
See the complete transformation at a glance
- The native cover keeps the before and after together in one honest frame
- The subject, greenhouse composition, and point of view stay fixed
- The warmer directional light immediately communicates the format
Wiggly / Format Lab /
Give one existing photo an immersive, photoreal sunrise fantasy grade while preserving its subject, composition, clothing, pose, and background.
One source image in. 1 inspected image out.
Judge exact source preservation, believable upper-left sunrise light, natural fantasy atmosphere, restrained color grading, Smart HDR detail, and photographic realism.







Exact gathered prompt
Edit this photo into a cinematic The Lord of the Rings style while preserving the original composition, subject, pose, clothing, facial features, expression, camera angle, perspective, framing, and every background element. Transform the lighting into a soft sunrise from the upper left with natural god rays, subtle volumetric light, gentle morning mist, and a soft cinematic lens flare. Apply a rich, natural color grade with deep greens, warm golden-hour highlights, a clean blue sky, accurate skin tones, and soft neutral shadows without an orange or yellow cast. Enhance dynamic range, local contrast, texture, and detail to an iPhone 16 Pro Smart HDR look while keeping it fully photorealistic. Create an immersive fantasy atmosphere inspired by The Lord of the Rings that still looks like a genuine sunrise photograph, not AI-generated artwork.
Source: @skaigenerated · model shown: GPT Image 2
Prepare -> Validate -> Transform -> Inspect
One run pinned to the source image, exact gathered prompt, and selected model route.
The 3:4 image and prompt contract checked locally.
One photoreal cinematic fantasy sunrise grade from one approved prediction.
Explicit approval required
Automatic file checks plus an actual visual review.
Explicit approval required
SKILL.md--- name: wiggly-lord-of-the-rings description: Give one existing photo a photoreal cinematic fantasy sunrise grade using the exact gathered SKAI prompt. --- # Lord of the Rings Use the packaged runner and exact prompt. Do not call Replicate separately or create another render path. From the extracted kit's `v3` directory, prepare the local runner first: ```bash npm install npm run format:skai-image -- check --format=lord-of-the-rings npm run format:skai-image -- smoke --format=lord-of-the-rings ``` Ask one short question: > Which 3:4 photo should I give a cinematic Lord of the Rings sunrise grade? Then initialize the free run. Omit `--model` for Nano Banana 2, or add `--model=nano-banana-2-lite` for economy or `--model=nano-banana-pro` for premium: ```bash npm run format:skai-image -- init --format=lord-of-the-rings --run=<id> --input=<absolute-image-path> [--model=<route>] npm run format:skai-image -- validate --format=lord-of-the-rings --run=<id> npm run format:skai-image -- estimate --format=lord-of-the-rings --run=<id> ``` Stop after `estimate` and ask the user to approve the paid prediction. Only after the user explicitly approves the cost should you supply `--approve-paid`: ```bash npm run format:skai-image -- render --format=lord-of-the-rings --run=<id> --approve-paid npm run format:skai-image -- inspect --format=lord-of-the-rings --run=<id> npm run format:skai-image -- inspect --format=lord-of-the-rings --run=<id> --visual-pass --review-notes="<specific observations>" npm run format:skai-image -- finalize --format=lord-of-the-rings --run=<id> --approve-final ``` Hard rules: - Preserve the source composition, subject, pose, clothing, framing, perspective, and background elements. - Use a user-approved 3:4 input before validation so the fixed 3:4 route can preserve composition honestly. - Keep the exact gathered prompt unless the user explicitly requests a change. - Use Nano Banana 2 by default, Lite for economy, or Pro for premium. - Keep the result photorealistic: this is a sunrise atmosphere and color-grade edit, not a costume or environment replacement. - Validate and estimate before spending, pause for explicit user approval, and never render without `--approve-paid`. - Persist and resume the prediction id. - Never exceed three attempts. - View the output and record specific visual-review notes before finalizing. - Never print, store, or commit `REPLICATE_API_TOKEN`.
requirements.json{
"runtime": {
"node": ">=22",
"commands": ["npm"]
},
"providers": [
{
"name": "Replicate",
"models": [
"google/nano-banana-2-lite",
"google/nano-banana-2",
"google/nano-banana-pro"
]
}
],
"environment": [
{
"name": "REPLICATE_API_TOKEN",
"secret": true,
"requiredFor": ["render", "resume"]
}
],
"notes": [
"All smoke and validation commands are local.",
"The source guide names GPT Image 2; Wiggly's runnable lanes use Nano Banana 2 Lite, Nano Banana 2, and Nano Banana Pro.",
"No Replicate proof call was made for this package.",
"One render attempt is one paid prediction.",
"Paid generation requires explicit approval and is capped at three attempts."
]
}
inputs.json{
"required": [
{
"id": "image",
"type": "image",
"formats": ["jpg", "png", "webp"],
"minimumWidth": 512,
"minimumHeight": 512,
"maximumBytes": 26214400,
"aspectRatio": "3:4",
"aspectRatioTolerance": 0.02
}
],
"question": "Which 3:4 photo should I give a cinematic Lord of the Rings sunrise grade?",
"defaults": {
"model": "nano-banana-2",
"aspectRatio": "3:4",
"outputCount": 1
},
"modelRoutes": {
"economy": "google/nano-banana-2-lite",
"default": "google/nano-banana-2",
"premium": "google/nano-banana-pro"
},
"sourceModel": "openai/gpt-image-2"
}
pipeline.json{
"progress": "Prepare -> Validate -> Transform -> Inspect",
"attemptCap": 3,
"stages": [
{
"id": "prepare",
"output": "One run pinned to the source image, exact gathered prompt, and selected model route.",
"paid": false,
"approvalRequired": false
},
{
"id": "validate",
"output": "The 3:4 image and prompt contract checked locally.",
"paid": false,
"approvalRequired": false
},
{
"id": "transform",
"output": "One photoreal cinematic fantasy sunrise grade from one approved prediction.",
"paid": true,
"approvalRequired": true
},
{
"id": "inspect",
"output": "Automatic file checks plus an actual visual review.",
"paid": false,
"approvalRequired": true
}
]
}
prompts/transform.txtEdit this photo into a cinematic The Lord of the Rings style while preserving the original composition, subject, pose, clothing, facial features, expression, camera angle, perspective, framing, and every background element. Transform the lighting into a soft sunrise from the upper left with natural god rays, subtle volumetric light, gentle morning mist, and a soft cinematic lens flare. Apply a rich, natural color grade with deep greens, warm golden-hour highlights, a clean blue sky, accurate skin tones, and soft neutral shadows without an orange or yellow cast. Enhance dynamic range, local contrast, texture, and detail to an iPhone 16 Pro Smart HDR look while keeping it fully photorealistic. Create an immersive fantasy atmosphere inspired by The Lord of the Rings that still looks like a genuine sunrise photograph, not AI-generated artwork.
quality.json{
"automatic": [
"The source input is 3:4 within 0.02 so composition can be preserved",
"Exactly 1 decodable JPG, JPEG, PNG, or WebP output",
"At least 640x800 pixels",
"Aspect ratio matches the selected route within 0.02",
"At least 50 KB"
],
"visual": [
"The source subject, pose, clothing, composition, camera angle, perspective, framing, and background remain recognizable",
"A soft sunrise reads naturally from the upper left",
"God rays, volumetric light, mist, and lens flare remain subtle and physically plausible",
"Deep greens, warm highlights, clean blues, accurate skin tones, and neutral shadows avoid an orange or yellow cast",
"Dynamic range, local contrast, texture, and detail feel like a polished phone photograph",
"The result remains fully photorealistic instead of becoming costume art, a painting, or an obviously AI-generated fantasy scene"
],
"finalization": {
"automaticPassRequired": true,
"visualPassRequired": true,
"reviewNotesRequired": true,
"explicitApprovalFlag": "--approve-final"
}
}