Agent-managed knowledge vault — sources become linked concept wikis, questions, and themes.

Inspired by Karpathy's LLM wiki pattern: raw sources stay separate from synthesized concepts. Claude ingests docs and notes, extracts ideas, links related pages, and surfaces open questions. Humans control what enters; the agent owns the rest.