Agentic Game Development

AI creates sprites, textures, 3D models, and animations from text descriptions. Tools like Scenario produce consistent character art across poses and styles.

Procedural content generation powered by LLMs creates dungeons, terrain, quests, and missions that react to player behavior.

AI NPCs remember conversations, track player actions, and respond dynamically. Inworld AI and Charisma AI lead this space.

Full game generation from natural language prompts — describe a concept, get a playable prototype. Still experimental but advancing rapidly.

Official integration template from Phaser team. React-to-Phaser bridge, hot-reloading, production build optimization. Best for 2D games.

2.7M weekly npm downloads. Declarative React components for Three.js. WebGPU support since r171. Best for 3D games and immersive experiences.

Zero-dependency approach for quiz games, word games, puzzle games, card games. Already proven by Music Lab instruments.

WebGL-based 2D rendering for sprite-heavy games. Excellent performance for particle effects and large sprite counts.

Fully client-side. Quiz, puzzle, platformer, visual novel, idle games. No backend needed.

Supabase Realtime for game state sync. Chess, card games, word games, strategy. Works on Vercel.

Client-side gameplay with server-side score validation. Supabase for persistent leaderboards.

FPS, MOBA, racing — requires dedicated WebSocket server. Railway or Fly.io for game server, Vercel for web shell.

Game-specific AI art: consistent characters across poses, tileable textures, sprite sheets, PBR materials. Used by professional studios.

AI NPCs with memory, emotional state, and context awareness. Characters remember past conversations and track player reputation.

Adaptive music composition — orchestral, electronic, ambient. Loop-ready tracks with commercial licensing. Responds to game state.

Large-scale environment creation via voice commands. Used by AAA studios. 10x faster world building.

Quiz, memory, card, idle, puzzle — touch-friendly, low GPU, battery-efficient. PWA installable.

Typing games, RTS, complex simulations, keyboard-heavy interactions. Can adapt for mobile with effort.

Platformers, word games, tower defense — input adapts between touch and keyboard. Progressive enhancement essential.

Mobile: target 30fps, compressed textures, reduced particles. Desktop: 60fps, full quality. Detect GPU tier dynamically.

Rewarded ads (12-18% conversion). Players opt in to watch for benefits. Google AdMob integration.

Sell Next.js + Phaser game templates on itch.io, Gumroad, or direct. $27-97 per template.

Cosmetics, power-ups, battle passes. Direct Stripe integration — no 30% store fee.

12-18% of active users convert. Seasonal content unlocks. Rewards engagement over payment.

LLM (Claude/GPT) generates game design document, mechanics, art direction, and level structure from a natural language prompt.

Scenario generates sprites, backgrounds, UI elements. AIVA produces soundtrack. Style-consistent output across all assets.

Claude Code generates Phaser/R3F game code, implements mechanics, integrates assets. Hot-reload development.

Playwright tests gameplay, validates mechanics, checks performance budgets, identifies edge cases.

game-development, threejs-skills, react-patterns, phaser integration, web-design-guidelines, tailwind-css-patterns, testing-patterns.

Nano Banana (image gen), Playwright (browser testing), Vercel (deployment), Supabase (backend) — full game pipeline.

Frontend Designer (UI), DevOps Engineer (deploy), Content Engine (narrative), Music Producer (audio). Orchestrated via ACOS.

No real-time multiplayer server. No physics engine integration (yet). No GPU-intensive 3D game generation. Best for 2D and casual 3D.