Skill UI

This skill provides a comprehensive guide for building scalable Retrieval-Augmented Generation (RAG) pipelines and persistent agent memory using Pinecone as the vector database. It covers index setup, embedding large corpuses, implementing dense and hybrid semantic search, and advanced metadata filtering for real-world production systems. Use this for building searchable knowledge bases and context-aware AI agents.

A comprehensive reference guide covering advanced architectural design patterns crucial for modern, scalable distributed systems. Topics include CQRS, Event Sourcing, Saga, and Circuit Breaker, providing best practices for microservices migration and fault tolerance.

A comprehensive reference guide providing quantitative benchmarks and formulas for system architects. It covers user-to-RPS conversion, storage estimation, bandwidth calculation, known scale limits of major technologies (databases, queues, caches), and capacity planning for various user loads (1K DAU to 10M DAU). Essential for designing scalable, high-availability applications.

A comprehensive guide detailing the selection criteria for core modern system components, including databases (SQL/NoSQL), caching, message queues, and API protocols. It helps architects choose the optimal technology for specific use cases, scalability needs, and architectural patterns.

This skill generates a complete React component structure following the industry-standard Container/Presentation pattern. It automatically scaffolds necessary files, including TypeScript, Storybook, and SCSS styles, ensuring adherence to project conventions. Use this when building new, scalable components, allowing you to properly classify whether the component is UI-focused (Presentation) or logic-heavy (Container).

This skill provides deep security review for GitHub Actions workflow files. It focuses on the unique Actions threat model—identifying vulnerabilities like script injection via ${{ }} interpolation, privilege escalation from triggers (e.g., pull_request_target), and ensuring least-privilege permissions for CI/CD pipelines. Use it to audit, secure, or harden existing workflows, preventing attacks from untrusted inputs and supply chain risks.

This comprehensive guide details the idiomatic and efficient way to write Scala code. It covers crucial modern practices, such as utilizing functional transforms over traditional loops, embracing pattern matching, using Option/Either for robust error handling instead of null checks or exceptions, and managing concurrency safely. Essential reading for any Scala developer aiming for high-quality, maintainable, and performant codebases.

A structured skill designed to generate a comprehensive and highly actionable escalation brief for at-risk customer accounts. It provides internal stakeholders, from Customer Success Managers to C-level executives, with a clear overview of the situation, covering the timeline, root cause, business impact, and proposing a concrete resolution plan to prevent churn and save the account.

This skill generates a comprehensive spacing and layout token system for Figma. It establishes foundational design rules, including a scalable spacing scale (e.g., 4px/8px base), responsive grid definitions for various breakpoints, and component-specific spacing conventions. It ensures design consistency and provides clear guidelines for developer handoff.

This skill generates a comprehensive, actionable runbook for any service, designed specifically for on-call engineers. It structures critical incident response procedures, including alert definitions, escalation matrices, diagnostic commands, and rollback steps, significantly reducing Mean Time To Resolution (MTTR). It provides a single source of truth for responding confidently during high-stress incidents.

This skill generates comprehensive, step-by-step process guides suitable for training new employees or standardizing complex operations. It captures not only the main workflow steps, roles, and tools, but also essential elements like scope definition, prerequisites, edge cases, and escalation paths, ensuring clarity and completeness in business documentation.

This skill generates comprehensive, step-by-step operational runbooks for services, incidents, and deployments. It structures guides for on-call engineers, providing clear overviews, prerequisites, precise commands, rollback steps, troubleshooting tables, and escalation paths, ensuring continuity under pressure.