Reviews App Intents code for intent structure, entities, shortcuts, and parameters. Use when reviewing code with...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Reviews BubbleTea TUI code for proper Elm architecture, model/update/view patterns, and Lipgloss styling. Use when...
Reviews CloudKit code for container setup, record handling, subscriptions, and sharing patterns. Use when reviewing...
Reviews Combine framework code for memory leaks, operator misuse, and error handling. Use when reviewing code with...
Automatic graph layout using dagre with React Flow (@xyflow/react). Use when implementing auto-layout, hierarchical...
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives,...
Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses...
Implements agents using Deep Agents. Use when building agents with create_deep_agent, configuring backends, defining...
Docling document parser for PDF, DOCX, PPTX, HTML, images, and 15+ formats. Use when parsing documents, extracting...
Core technical documentation writing principles for voice, tone, structure, and LLM-friendly patterns. Use when...
Explanation documentation patterns for understanding-oriented content - conceptual guides that explain why things...
Reviews FastAPI code for routing patterns, dependency injection, validation, and async handlers. Use when reviewing...
GitHub Projects management via gh CLI for creating projects, managing items, fields, and workflows. Use when working...
Reviews Go code for idiomatic patterns, error handling, concurrency safety, and common mistakes. Use when reviewing...
Reviews Go test code for proper table-driven tests, assertions, and coverage patterns. Use when reviewing *_test.go files.
Reviews HealthKit code for authorization patterns, query usage, background delivery, and data type handling. Use...
How-To guide patterns for documentation - task-oriented guides for users with specific goals
Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives,...
Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph,...
Implements stateful agent graphs using LangGraph. Use when building graphs, adding nodes/edges, defining state...
Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction,...
LLM-as-judge methodology for comparing code implementations across repositories. Scores implementations on...
Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use...
Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code...