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Systematic Debugging
Development
Systematic debugging with root cause investigation. Four phases: investigate, analyze, hypothesize, implement. Iron Law: no fixes without root cause.
Crazyflow Simulator Conventions
Development
Pitfalls and conventions in the Crazyflow codebase: JAX, pixi, dynamics, testing. Avoid common mistakes.
Async SQLAlchemy Patterns
Development
Async SQLAlchemy 2.0+ patterns for FastAPI: session management, connection pooling, Alembic migrations, relationship loading, and query optimization.
Cursor Known Pitfalls
Development
Identify and avoid common Cursor IDE pitfalls: AI feature issues, configuration, security, and team collaboration problems.
Review Implementation and Update Task Status
Development
Perform a structured code review of completed implementation, validate against specifications, and update task status in tasks.md.
Stimulus Best Practices for Rails
Development
Provides best practices for structuring Stimulus controllers in Rails applications, including target definitions, actions, values, and classes. Covers when to use Stimulus for UI enhancements like toggles and form interactions, and when to rely on Turbo or server-side approaches.
React Component Library Builder
Development
Build reusable React component libraries with Storybook, proper theming, accessibility, and npm packaging.
Skill Self-Improvement
Development
Continuous improvement of framework skills by analyzing implementation cycles and proposing enhancements.
Nx: Build and Manage Monorepos
Development
Build and manage monorepos with Nx. Use it to set up a monorepo, manage multiple packages/apps, cache builds, run affected tests, or migrate from Lerna.
Create a Skill
Development
Create a new skill following Anthropic's best practices. Use when creating or updating a skill or command.
Async SQLAlchemy Patterns for FastAPI
Development
Implement production-ready async SQLAlchemy 2.0+ patterns for FastAPI: session management, connection pooling, migrations, and query optimization.
Interactive Web Animation Pipeline
Development
Design and implement interactive web animations driven by scroll, pointer, drag, audio, or state. Uses AI-generated keyframes and video for semantic motion, with code handling geometric control, chroma keying, and optimization.