mapbox/mapbox-geospatial-operations
Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
npx skills add https://github.com/mapbox/mapbox-agent-skills/tree/main/skills/mapbox-geospatial-operationsExpert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
This repo contains 8 individual skills — each has its own dedicated page.
Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps with Mapbox. Use when designing map styles, choosing colors, or making cartographic decisions.
Patterns for visualizing data on maps including choropleth maps, heat maps, 3D visualizations, data-driven styling, and animated data. Covers layer types, color scales, and performance optimization.
Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best practices
Common style patterns, layer configurations, and recipes for typical mapping scenarios including restaurant finders, real estate, data visualization, navigation, delivery/logistics, and more. Use when implementing specific map use cases or looking for proven style patterns.
Expert guidance on validating, optimizing, and ensuring quality of Mapbox styles through validation, accessibility checks, and optimization. Use when preparing styles for production, debugging issues, or ensuring map quality standards.
Security best practices for Mapbox access tokens, including scope management, URL restrictions, rotation strategies, and protecting sensitive data. Use when creating, managing, or advising on Mapbox token security.
Official integration patterns for Mapbox GL JS across popular web frameworks (React, Vue, Svelte, Angular). Covers setup, lifecycle management, token handling, search integration, and common pitfalls. Based on Mapbox's create-web-app scaffolding tool.
Performance optimization patterns for Mapbox GL JS web applications. Covers initialization waterfalls, bundle size, rendering performance, memory management, and web optimization. Prioritized by impact on user experience.
🧠 Agent skills for founders who code, parent, and build companies. Productivity systems, deep work, baby sleep guides, burnout recovery — all evidence-based. For OpenClaw, Claude Code, Codex CLI & Cursor.
A portable skill for planning large multi-module architectures via a 5-phase workflow. Ships parallel versions for Claude Code and Codex.
🤖 Install and configure OpenClaw, a local AI assistant connecting to messaging apps for autonomous tasks and context-aware help.
🐮 Calfcord: distributed agent swarms in your Discord server.
Deliver AI agents with specialized skills and clear roles to support workflows in development, strategy, creativity, and critical thinking.
Lightweight Claude Code skill for deploying n8n workflows via REST API. Zero dependencies, no MCP needed.