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Design production-ready database schemas with best practices built-in.

PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it.

Help the user assess and achieve product-market fit using frameworks from 46 product leaders.

Help the user navigate product planning when the future is unclear using adaptive planning frameworks from 44 product leaders.

The ultimate memory system for AI agents. Combines 6 proven approaches into one bulletproof architecture.

Source details, install context, and public review data are available on the full page.

Suggest better variable, function, and class names based on context and conventions.

Converts OpenAPI 3.0 specifications to TypeScript interfaces and type guards.

Provides expertise in quantitative finance, algorithmic trading strategies, and financial data analysis. Specializes in statistical modeling, risk analytics, and building data-driven trading systems using Python scientific computing stack.

Type-safe React = compile-time guarantees = confident refactoring.

Effects are an escape hatch from React. They let you synchronize with external systems. If there is no external system involved, you shouldn't need an Effect.

Show loading indicator ONLY when there's no data to display.

Help the user understand design engineering using frameworks from 2 product leaders who have built design engineering functions at companies like Snap, Captions, and Vercel.

Help the user implement product-led sales motions using frameworks from 2 product leaders.

Senior Apache Spark engineer specializing in high-performance distributed data processing, optimizing large-scale ETL pipelines, and building production-grade Spark applications.

Write detection rules that catch malware without drowning in false positives.

Source details, install context, and public review data are available on the full page.

Scientific presentations are a critical medium for communicating research, sharing findings, and engaging with academic and professional audiences. This skill provides comprehensive guidance for creating effective scientific presentations, from structure and content development to visual design and delivery...

Design and orchestrate sophisticated multi-agent systems where specialized agents collaborate to solve complex problems, combining different expertise and perspectives.

Help the user conduct effective usability testing using frameworks and insights from 11 product leaders.

Patterns for implementing Apple's Liquid Glass — a dynamic material that blurs content behind it, reflects color and light from surrounding content, and reacts to touch and pointer interactions. Covers SwiftUI, UIKit, and WidgetKit integration.

Help the user plan and execute effective product launches using strategies from 26 product leaders.

Complete toolkit for senior qa with modern tools and best practices.

Headless web search and content extraction using Brave Search. No browser required.