EMR/EHR development patterns for healthcare applications.
Use when the user asks to improve architecture, find refactoring opportunities, surface deepening opportunities, consolidate…
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with…
Modern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications.
Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.
Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
Python development. Use for Python, FastAPI, Pydantic, asyncpg, pytest, pandas, SQLAlchemy.
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Audit an existing project against its standards and apply selected improvements while preserving behavior.
Answer a bounded question with current cited Triggers: "research", "investigate this question", "find evidence". (Investigating a…
Stamp a bounded project, component, or CI Triggers: "scaffold", "create project component or boilerplate".
Use when setting up a project, adding linting, formatting, git hooks, or TypeScript.
SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern…
Use when a coding task needs a concurrent checkout, unrelated dirty state blocks safe branch switching, or the user or repository…
Expert Haskell engineer specializing in advanced type systems, pure
Use when a user wants a Codex desktop pet based on a realistic human, photo-style person, real-person reference image, portrait companion…
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.