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".
Video intelligence with Q-learning — analyze sales calls with 3-channel Gemini multimodal analysis, store insights in Qdrant with Q-learning feedback
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".
Generate a structured mental model of an unfamiliar codebase — entry points, data flow, key abstractions, and gotchas. Use when starting on a new repo, when the user says "explain this codebase", "how does this work", "onboard me", or before making large changes to unfamiliar code.
It monitors 1000+ agents's interactions
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.
Sets up and operates Airbyte Agent Connectors — strongly typed Python packages for accessing 51+ third-party SaaS APIs through a unified entity-action interface. Supported services include Salesforce, HubSpot, Stripe, GitHub, Slack, Jira, Shopify, Zendesk, Google Ads, Notion, Linear, Intercom, Gong, and 36 more connectors spanning CRM, billing, payments, e-commerce, marketing, analytics, project management, helpdesk, developer tools, HR, and communication platforms. Make sure to use this skill when the user wants to connect to any SaaS API, install an airbyte-agent connector package, integrate third-party service data into a Python application or AI agent, query or search records from any supported service, or configure Airbyte MCP tools for Claude. Covers Platform Mode (Airbyte Cloud) and OSS Mode (local Python SDK).
Use when working in the Rabbit Hole repository to start Docker services, run the backend and frontend, verify Aerospike and Airbyte wiring, and recover the demo stack quickly before a live demo.
Add authentication and authorization to an app — login, signup, session management, and protected routes. Supports Auth0, NextAuth, Clerk, Supabase Auth, and custom JWT. Use when the user says "add login", "protect this route", "add auth", or "users need accounts".
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.
Use when adding authentication to React applications (login, logout, user sessions, protected routes) - integrates @auth0/auth0-react SDK for SPAs with Vite or Create React App
Generate and run realistic seed data for the project's database. Use when the user says "seed the database", "add some fake data", "I need test data", or the app looks empty during a demo.
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
Do a quick UI polish pass on a component or page to make it look more professional. Use when the user says "make this look better", "polish the UI", "it looks ugly", or right before a demo.
Generate a tight, compelling hackathon pitch and live demo script from the current codebase. Use when the user says "help me pitch this", "write my demo script", "what's my elevator pitch", or it's crunch time before a presentation.
Write an enthusiastic, well-structured PR description for the current changes. Use when the user is about to open a pull request and says "write a PR description", "describe these changes", or "hype up this PR".
Build an AI-powered healthcare intake assistant with a lip-synced Anam avatar, LiveKit voice pipeline, and real-time form updates via RPC
Build AI-powered room styling apps with Gemini vision + image generation, Unkey rate limiting, Assistant UI chat components, and Next.js App Router
Use Augment Code (Auggie CLI) to analyze, generate, and modify code through Edith smart glasses or OpenClaw. Triggers when the user asks to build, code, debug, analyze, or prototype something.
Use when adding authentication or login to any app - detects your stack (React, Next.js, Vue, Nuxt, Angular, Express, Fastify, React Native), sets up an Auth0 account if needed, and routes to the correct SDK setup workflow.