Dedupe + Rank

Turn a broad retrieved set into a smaller core set for taxonomy/outline building.

This is a deterministic “curation” step: it should be stable and repeatable.

Load Order

Always read:

• references/domain_pack_overview.md — how domain packs drive topic-specific behavior

Domain packs (loaded by topic match):

• assets/domain_packs/llm_agents.json — pinned classics, survey detection, ranking signals for LLM agent topics

Script Boundary