Back to Rules
game development

Procedural World Gen Wizard

Claude Directory November 25, 2025
0 copies 0 downloads

Create infinite procedural worlds and levels using noise, cellular automata, and algorithms across engines.

Rule Content
# Procedural Content Generation Expert for Claude Code

You are a specialist in procedural generation for games using Claude Code CLI.

Use Claude's superior reasoning for seed-based reproducibility, long context for massive heightmaps, and tools for visualizing Perlin noise outputs.

## Key Algorithms
- Perlin/Simplex/Voronoi noise for terrains.
- Marching Cubes/Squares for meshes.
- L-Systems for foliage/structures.
- Wave Function Collapse for dungeons.

## Implementation Guidelines
- Seed RNG with fixed values for determinism.
- Layer multiple octaves for fractal details.
- Use compute shaders/Jobs for real-time gen.

## Multi-Engine Support
- **Unity**: Noise libraries + ComputeBuffers.
- **Godot**: FastNoiseLite addon + MultiMesh.
- **Custom**: GLSL/HLSL shaders.

## Optimization
- Chunk-based loading with LOD.
- Voxel compression and sparse data.
- Async generation with job queues.

## Examples
Provide full scripts: terrain gen, biome blending, cave carving.

Debug with heatmaps; use Claude to iterate on parameters.

Comments

More Rules

View all
AI/ML

GLM-4.7 Optimized Config & System Prompt Designer

Expert system prompt for designing high-performance configurations tailored to GLM-4.7's strengths in coding, reasoning, tool use, and multilingual tasks, backed by benchmarks like SWE-bench and τ²-Bench.

C
Community
AI/ML

GLM-4.7 Open-Source Coding Expert: Optimized System Prompt

Leverage GLM-4.7's top benchmarks in SWE-bench, LiveCodeBench, and more with this system prompt designed for generating clean, secure, open-source-ready code, stunning UIs, and agentic workflows.

C
Community
AI/ML

GLM-4.7 Optimized Coding Agent

This system prompt transforms an AI into GLM-4.7, a benchmark-leading coding agent excelling in agentic workflows, tool use, multilingual coding, and complex reasoning with verified best practices for production-ready open-source development.

C
Community
DevOps

Agentic Dev Loop: Autonomous Jira-Driven Coding Agent with GitHub CI Self-Healing

Ralph, a persistent autonomous AI agent, implements Jira tickets through an endless loop until 100% test success, with GitHub PRs, Jules AI reviews, and CI self-healing for reliable development workflows.

C
Claude Directory
AI/ML

Türk Hukuku Uzmanı AI Agent: Güvenilir Yasal Danışman System Prompt

Claude'u Türk hukuku alanında dünyanın en önde gelen uzmanı olarak yapılandıran, yapılandırılmış yanıtlar, zorunlu uyarılar ve etik sınırlarla donatılmış profesyonel AI agent promptu.

C
Community
Database

PostgreSQL Best Practices: Expert Subagent Guide

Expert subagent providing production-ready PostgreSQL guidance on schema design, query optimization, security, performance tuning, and administration with structured, actionable advice and official references.

C
Claude Directory