip if: You need to begin with a radically different crop than 3:4 instead of honoring the existing composition hints.
✕Skip if: Your reference image is low-resolution, badly lit, or cluttered enough to break subject preservation.

Technical Analysis & How This Prompt Works

High contrast daylight. Best in 3:4. Built for reference-image workflows.

Use a clean reference image with obvious subject edges and readable facial or product details before you start changing the styling. Keep the generator on 3:4 for the closest match. The mood is anchored by 0", "description": { "subject": { "identity": "use uploaded reference image, keep identity exact",...

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