Search Skills

Automates GitHub issue, PR, milestone, and Projects v2 management using gh CLI and REST API patterns for streamlined repository operations.

Tracks LLM cost savings from caching using Langfuse, monitoring cache effectiveness and attributing costs to agents in multi-agent systems.

Enables high-performance microservice communication in Python using gRPC and Protocol Buffers for service-to-service APIs and streaming data.

Enables consumer-driven contract testing with Pact to verify API compatibility, prevent breaking changes, and ensure stable microservice integrations.

Provides structured code review processes, language-specific checklists, and feedback templates to standardize PR reviews and enhance code quality within development teams.

Provides security patterns for LLM integrations to defend against prompt injection and hallucinations, ensuring safe output validation and context separation.

Enforces FastAPI Clean Architecture patterns, ensuring layer separation and validating dependency injection in backend code.

Enforces testing best practices including AAA pattern, naming conventions, isolation, and coverage thresholds to ensure high-quality test code.

Provides headless browser automation via CLI with snapshot and element reference workflow, reducing context usage by 93% compared to Playwright MCP for web scraping and form automation.

Decomposes complex work into trackable tasks with dependency chains for managing multi-step implementations and parallel work coordination.

Visualizes OrchestKit architecture decisions over time, tracking version evolution and best practices adoption for documentation and review.

Provides end-to-end testing capabilities using Playwright for automating browser interactions and validating complete application flows.

Executes test suites with parallel processing and generates coverage reports for efficient debugging and test management.

Provides pre-defined UI patterns for React dashboards, including widget composition, responsive grids, and data tables.

Provides React code splitting and lazy loading patterns using React.lazy, Suspense, and route-based strategies for optimal bundle performance.

Provides LLM observability for tracing, evaluation, prompt management, and cost tracking to optimize AI model usage.

Provides React form patterns for complex validation, field arrays, and server actions using React Hook Form and Zod.

Provides structured questions for system architecture planning, covering scalability, security, data, and operations to prevent implementation oversights.

Optimizes application performance using profiling, React concurrent features, and bundle analysis for faster user experiences.

Enables building central coordinator agents that route tasks to specialized workers using round-robin or priority-based dispatch in LangGraph.

Automates GitHub releases with semantic versioning, changelogs, and release tagging using gh CLI.

Guides on Domain-Driven Design aggregate patterns for defining consistency boundaries and enforcing business invariants in software architecture.

Secures MCP servers against prompt injection, tool poisoning, and enforces permission management via validated tool descriptions and allowlists.

Enables smooth page transitions and shared element animations for React SPAs and MPAs using the View Transitions API.