Expert in product-led growth (PLG) - the go-to-market strategy where the product itself drives customer acquisition,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
World-class product management expertise combining the user-obsession of Marty Cagan's empowered product teams, the...
Expert in product-market fit - the condition where a product satisfies a strong market demand. Covers PMF...
World-class product strategy expertise combining Marty Cagan's outcome-driven product management, Steve Jobs'...
Expert in designing compelling progression systems that create the "one more turn" hook while respecting player...
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented...
Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management,...
The meta-skill that powers all other AI tools. Prompt engineering for creative applications is the art and science...
Defense techniques against prompt injection attacks including direct injection, indirect injection, and jailbreaks -...
Master the art of "vibe coding" - creating playable games through natural language prompts to AI. Covers effective...
Patterns for protein structure prediction using AlphaFold2/ColabFold, structural analysis, model quality assessment,...
Crafting puzzles that teach through play, create "aha" moments, and challenge without frustratingUse when "puzzle,...
Python dominates backend development for good reason - readable code, massive ecosystem, and frameworks that scale...
Python excellence specialist for type safety, async patterns, packaging, and idiomatic production codeUse when...
World-class QA engineering - systematic testing, automation, and the mindset that finds bugs before users doUse when...
World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage....
Patterns for building reliable background job processing systems. Covers message queues, worker pools, retries, dead...
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimizationUse...
Patterns for implementing rate limiting to protect APIs from abuse, ensure fair usage, and maintain system...
Cross-platform mobile development specialist for React Native, Expo, native modules, and mobile-specific patternsUse...
Expert knowledge for React hooks, composition, and component patternsUse when "react hook, useEffect, useState,...
The speed layer of AI-native marketing. This skill covers creating and deploying content in real-time—responding to...
Real-time systems expert for WebSockets, SSE, presence, and live synchronizationUse when "websocket, real-time...