tonone
claudeFull company team — 140 agents, 15 teams. All agents and skills in one install.
200 skills · 140 agents · hooks
77
claude
vect
Embeddings & Vector Search Engineer — Embeddings and vector search — semantic search, RAG pipelines, vector database design
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Plugin vect from marketplace tonone-ai in tonone-ai/tonone. Commands read from the repo's manifest — 2 days ago.
What it installs
Skills (3)
vect-embedDesign an embedding pipeline — model selection, chunking, and indexing strategy. Use when asked to "build an embedding pipeline", "design chunking and indexing", or "which embedding model should we use".
vect-reconAudit existing vector search or RAG implementation — find quality gaps and performance issues. Use when asked to "audit our RAG system", "why is retrieval bad", or "find vector search quality gaps".
vect-searchDesign a vector search or RAG system — retrieval strategy, reranking, and database selection. Use when asked to "build a RAG system", "design vector search", or "which vector database should we use".
Subagents (1)
vectEmbeddings and vector search — semantic search, RAG pipelines, vector database design
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