API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage.
Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover.
Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging.
Design and spec an API — endpoints, request/response shapes, error codes, auth pattern, pagination.
Produce a complete firmware architecture spec for a described device — layer diagram, module responsibilities, HAL interface definitions…
Mobile audit — app size, startup time, crash reporting, store compliance, accessibility, offline behavior.
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Mobile reconnaissance — understand the app's tech stack, architecture, dependencies, and health for takeover.
Set up mobile release pipeline — Fastlane, code signing, CI, beta distribution, versioning.
Create production-grade agent skills aligned with the 2026 AgentSkills.io
Backend engineer — APIs, system design, performance, distributed systems, and service scaffolding.
Produce a system design doc — components, data flow, decisions made, tradeoffs, failure modes.
Audit Android Jetpack Compose repositories for performance, state management, side effects, and composable API quality.
When to activate: Jetpack Compose, @Composable, State, remember, LaunchedEffect, navigation, ViewModel, Compose UI, recomposition
Guided git workflows: prepare PRs, clean up branches, resolve merge conflicts, handle monorepo tags, squash-and-merge patterns.
Build React Native 0.76+ apps with Expo SDK 52.
Generate typed TypeScript SDKs for AI agents to interact with MCP servers.
Build type-safe global state in React applications with Zustand.
REST and GraphQL API design principles guide.
Python asyncio and async/await patterns guide.
Code simplification and refactoring -- reviews changed code and removes unnecessary abstractions, duplication, and complexity.