Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
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Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization...
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when...
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components,...
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or...
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting",...
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth...
Best practices for Remotion - Video creation in React
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero...
Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and...
This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports",...
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user...
Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive...
Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with...
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS,...
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js,...
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO...
SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions....
This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan...
Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge,...