/vector-database-engineer

How it fires

How this skill gets triggered: by you, by Claude, or both.

• Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.?Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
• You can call itInvoke it directly when you want it.
• Slash command/vector-database-engineer

Context preview

The summary Claude sees to decide when to auto-load this skill.

Provides vector database and semantic search patterns for Pinecone, Weaviate, Qdrant, Milvus, and pgvector in RAG and recommendation systems. Use when implementing vector search or when the user mentions vector database, semantic search, embeddings, or similarity search.