Vector Store Hygiene
Keep vector collections understandable, consistent, and recoverable.
Overview
Review the schema and maintenance plan for a retrieval collection. Establish how embeddings are produced, versioned, and removed before recommending any reindexing or cleanup.
Referenced source
Qdrant DocumentationCollections and vector storagenpx reporadars add vector-store-hygieneCLI coming soon — preview only.
Draft. Independent runtime review pending.
Reference linked; draft instructions are original.
0.1.0, pinned in this draft.
Explicit permissions and limits below.
Claude Code, Codex, Cursor
Read collection metadata supplied by the user. No collection deletion, reindexing, or data export.
Capabilities
- Record embedding model and dimensionality
- Check metadata consistency and filter fields
- Review update and deletion policies
- Look for provenance and version tracking
- Plan evaluation before changing retrieval behavior
How it works
- Identify the collection and its approved metadata.
- Review schema, embedding versions, and lifecycle policy.
- Compare inconsistencies with retrieval failure examples.
- Recommend reversible changes and a validation sample.
This is an original Reporadars draft, informed by the linked source. Compatibility has not been independently runtime-tested; inspect the instructions, permissions, and placement for your agent before use.