Hackathon MVP for an entity intelligence cache — query → Redis semantic cache → Ghost (Postgres) entities → Tinyfish Search + mock retrieval → distillation → deltas → synthesis; optional Senso KB publish for cited.md pipeline.
Autonomous web intelligence agent that monitors GitHub Trending, Hacker News, and Dev.to using WunderGraph and Redis, then publishes ranked signal reports to Ghost with paid membership monetization. Use when building agents that do real work on the open web.
GraphQL Federation skill for creating correct federation subgraphs. Use when: (1) Creating new federation subgraphs, (2) Adding entities with @key directives, (3) Extending types across subgraphs, (4) Using federation directives (@shareable, @external, @override, @provides, @requires, @inaccessible, @interfaceObject, @authenticated, @requiresScopes), (5) Debugging composition errors, (6) Understanding federation rules and patterns. MANDATORY TRIGGERS: federation, subgraph, @key, entity, federated graph, supergraph, GraphQL composition, router schema
Find and remove stale feature flags that are permanently enabled, permanently disabled, or abandoned. Use when the user says "clean up feature flags", "remove the old flags", or after a feature has been fully rolled out for more than a sprint.
Control Adobe Premiere Pro through natural language via MCP server. Use when editing video timelines, applying color grading, mixing audio, adding effects/transitions, managing graphics, or exporting projects. Supports 907 tools across all Premiere Pro capabilities.
Generate a structured implementation plan before writing any code. Produces a spec with requirements, data model, API surface, edge cases, and open questions. Use when starting a non-trivial feature, when the user says "plan this out", or before any implementation that touches more than 2 files.
AI-powered bedroom stylist that analyzes room photos, generates designer makeover plans with real shoppable products from Amazon, Target & IKEA — all within a user-specified budget.
Set up a data ingestion or sync pipeline — from source to destination, with transformation. Supports Airbyte, custom ETL scripts, and webhook-based ingestion. Use when the user says "sync data from X", "pull data into the DB", "set up a pipeline", or "ingest from API".
Find and remove all debug console.log / print / debugger statements left in the codebase. Use before committing, before a PR review, or when the user says "clean up debug stuff" or "remove all the logs".
Iteratively optimize thermal designs by solving 2D heat equations (Poisson PDE). Parameterize heat source placement and material conductivity, simulate temperature distributions, evaluate performance metrics, and propose improvements autonomously. Use when the user asks to design, optimize, or analyze heat sinks, thermal layouts, cooling systems, or any steady-state thermal problem on a 2D domain.
Package and deploy an AI agent to production with logging, tracing, and health checks. Supports TrueFoundry, Modal, Railway, Fly.io, and containerized deploys. Use when the user says "deploy this agent", "put this in prod", "containerize my agent", or "add observability".
Create and modify APIs using WunderGraph Cosmo Connect. Covers gRPC plugin development (Go/TypeScript), standalone gRPC services, schema-to-proto workflows, CLI commands (wgc), local router setup, graph.yaml composition, field resolvers, batching, federation entities, and deployment. Use when building Cosmo Connect subgraphs, plugins, gRPC services, or setting up a local Cosmo Router.
Use when adding authentication to Next.js applications (login, logout, protected pages, middleware, server components) - supports App Router and Pages Router with @auth0/nextjs-auth0 SDK.
Develops and operates the Nexus research cockpit: FastAPI + TinyFish live agent, Redis streams/pub-sub, WunderGraph Cosmo GraphQL subscriptions, React D3 graph. Use when editing Nexus, sessions, tinyfish_runner, discovery, final report, normalization, embeddings, or graph UI.
Build an AI-powered healthcare intake assistant with a lip-synced Anam avatar, LiveKit voice pipeline, and real-time form updates via RPC
Audit the app for real-time performance bottlenecks and fix them — slow queries, missing indexes, N+1 problems, cache misses, and polling that should be websockets. Use when the user says "make it faster", "it's slow under load", "optimize the DB", or "add real-time updates".
Audit all environment variable usage in the codebase and generate a complete, documented .env.example. Use when the user says "what env vars do I need?", "document the config", "set up .env.example", or when onboarding someone new to the project.
Use when adding authentication to Vue.js 3 applications (login, logout, user sessions, protected routes) - integrates @auth0/auth0-vue SDK for SPAs with Vite or Vue CLI
Use when adding authentication to React Native or Expo mobile apps (iOS/Android) with biometric support - integrates react-native-auth0 SDK with native deep linking
Build or improve multimodal meeting copilots that watch the screen, listen to audio, use Railtracks for agent workflows, and use Assistant UI for live chat.