Manages Git workflows including branching, commits, and pull requests.
Official integration patterns for Mapbox Maps SDK on Android.
Official integration patterns for the Mapbox Maps Flutter SDK.
Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key…
Integration patterns for Mapbox MCP Server in AI applications and agent frameworks.
Use for AST-aware code search, syntax-shaped matching, codemods, API migrations, repeated structured edits, or refactors where text grep…
GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing.
Transforms matching requirements (positive and negative examples) into tested regex patterns with component-by-component explanations…
When to activate: FastAPI, Pydantic v2, dependency injection, async endpoints, middleware, background tasks, OpenAPI
When to activate: PWA, service worker, offline, cache strategy, Web App Manifest, push notifications, Workbox, install prompt
When to activate: asyncio, async/await, concurrent I/O, aiohttp, anyio, task groups, asyncio patterns
When to activate: React Native, Expo, StyleSheet, navigation, FlatList, Animated, gesture handling, platform-specific code
When to activate: Zustand, Jotai, XState, TanStack Query, URL state, Redux, state management, client state, server state
When to activate: async/await, actors, tasks, structured concurrency, MainActor, async sequences in Swift
Guide for designing, implementing, and advising on MCP servers that use Code Mode — the pattern where an LLM writes and executes code to…
Builds MCP (Model Context Protocol) servers and clients for extending AI assistants with custom tools, resources, and prompts.
MCP server registry, auto-discovery, configuration, custom server development guide
Build MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transports.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Set up and configure MCP servers
Build safe, consistent, diagnosable backend failure handling.