Skill UI

Provides reusable Redis patterns for caching, rate limiting, pub/sub, streams, Lua scripts, and distributed locking to build scalable, resilient data services.

A comprehensive guide for implementing ISO 14971:2019 risk management across the entire medical device lifecycle. Covers planning, hazard identification, risk analysis (FMEA, FTA), risk evaluation, risk control, and post-market surveillance. Essential for achieving regulatory compliance in medical device development.

A structured workflow designed to prevent 'reinventing the wheel.' Before writing custom code, this skill guides the user through analyzing needs, conducting parallel searches across multiple channels (npm, PyPI, GitHub, MCP), evaluating candidate solutions based on maintainability and community support, and making a decision (Adopt, Extend, or Custom Build). It ensures that solutions leverage existing, proven libraries and patterns.

Senior Architect orchestrates architecture decision workflows, generates Mermaid/PlantUML/ASCII diagrams, analyzes dependencies, and evaluates tech stacks to help teams choose scalable systems and document design choices.

A comprehensive, model-agnostic toolkit for advanced LLM development. It enables iterative prompt optimization through static analysis (token usage, clarity), measures critical RAG metrics (relevance, faithfulness, coverage), and validates complex agent workflows and configurations. Essential for rigorous LLM quality assurance and cost management.

This skill generates comprehensive, high-quality, and SEO-optimized articles tailored for search engines and human readers. It ensures content incorporates best practices like E-E-A-T, natural keyword integration, clear structure (Intro, Body, Conclusion), and actionable takeaways. Use it when you need to create valuable, ranking-ready content based on specific keywords and topic briefs.

This advanced tool simulates complex DeFi flash loan strategies across major protocols like Aave, dYdX, and Balancer. It calculates net profitability, estimates gas costs, and assesses comprehensive risks (MEV, liquidity, execution). Use it to evaluate arbitrage opportunities, analyze liquidation potential, or compare multiple lending providers before executing real transactions.

Automates splitting datasets into training, validation, and test subsets by generating and running Python code so you can quickly prepare data for machine learning model training and evaluation.

Analyze frameworks, platforms, and cloud providers with weighted scoring, ecosystem health, TCO, security, and migration insights so decision makers can confidently compare stacks before committing.

This robust tool provides comprehensive tracking and analysis for your cryptocurrency holdings. It calculates real-time portfolio valuations using external APIs (like CoinGecko), analyzes asset allocation, tracks Profit & Loss (P&L), and issues concentration risk alerts. Ideal for users who need to check total portfolio value, view detailed holdings, analyze diversification, or export structured data for tax reporting and record-keeping.

Scaffolds production-ready generative AI agents on Vertex AI with Gemini models, multi-modal tools, RAG, and Cloud Run/Endpoint deployment, including observability and evaluation for enterprise scenarios.

Guidelines for reviewing UI code against web interface best practices, covering accessibility, performance, responsive design, component patterns, CSS practices, security, and internationalization during audits or UX evaluations.