Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
Searches for AMPDO comments in the codebase to gather feedback and execute requested changes.
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, or context augmentation.
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, or context augmentation.
Academic reference agent that identifies claims needing citations, searches PubMed/bioRxiv/medRxiv, and adds properly formatted references to manuscripts
Persistent knowledge storage using basic-memory CLI. Use to save notes, search memories semantically, and build context for topics across sessions.
Zendesk Support API for searching tickets, organizations, and users. Use when working with support tickets, customer issues, or correlating support data with Salesforce accounts.
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Manage Gmail messages, drafts, and labels. Send emails, search inbox, and organize email. Use when working with Gmail email management.
Expert guidance for agents to manage local Nix profiles for installing tools and dependencies. Covers flakes, profile management, package searching, and registry configuration.
Comprehensive research combining web search and AI synthesis. Use for deep research on topics, comparing technologies, investigating libraries, and finding GitHub issues related to problems.
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Search Claude Code conversation history to find past solutions, recall commands, and discover related work. Use when looking for previous implementations, finding commands you ran before, or...
Check Meilisearch index status, tasks, health, and settings. Use for debugging search issues, monitoring indexing tasks, and inspecting index configuration. Read-only admin operations.
TanStack Router best practices for type-safe routing, data loading, search params, and navigation. Activate when building React applications with complex routing needs.