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Milchcards: AI-Driven Asset Pipeline & Automation

Netlify React TypeScript Python

A Proof of Concept for an end-to-end AI asset workflow — from Midjourney generation through Python batch processing to a playable React frontend.

Live demo on Netlify · Pipeline docs


Screenshots

Intro & Menu

Intro

Deck Manager

Deck Manager

Gameplay

Card Detail Views


Workflow

Midjourney  →  manual curation  →  Python / ComfyUI batch processing  →  PNG assets  →  React game
  1. Generate — structured Midjourney prompts per card category (politician, initiative, intervention)
  2. Process — Python scripts and a ComfyUI workspace handle batch enhancement and export
  3. Ship — finished assets land in public/assets/images/, mapped in src/data/gameData.ts, consumed by the frontend

Details, prompt templates, and compliance notes: docs/ai-pipeline.md


AI Disclosure

Portions of this game's visual assets were created with generative AI tools and were reviewed, edited, and integrated by human creators.

Artwork was generated with Midjourney (paid commercial subscription), then curated and modified by the developer. See Midjourney Terms of Service.


Tech Stack

React · TypeScript · GSAP · Howler · CSS 3D-transform board scaling · Netlify

Turn-based game engine with AI opponent, deck builder, and 600+ simulated balance matches.


Run Locally

git clone https://github.com/CosmicSlothOracle/Milchcards.git
cd Milchcards
npm install
npm run dev

Production build deploys via netlify.toml — push to main and Netlify rebuilds automatically.

npm run build
npx serve -s build

About

Turn based card game. Influence and Power.. Play your cards right.

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