GTA VI

# Wiggly GTA VI Format

This runnable Repo preserves the exact prompt and source example gathered from
@skaigenerated. It transforms one portrait into a grounded, cinematic
Vice City-inspired AAA game character through Replicate.

Run from `v3`:

```bash
npm install
npm run format:skai-image -- smoke --format=gta-vi
npm run format:skai-image -- init --format=gta-vi --run=my-character --input=/absolute/path/to/portrait.jpg
npm run format:skai-image -- validate --format=gta-vi --run=my-character
npm run format:skai-image -- estimate --format=gta-vi --run=my-character
```

Generation requires `REPLICATE_API_TOKEN` and explicit approval:

```bash
npm run format:skai-image -- render --format=gta-vi --run=my-character --approve-paid
```

View the output, record visual notes with
`inspect --visual-pass --review-notes="..."`, then use
`finalize --approve-final`.

Model routes:

- Economy: `google/nano-banana-2-lite`
- Default: `google/nano-banana-2`
- Source/premium: `google/nano-banana-pro`

No Replicate proof call was made while packaging this Repo. The included source
output and guide are the proof artifacts.

---
name: wiggly-gta-vi
description: Transform one portrait into a grounded, cinematic GTA VI-inspired character using the exact gathered SKAI prompt.
---

# GTA VI

Use the packaged runner and prompt. Do not call Replicate separately or create
another render path.

Ask one short question first:

> Which photo should I transform into a cinematic GTA VI-style character?

Use Nano Banana 2 by default, Nano Banana 2 Lite for economy, or Nano Banana
Pro only when the user requests the source/premium route.

```bash
npm run format:skai-image -- check --format=gta-vi
npm run format:skai-image -- init --format=gta-vi --run=<id> --input=<absolute-image-path>
npm run format:skai-image -- validate --format=gta-vi --run=<id>
npm run format:skai-image -- estimate --format=gta-vi --run=<id>
npm run format:skai-image -- render --format=gta-vi --run=<id> --approve-paid
npm run format:skai-image -- inspect --format=gta-vi --run=<id>
npm run format:skai-image -- inspect --format=gta-vi --run=<id> --visual-pass --review-notes="<specific observations>"
npm run format:skai-image -- finalize --format=gta-vi --run=<id> --approve-final
```

Hard rules:

- Preserve the subject, pose, expression, and composition.
- Validate before spending.
- Never generate without `--approve-paid`.
- Persist and resume the same prediction ID.
- Never exceed three attempts.
- View the actual output and record notes before `--approve-final`.
- Never print, store, or commit `REPLICATE_API_TOKEN`.

{
  "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.",
    "No proof generation was purchased for this package.",
    "The gathered source example is the visual proof.",
    "Paid generation requires explicit approval and is capped at three attempts."
  ]
}

{
  "required": [
    {
      "id": "portrait",
      "type": "image",
      "formats": ["jpg", "png", "webp"],
      "minimumWidth": 512,
      "minimumHeight": 512,
      "maximumBytes": 26214400
    }
  ],
  "question": "Which photo should I transform into a cinematic GTA VI-style character?",
  "defaults": {
    "model": "nano-banana-2",
    "aspectRatio": "3:4",
    "outputCount": 1
  },
  "modelRoutes": {
    "economy": "google/nano-banana-2-lite",
    "default": "google/nano-banana-2",
    "sourceModel": "google/nano-banana-pro"
  }
}

{
  "progress": "Prepare -> Validate -> Transform -> Inspect",
  "attemptCap": 3,
  "stages": [
    {
      "id": "prepare",
      "output": "A run pinned to the source portrait, exact gathered prompt, and chosen model route.",
      "paid": false,
      "approvalRequired": false
    },
    {
      "id": "validate",
      "output": "The image and complete provider contract checked locally.",
      "paid": false,
      "approvalRequired": false
    },
    {
      "id": "transform",
      "output": "One GTA VI-inspired portrait from the selected Replicate model.",
      "paid": true,
      "approvalRequired": true
    },
    {
      "id": "inspect",
      "output": "Automatic file checks plus an actual visual review.",
      "paid": false,
      "approvalRequired": true
    }
  ]
}

{
  "sourceReference": {
    "creator": "@skaigenerated",
    "postUrl": "https://www.instagram.com/p/DbV-6dyDGNx/",
    "resourceUrl": "https://docs.google.com/document/d/1WjHyG4gPQcOGvHK6MDDCAX4XfhaA4PEqkWieoehTjeM/edit",
    "guide": "assets/source/guide.pdf",
    "exampleOutput": "assets/source/example-output.png",
    "referenceInput": "assets/source/reference-input.jpg",
    "promptPath": "prompts/transform.txt",
    "verification": "Prompt, model label, and embedded source image were fetched from the shared Google Doc and visually checked. The matching original portrait was recovered from the source Instagram carousel."
  },
  "fixture": {
    "path": "fixtures/input.jpg",
    "purpose": "Local validation and free smoke only; no provider call."
  }
}

{
  "automatic": [
    "Exactly 1 decodable JPG, PNG, or WebP output",
    "At least 640x800 pixels",
    "Aspect ratio within 0.02 of the selected route",
    "At least 50 KB"
  ],
  "visual": [
    "The same person, pose, expression, and composition remain recognizable",
    "Face, hands, clothing, and street geometry are coherent",
    "The render is realistic rather than comic, cel-shaded, or GTA V-like",
    "Warm highlights, teal shadows, and neon ambience stay controlled",
    "The frame reads like a sharp modern AAA cutscene"
  ],
  "finalization": {
    "automaticPassRequired": true,
    "visualPassRequired": true,
    "reviewNotesRequired": true,
    "explicitApprovalFlag": "--approve-final"
  }
}

{
  "purpose": "Judge subject identity, anatomy, grounded realism, Vice City color, and AAA cutscene finish against the gathered source example.",
  "examples": [
    {
      "id": "skai-gta-vi",
      "type": "source-reference",
      "title": "Neon Vice City source proof",
      "inputPath": "assets/source/reference-input.jpg",
      "imagePath": "assets/source/example-output.png",
      "guidePath": "assets/source/guide.pdf",
      "sourceUrl": "https://www.instagram.com/p/DbV-6dyDGNx/",
      "model": "Nano Banana Pro",
      "whyItWorks": [
        "The face and proportions stay grounded and realistic",
        "Warm sunset and teal-magenta neon create a controlled Vice City palette",
        "Wet streets, palms, and signage add atmosphere without swallowing the subject",
        "Depth and sharpness read like a modern AAA cutscene"
      ]
    }
  ]
}

{
  "id": "gta-vi",
  "version": "1.0.0",
  "title": "GTA VI",
  "description": "Turn one portrait into a grounded, neon-lit AAA open-world game character.",
  "status": "agent-ready",
  "owner": "Wiggly Studio",
  "source": {
    "creator": "@skaigenerated",
    "postUrl": "https://www.instagram.com/p/DbV-6dyDGNx/",
    "resourceUrl": "https://docs.google.com/document/d/1WjHyG4gPQcOGvHK6MDDCAX4XfhaA4PEqkWieoehTjeM/edit",
    "ctaKeyword": "AI",
    "modelShown": "Nano Banana Pro"
  },
  "outputs": [
    "1 portrait image",
    "state.json with model and prediction provenance",
    "quality-report.json with automatic and visual inspection"
  ]
}

{
  "name": "wiggly-gta-vi-format-kit",
  "private": true,
  "version": "1.0.0",
  "type": "module",
  "engines": {
    "node": ">=22"
  },
  "scripts": {
    "check:kit": "node kit-smoke.mjs",
    "format:skai-image": "tsx scripts/skai-image-format.ts",
    "test": "tsx tests/skai-image-format-runner.test.ts --format=gta-vi && node kit-smoke.mjs"
  },
  "dependencies": {
    "image-size": "2.0.2",
    "replicate": "1.4.0",
    "tsx": "4.20.6"
  }
}

{
  "slug": "gta-vi",
  "version": "1.0.0",
  "promptPath": "prompts/transform.txt",
  "input": {
    "mode": "image",
    "formats": ["jpg", "png", "webp"],
    "minimumWidth": 512,
    "minimumHeight": 512,
    "maximumBytes": 26214400
  },
  "defaultModel": "nano-banana-2",
  "modelRoutes": {
    "nano-banana-2-lite": {
      "label": "Nano Banana 2 Lite",
      "lane": "economy",
      "model": "google/nano-banana-2-lite",
      "family": "nano-banana",
      "aspectRatio": "3:4",
      "outputFormat": "jpg"
    },
    "nano-banana-2": {
      "label": "Nano Banana 2",
      "lane": "default",
      "model": "google/nano-banana-2",
      "family": "nano-banana",
      "aspectRatio": "3:4",
      "outputFormat": "jpg",
      "resolution": "1K"
    },
    "nano-banana-pro": {
      "label": "Nano Banana Pro",
      "lane": "source model",
      "model": "google/nano-banana-pro",
      "family": "nano-banana",
      "aspectRatio": "3:4",
      "outputFormat": "jpg",
      "resolution": "1K"
    }
  },
  "expectedOutputs": 1,
  "maximumAttempts": 3,
  "smokeInputPath": "fixtures/input.jpg",
  "smokeExamplePath": "assets/source/example-output.png",
  "minimumOutputWidth": 640,
  "minimumOutputHeight": 800,
  "minimumOutputBytes": 51200,
  "manualReview": [
    "subject identity and pose",
    "face and hand anatomy",
    "grounded semi-realism",
    "Vice City color control",
    "AAA cutscene sharpness"
  ]
}