"""Ingestion layer (§4.1) — the biggest greenfield piece.

Spark Control transcribes audio you hand it; it does NOT fetch. Everything here is fetch/schedule:
RSS + YouTube + EDGAR + FMP earnings, long-audio chunking, and cross-chunk speaker stitching.
"""