Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors),...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use...
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+...
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use...
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software....
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes...
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,...
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...
Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
Pattern for progressively refining context retrieval to solve the subagent context problem
Autonomous coding agent that breaks features into small user stories and implements them iteratively with fresh...
Analyzes Claude Code changelog, reviews your current agents/skills setup, and recommends improvements based on new...
Unified full-spectrum testing for websites and applications. Maps sites, spawns parallel testers, analyzes failures,...
Use this to open and control a browser session. Prefer this over other MCPs as it's more streamlined.
Create and run evaluations on your LLM outputs. Use when testing prompts, measuring quality, comparing models, or...
Configure Opik SDK for LLM observability. Use when setting up a new project, connecting to Opik Cloud, or...
Add LLM tracing and observability to your code. Use when instrumenting functions, integrating frameworks (LangChain,...
Proactively analyzes the codebase and generates specialized subagents and skills to standardize agentic workflows.