Covers the database similarity-search tool: construction-time validation, default naming and description, the embed-then-vector-query plumbing (metric, threshold, limit, distance readback), similarity scoring, model-facing output formatting, and scope pre-filters.

## Before writing SPEC.md files

Read https://raw.githubusercontent.com/brillout/sdd/refs/heads/main/sdd.md
