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/vector-database-engineer

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.

shell
$ npx -y skills add tranhieutt/software_development_department --skill vector-database-engineer --agent claude-code

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.
  • You can call itInvoke it directly when you want it.
  • Slash command/vector-database-engineer
How auto-invocation works

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.
Ships withsoftware-development-department

Software Development Department

Get the whole plugin, auto-invoked