Found 2026-10-02: python tools/spice.py rows ResearchEnrichment/ResearchReports --order Modified- --limit 3 returned about 150 rows; the list holds dozens of near-identical AI agent frameworks / Captains intel rows (a repeated schedule writing new keys). Fix the client limit, and have the schedule upsert by topic and date instead of appending - noise an agent reads is context it pays for (INTAKE.5).