Create Mermaid diagrams for flowcharts, sequences, ERDs, and
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software....
Build production ML systems with PyTorch 2.x, TensorFlow, and
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production...
Build comprehensive ML pipelines, experiment tracking, and model
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...
Use when building styled UI with @nuxt/ui v4 components (Button, Modal, Form, Table, etc.) - provides ready-to-use...
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...