You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques...
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents...
Design and implement a complete ML pipeline for: $ARGUMENTS
Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++,...
Create Mermaid diagrams for flowcharts, sequences, ERDs, and
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