Conducts automated multi-angle reviews of code, development plans, and project scope to ensure high-quality software delivery.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API…
Tech debt assessment that identifies, classifies, and prioritizes maintainability problems — helping teams build a refactoring roadmap…
System architecture and API design with multi-AI consensus — use for design reviews and new subsystems
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert
Create a user-requested Conventional Commit from the staged changes.
Convert AgentOps skill formats. Triggers: "converter", "convert agentops skill formats.", "converter skill".
Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider…
Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot…
Git workflow patterns including branching strategies, commit conventions, merge vs rebase, conflict resolution, and collaborative…
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
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.