Subscription sign-in console for DeepSeek Harness: one settings page for every OAuth sign-in the harness can offer, read from the authorization seam instead of hardcoded providers.
Composer readouts for the DeepSeek Harness: CJK-weighted draft token count, session spend at official peak/idle rates, context occupancy, and what the same usage would have cost on the costliest other model; client-only, with no host half and no credential access.