TypeScript best practices for React development. Use when writing typed React components, hooks, events, refs, or...
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Unit testing, integration testing, and test-driven development principles. Use when writing tests, reviewing test...
Tailwind CSS patterns and conventions. Use when writing responsive designs, implementing dark mode, creating...
React Query and Zustand patterns for state management. Use when implementing data fetching, caching, mutations, or...
React and Vite performance optimization guidelines. Use when writing, reviewing, or optimizing React components...
PHP 8.5+ modern patterns, PSR standards, and SOLID principles. Use when reviewing PHP code, checking type safety,...
Laravel + Inertia.js + React integration patterns. Use when building Inertia page components, handling forms with...
Laravel 12 conventions and best practices. Use when creating controllers, models, migrations, validation, services,...
Git best practices, branching strategies, commit conventions, and PR workflows. Use when reviewing git history,...
SOLID principles, design patterns, DRY, KISS, and clean code fundamentals. Use when reviewing architecture, checking...
RESTful API design, error handling, versioning, and best practices. Use when designing APIs, reviewing endpoints,...
Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream...
Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if...
Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this...
Initialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up...
Deep-dive data profiling for a specific table. Use when the user asks to profile a table, wants statistics about a...
Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. Use when the user mentions Airflow 3 migration,...
Manage local Airflow environment with Astro CLI. Use when the user wants to start, stop, or restart Airflow, view...
Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups....
Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep...
Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is...
Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write...
Queries data warehouse and answers business questions about data. Handles questions requiring database/warehouse...
Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs,...