Push/pull Copilot Studio agent content via the VS Code extension's LanguageServerHost LSP binary.
Finds oversized files, binary bloat, and accidental artifact commits in a repo — large files currently tracked, large blobs hiding in git…
Manages Git workflows including branching, commits, and pull requests.
Build and integrate Manifest DEX on Solana using the Manifest SDK.
Document the permitted network API used by a website by observing browser traffic, tracing client-side request construction, and replaying…
Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
Implement, review, or improve maps and location features in iOS/macOS apps using MapKit and CoreLocation.
Customize Spiderly-generated Mapster mappers.
Complete guide for Marginfi - Solana's decentralized lending protocol for lending, borrowing, leveraged positions(looping) and flash loans.
Use for AST-aware code search, syntax-shaped matching, codemods, API migrations, repeated structured edits, or refactors where text grep…
Material 3 Expressive design patterns for Jetpack Compose - expressive theming, motion physics, shape morphing, typography emphasis, color…
GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing.
Diff-based PR review across code quality, test coverage, silent failures, type design, and comment quality with severity-ranked findings.
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
Build MCP servers in Python with FastMCP.
Build CLI scripts alongside MCP servers for terminal environments.