Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Use when working with performance testing review multi agent review
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also...
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or...
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn,...
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when...
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value....
Expert in building and selling Notion templates as a business - not just making templates, but building a...
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Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance,...
Build comprehensive ML pipelines, experiment tracking, and model
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production...
Build production ML systems with PyTorch 2.x, TensorFlow, and
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software....
Create Mermaid diagrams for flowcharts, sequences, ERDs, and
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++,...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and...
Design and implement a complete ML pipeline for: $ARGUMENTS
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents...
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques...
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.