Build comprehensive ML pipelines, experiment tracking, and model
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance,...
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Expert in building and selling Notion templates as a business - not just making templates, but building a...
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value....
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when...
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn,...
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or...
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Use when working with performance testing review multi agent review
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized...
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented...
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in...
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....
Build financial models, backtest trading strategies, and analyze
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global...
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting",...
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero...
Write idiomatic Ruby code with metaprogramming, Rails patterns, and
Draft cold emails, follow-ups, and proposal templates. Creates
Derive security requirements from threat models and business context. Use when translating threats into actionable...