Reviews shadcn/ui components for CVA patterns, composition with asChild, accessibility states, and data-slot usage....
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Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY...
Analyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated...
Schema for tracking code review outcomes to enable feedback-driven skill improvement. Use when logging review...
Reference documentation patterns for API and symbol documentation. Use when writing reference docs, API docs,...
Process external code review feedback with technical rigor. Use when receiving feedback from another LLM, human...
React Router v7 best practices for data-driven routing. Use when implementing routes, loaders, actions, Form...
Reviews React Router code for proper data loading, mutations, error handling, and navigation patterns. Use when...
React Flow (@xyflow/react) for workflow visualization with custom nodes and edges. Use when building graph...
Implements React Flow node-based UIs correctly using @xyflow/react. Use when building flow charts, diagrams, visual...
Reviews React Flow code for anti-patterns, performance issues, and best practices. Use when reviewing code that uses...
Architectural guidance for building node-based UIs with React Flow. Use when designing flow-based applications,...
Advanced React Flow patterns for complex use cases. Use when implementing sub-flows, custom connection lines,...
Reviews Python code for type safety, async patterns, error handling, and common mistakes. Use when reviewing .py...
Reviews pytest test code for async patterns, fixtures, parametrize, and mocking. Use when reviewing test_*.py files,...
Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when...
Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit...
Configure LLM providers, use fallback models, handle streaming, and manage model settings in PydanticAI. Use when...
Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database...
Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or...
Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when...
Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code...
Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use...
LLM-as-judge methodology for comparing code implementations across repositories. Scores implementations on...