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
Build type-safe global state in React applications with Zustand.
REST and GraphQL API design principles guide.
Code simplification and refactoring -- reviews changed code and removes unnecessary abstractions, duplication, and complexity.
Jira Teams via Apideck's Proxy API + managed Vault auth — Apideck handles auth and proxies HTTP calls to Jira Teams's native API.
Creates isolated Git worktrees with intelligent directory selection and safety validation for seamless multi-branch development.
JObjectPool thread-safe object pooling for Unity.
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories…
Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot…
iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and…
Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for…
👻 | Safe guided git rebase — backup ref, auto-resolve conflicts, and either run affected post-rebase checks or hand advisory verification…
Use when implementing internationalization (i18n), String Catalogs, pluralization, or right-to-left layout support.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through…
Analyze codebase structure, dependencies, changes, cross-agent handoffs, and get code-aware intelligence.
Standalone code review methodology for structured, severity-classified code assessment
Use when the user wants to review changes, commit with a conventional commit message, and push to the current branch, or invokes…
Use when the user wants to create a new feature branch from a ticket number or description, or invokes /create-branch
End-to-end workflow for taking MCP work items from backlog to merged PR.
Expert jq usage for JSON querying, filtering, transformation, and pipeline integration.