From bbeierle12-skill-mcp-claude
Spatial indexing and world streaming for Three.js building games with thousands of pieces. Use when optimizing building games, implementing spatial queries, chunk loading, or profiling performance. Includes spatial hash grids, octrees, chunk managers, and benchmarking tools.
npx claudepluginhub joshuarweaver/cascade-code-languages-misc-1 --plugin bbeierle12-skill-mcp-claudeThis skill uses the workspace's default tool permissions.
Spatial indexing and world streaming for large-scale building systems.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Searches prompts.chat for AI prompt templates by keyword or category, retrieves by ID with variable handling, and improves prompts via AI. Use for discovering or enhancing prompts.
Checks Next.js compilation errors using a running Turbopack dev server after code edits. Fixes actionable issues before reporting complete. Replaces `next build`.
Spatial indexing and world streaming for large-scale building systems.
import { SpatialHashGrid } from './scripts/spatial-hash-grid.js';
import { Octree } from './scripts/octree.js';
// Uniform distribution - use hash grid
const grid = new SpatialHashGrid(10);
grid.insert(piece, piece.position);
const nearby = grid.queryRadius(position, 15);
// Clustered bases - use octree
const octree = new Octree(bounds, { maxDepth: 8 });
octree.insert(piece);
const inBox = octree.queryBox(min, max);
See references/performance-at-scale.md for detailed guidance on:
scripts/spatial-hash-grid.js - O(1) queries for uniform distributionscripts/octree.js - Adaptive queries for clustered objectsscripts/chunk-manager.js - World streaming for large mapsscripts/performance-profiler.js - Benchmarking utilities| Pieces | Distribution | Use |
|---|---|---|
| <1,000 | Any | Array |
| 1-5k | Uniform | SpatialHashGrid |
| 1-5k | Clustered | Octree |
| 5k+ | Any | ChunkManager + Octree per chunk |