gemini-image-generator

Gemini Image Generator Skill

Overview

Generate professional posed product images using Gemini AI with optimized prompts for e-commerce and content creation.

Anti-Rationalization Table

Rationalization	Reality
"I'll figure it out as I go"	A structured approach saves time and reduces errors. Follow the workflow in this skill rather than improvising.
"I already know this topic"	Familiarity breeds shortcuts. Use the checklist to verify you haven't missed critical steps.
"This doesn't apply to my situation"	The patterns here generalize across contexts. Adapt, don't skip — the underlying principles hold.
"One more tool will fix it"	Adding complexity rarely solves process gaps. Master the core workflow first.

When to Use

Trigger phrases:

• "gemini image generator"

• "When you need to create product images with model poses for e-commerce"

• "When preparing TikTok/social media content featuring products"

• "When you have product images and need them "modeled" without hiring photographer"

• When you need to create product images with model poses for e-commerce

• When preparing TikTok/social media content featuring products

• When you have product images and need them "modeled" without hiring photographers

• When batch-generating multiple product variations

When NOT to Use

• When you need photorealistic human faces (AI limitations)
• When legal compliance requires real photography
• When the product requires accurate color representation (AI may shift colors)
• When generating trademarked brand items

Quick Reference

# Generate prompt
python prompt_optimizer.py --category fashion --product "white dress"

# Full workflow
python workflow_runner.py --pose pose.jpg --product dress.jpg --category fashion

Common Mistakes

• Using low-resolution input images (results will be blurry)
• Not specifying lighting setup in prompts (inconsistent results)
• Skipping the ChatGPT video step (misses viral content optimization)
• Ignoring TikTok AI disclosure requirements