Product To AdsSAFE

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The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: ad-ready
description: Generate professional advertising images from product URLs using the Ad-Ready pipeline on ComfyDeploy. Use when the user wants to create ads for any product by providing a URL, optionally with a brand profile (70+ brands) and funnel stage targeting. Supports model/talent integration, brand-aware creative direction, and multi-format output. Differs from Morpheus (manual fashion photography) — Ad-Ready is URL-driven, brand-intelligent, and funnel-stage aware.
---

# Ad-Ready: AI Advertising Image Generator

Generate professional advertising images from product URLs using a 4-phase AI pipeline on ComfyDeploy.

**Source:** [github.com/PauldeLavallaz/ads_SV](https://github.com/PauldeLavallaz/ads_SV)

---

## Pipeline Architecture

The pipeline runs as a ComfyUI custom node deployed on ComfyDeploy. A single `ProductToAds_Manual` node executes 4 phases internally:

```
┌─────────────────────────────────────────────────────────────┐
│                  ProductToAds_Manual Node                     │
│                                                             │
│  PHASE 1: Product Scraping (Gemini Flash)                   │
│  ─────────────────────────────────────────                   │
│  Scrapes product URL → extracts title, description,         │
│  features, price, materials, image URLs                      │
│  Also scrapes HTML for high-res product images (≥1000px)    │
│                                                             │
│  PHASE 2: Campaign Brief Generation (Gemini Flash)          │
│  ────────────────────────────────────────────────            │
│  Brand Identity + Product Data + References →                │
│  10-point Campaign Brief (creative direction)                │
│                                                             │
│  PHASE 3: Blueprint Generation (Gemini Flash)               │
│  ──────────────────────────────────────────────              │
│  Master Prompt (funnel stage) + Brief + Keywords →           │
│  Production-Ready JSON Blueprint                             │
│                                                             │
│  PHASE 4: Image Generation (Nano Banana Pro / Imagen 3)     │
│  ──────────────────────────────────────────────────          │
│  Blueprint + all reference images → final ad image           │
│                                                             │
└─────────────────────────────────────────────────────────────┘
```

### Phase 2: Campaign Brief (The Creative Brain)

The Brief Generator is the most critical intermediate step. It acts as a "Senior Art Director" that translates raw data into actionable creative direction using a 10-point framework:

1. **Strategic Objective** — Why this campaign exists (awareness/positioning/launch)
2. **Central Message** — One idea perceivable without text
3. **Visual Tone of Voice** — Register: calm/energetic/intimate/monumental
4. **Product Role** — Hero vs co-protagonist vs implicit presence
5. **Visual Language & Brand Coherence** — Non-negotiable brand codes
6. **Photographer & Equipment** — Photography as concept, not execution
7. **Extended Art Direction** — Styling, casting, poses, hair/makeup, layout
8. **Environment & Context** — Where and why (conceptual, never decorative)
9. **Texture, Material & Product Render** — How surfaces are perceived
10. **Final Image Signature** — Finish, grain, temporal positioning

Without the brief, the Master Prompt must guess creative strategy. With it, the Master Prompt only executes.

The brief prompt template is included at `{baseDir}/configs/Brief_Generator/brief_prompt.json`.

### Phase 3: Master Prompts (8 Funnel Stages)

Each funnel stage has a specialized Master Prompt that generates a production-ready JSON Blueprint. All share the same internal simulation:

- **ROUND -1: Brand Identity Forensics** (stages 03+) — Unified Brand Style Manifest
- **ROUND 0: Fidelity Lock** — Product geometry & talent identity are IMMUTABLE
- **ROUND 1: Stage Strategy** — Strategic approach specific to funnel position
- **ROUND 2: Graphic Design** — UI, typography, CTA engineering

The Blueprint JSON covers: scene production, talent lock, camera perspective, subject action/pose/wardrobe, lighting, product constraints, layout architecture, typography, CTA engineering, and brand asset placement.

Master prompt files are included at `{baseDir}/configs/Product_to_Ads/`.

### Reference Analyzer

Reference images (`referencia`) are **optional** and **off by default**. The pipeline generates creative direction internally from Brand Identity + Campaign Brief. Only use a reference when the user explicitly asks to clone a specific ad's style.

When used, the reference is analyzed for pose, photographic style, and location cues.

---

## ⚠️ CRITICAL: Required Inputs Checklist

Before running ANY ad generation, ensure these are provided:

| Input | Required? | How to Get It |
|-------|-----------|---------------|
| `--product-url` | ✅ ALWAYS | User provides the product page URL |
| `--product-image` | ✅ ALWAYS | Download from the product page, or user provides |
| `--brand-profile` | ✅ NEVER EMPTY | Pick from catalog or run brand-analyzer first. NEVER leave as "No Brand" if a brand is known |
| `--prompt-profile` | ✅ ALWAYS | Choose based on campaign objective |
| `--aspect-ratio` | Default: 4:5 | Change if needed for platform |
| `--model` | 🔶 OPTIONAL | Model/talent face. Ads with talent perform much better. Empty = product-only ad (no person). When used, pick from `~/clawd/models-catalog/catalog/images/` (114 models available) |
| `--logo` | 🔶 OPTIONAL | Try to find it. Use if good quality & easy to get. Skip if low-res or hard to find. Empty = bypassed |
| `--reference` | 🔶 OPTIONAL (off) | Only when user explicitly asks to clone a reference ad. Empty = bypassed |
| `--creative-brief` | 🔶 ON-DEMAND | Only when user gives explicit creative direction. Omit to let pipeline auto-generate from brand profile |
| `--language` | 🔶 ON-DEMAND | 

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

What the source does

Filesystem

none-observed

Network

declared (5 observation(s))

Shell

none-observed

Dependencies

pinned

Secrets in source

none-found

Findings (2)

<key>k5Ey9KFlkqpj+SDkUw+5ED9lTA3En/qUi0zdrydUCH3kMWTE3Eh65NXnFCaxlY2omY2JHnlEoK7Li7oOEvM7eG5VPdcO/sFlMfoCRdnLYdepJ+uLzYwOWR8W4yQVve/clxVFTVRL4DFleKInGdpAxIbHZT2yi4ADAMENls1N1XSLojRuqXePXDeAT/4Mv4TTx0s

You are a Senior Fashion Photography Art Director specializing in visual reference analysis.

Gates applied: no_behavioural_pass.