When to activate: Prisma ORM, schema.prisma, migrations, Prisma Client, relations, transactions, raw queries, seeding
When to activate: product analytics, funnel analysis, cohort analysis, retention curves, DAU WAU MAU, activation metrics, event tracking…
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: pytest, TDD, test fixtures, parametrize, async tests, coverage, mocking, hypothesis
When to activate: React Native, Expo, StyleSheet, navigation, FlatList, Animated, gesture handling, platform-specific code
When to activate: React 19, hooks, RSC, Server Components, Context, portals, error boundaries, performance optimization
When to activate: responsive design, mobile-first, breakpoints, fluid typography, container queries, viewport units, clamp
When to activate: social media strategy, Twitter X LinkedIn Instagram TikTok content, posting cadence, community building, social…
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
Deep briefing on one matter — current posture, what's changed, next deadline, open questions, and a risk re-assessment check, ready before…
Compact the current conversation into a handoff document for another agent to pick up.
JVM dependency intelligence via Maven Tools MCP server.
Open-source computer algebra system for symbolic computation
Specify algorithms for Model-Based Design: system specs, architecture specs, implementation plans, test plans.
Transforms Claude into a professional management consultant using McKinsey’s structured problem-solving methodology and MECE principles.
Builds MCP (Model Context Protocol) servers and clients for extending AI assistants with custom tools, resources, and prompts.
Operate and maintain the local MCP server for this repository.
Manual OAuth for remote MCP servers on headless gateways.
Operate and maintain the local MCP server for this project.