Can I view the images directly in Claude Desktop?

Yes, the MCP server allows you to generate comparison grids and list recent images directly within the Claude interface.

What happens if I dislike both A/B options?

You can select 'Neither' and provide specific negative feedback, which the system records as an exclusion pattern to avoid those styles in the future.

Which AI models are used for image generation?

This skill primarily uses Gemini 3 Pro (gemini-3-pro-image-preview) for high-quality generation, with a fallback option for Replicate (Flux) if needed.

How does the reinforcement learning mechanism work?

The system generates two options (A and B) and asks for user preference. The winning choice boosts specific style patterns in a LEARNINGS.md file, which are then applied as weighted prompts for future generations.

How do I publish generated images to my website?

The skill includes a 'publish_image' tool that pushes the selected asset to a GitHub repository, making it accessible via a public URL for use on your site or mobile devices.

EVOLEA Brand Image Generator

Name: EVOLEA Brand Image Generator
Author: cgjen-box

bycgjen-box

0•

デザインツール

Generates brand-consistent illustrations using reinforcement learning to evolve visual styles based on user feedback.

The image-generation-rl skill is a specialized tool designed to create high-quality, on-brand imagery for the EVOLEA website. By implementing a reinforcement learning loop via A/B testing, the skill tracks user preferences in a persistent LEARNINGS.md file, ensuring that future generations increasingly adhere to specific brand guidelines like whimsical watercolor textures and Central European character traits. It provides an MCP server for seamless integration with Claude Desktop, allowing developers and designers to generate, compare, and publish images directly to GitHub while maintaining a consistent visual identity through automated style scoring.

主な機能

01Pre-configured EVOLEA brand templates for team members and program heroes

020 GitHub stars

03Reinforcement learning feedback loop with A/B testing comparisons

04MCP server integration for direct image generation within Claude Desktop

05Persistent style preference tracking using weighted scoring in LEARNINGS.md

06Automated publishing workflow to GitHub for public URL access

ユースケース

01Creating team member avatars based on specific professional profiles

02Refining a brand's visual identity through iterative AI training sessions

03Generating consistent hero illustrations for educational program pages

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cgjen-box/evolea-website image-generation-rl

For use in Claude.ai and ChatGPT

Download Skill