技能列表

Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best practices

Integration patterns for Mapbox MCP Server in AI applications and agent frameworks. Covers runtime integration with pydantic-ai, mastra, LangChain, and custom agents. Use when building AI-powered applications that need geospatial capabilities.

Integration patterns for Mapbox MCP DevKit Server in AI coding assistants. Covers setup, style management, token management, validation workflows, and documentation access through MCP. Use when building Mapbox applications with AI coding assistance.

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of Mapbox's official support and ecosystem

Official integration patterns for Mapbox Maps SDK on iOS. Covers installation, adding markers, user location, custom data, styles, camera control, and featureset interactions. Based on official Mapbox documentation.

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key differences

Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs

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.

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.

Official integration patterns for Mapbox Maps SDK on Android. Covers installation, adding markers, user location, custom data, styles, camera control, and featureset interactions. Based on official Mapbox documentation.

Write in Manglish — Malaysian English that actually sounds like how Malaysians talk. Not textbook English, not cringe Singlish, just natural Malaysian slang.

Project context tracker using `.malp/` directories. Use when the user wants to discover existing malps, open an existing `.malp`, or explicitly send a malp to a path by creating or refreshing a `.malp/` directory there. Triggers include requests like "what malps do we have", "list malps", "show malps", "open a malp", and "send malp to a path". Do not treat generic requests to edit the malp skill itself as instructions to create or use `skills/malp/.malp/` unless the user explicitly asks for that