Initial commit: Ten31 Signal Engine (ingest, scoring brain, corpus seeds)

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Keysat
2026-06-15 09:24:29 -05:00
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"""The scoring brain (build blueprint).
Stats/geometry NOMINATE candidates; the frontier model only judges/expands a pre-filtered shortlist
(§5.1). Every count that feeds a score routes through the independence primitive (EISC), never a raw
source count (§4.5). Every scorer reads `visible_claims` (as-of filtered), never `claims` directly.
"""