image-studio

Routes image generation requests between Gemini and Stability AI models based on content type.

1|Updated Aug 17, 2025
One-click install
npx skills add https://github.com/ratnesh-maurya/mdconverter --skill image-studio-ratnesh-maurya
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: image-studio
Source: https://github.com/ratnesh-maurya/mdconverter/tree/main/.claude/skills/image-studio
Command: npx skills add https://github.com/ratnesh-maurya/mdconverter --skill image-studio-ratnesh-maurya

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Choosing the right image generation model for each request is difficult: photorealistic human photos need one engine, while illustrations, edits, and upscaling need another. This Skill automatically detects the type of image requested and routes it to the appropriate backend, so you get the right output without learning each model's quirks. ## Core Features & Use Cases - Automatic Model Routing: A decision matrix sends realistic human/influencer photos to ai-studio-image (Gemini 2.0 Flash) and art, illustration, editing, inpainting, background removal, and upscaling to stability-ai (SD3.5 Large). - Prompt Engineering per Model: Provides optimized prompt structures for each backend, including humanization layers for realistic photos and style/negative prompts for artistic generation. - Fallback Handling: If one backend fails (daily limits, insufficient credits), it retries with the other model or produces a detailed prompt for manual use. - Use Case: Ask for a LinkedIn headshot and get a humanized photo via Gemini; ask for a YouTube thumbnail and get a high-impact digital artwork via Stability AI ultra mode. ## Quick Start Ask the assistant to generate an image, for example: create a professional LinkedIn headshot photo of a person in a blue suit with studio lighting.

Frequently Asked Questions about image-studio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate realistic photos of people with AI?

Use the ai-studio-image backend powered by Gemini 2.0 Flash, which specializes in hyper-realistic human photos. It applies five humanization layers covering device, lighting, imperfection, authenticity, and environment, with 20 pre-configured templates for influencer and educational content.

What is the difference between ai-studio-image and stability-ai?

ai-studio-image uses Gemini 2.0 Flash for free photorealistic human photos at roughly 1K resolution, one image at a time. stability-ai uses SD3.5 Large for art, illustration, editing, inpainting, background removal, and upscaling, but consumes credits under a Community License.

How do I remove a background or upscale an image with Stability AI?

Run the stability-ai generate.py script with the remove-bg mode for transparent PNG backgrounds, or the upscale mode with a scale factor for resolution increases. Creative upscale is also available for adding detail during enlargement.

What happens when the image generation API fails or hits limits?

The skill falls back to the alternate backend with an adapted prompt. If ai-studio-image hits its 50 images per day free tier, it tries stability-ai ultra mode; if both fail, it produces a detailed prompt you can use manually with other tools.

What are the limitations of Gemini-based photo generation?

The Gemini free tier generates one image at a time in about 9 seconds at roughly 1K resolution, with no custom aspect ratio support and a 50 images per day cap. It is also unsuitable for artistic styles, which should go to stability-ai instead.