"""Ten31 Signal Engine — pilot. A recurring pipeline that ingests audio + text, extracts structured propositions locally, and surfaces signal over time. The discipline that separates signal from plausible-sounding noise (handoff §5): statistics & graph structure NOMINATE candidates; the frontier model only JUDGES and FANS OUT a pre-filtered shortlist. See README.md for the architecture and ten31-signal-engine-handoff.md for the spec. """ __version__ = "0.1.0"