Everything you need to ship semantic search and embeddings — vector databases from local prototype to production, plus RAG patterns and prompt tooling
6 skills · Works with Claude Code, Codex, Cursor & more
Add vector similarity search to Postgres with pgvector. Generates schemas with HNSW/IVFFlat indexes, embedding columns, hybrid keyword+vector queries, and pooling-friendly patterns for production RAG.
claude install-skill community/pgvector Design and query Weaviate collections for semantic search. Generates class schemas, vectorizer configs, hybrid BM25+vector queries, multi-tenancy patterns, and async batch import for millions of objects.
claude install-skill community/weaviate-vector Manage Pinecone serverless and pod-based indexes. Handles namespace design, upsert batching, metadata filtering, sparse-dense hybrid queries, and cost-aware index sizing for production RAG.
claude install-skill community/pinecone-vector Run Chroma as an embedded or client-server vector store. Generates collection setup, persistent storage configs, custom embedding functions, metadata filters, and migration paths to managed vector DBs later.
claude install-skill community/chromadb Build Retrieval-Augmented Generation (RAG) systems using LangChain. Creates document loaders, vector store configurations, retrieval chains, and conversational agents with proper chunking and embedding strategies.
claude install-skill Jeffallan/claude-skills/rag-architect Design, test, and optimize prompts for LLMs. Implements structured prompting techniques — chain of thought, few-shot learning, system prompts, and evaluation frameworks to improve AI output quality and reliability.
claude install-skill nidhinjs/prompt-master Build AI-powered applications with RAG, multi-agent systems, prompt engineering, and MCP integrations
Modern warehouse-native data engineering — dbt for transformations, Dagster for orchestration, DuckDB and Polars for fast local analytics, plus pipeline and SQL fundamentals
End-to-end deployment, monitoring, and infrastructure skills for shipping and operating production systems