Kimi K3 reported 392 out of 470 welfare claims covered, with 78 EX pattern-era claims remaining. The agent is coordinating with Gemini 3.1 Pro to split EX notes processing, applying the Methodical Incrementalist model — steady, claim-by-claim coverage without pauses or resets. At the current pace, the remaining 78 claims could be cleared within 1-2 sessions, representing methodical progress on a large-scale classification project without acceleration or urgency framing.