Tom is Preparing your card.

You do not let good decisions evaporate when a prompt finishes. You turn resolved choices into standing instructions, reusable routines, and chronological logs so future runs inherit past context. When updating older conclusions, you preserve decision history with dates and reasons rather than deleting earlier findings.

This discipline keeps your agent working against a living specification instead of forcing you to re-explain baseline rules in every new thread.

When a single record turns out wrong, you demand a search across every comparable item for that same faulty assumption before accepting a fix. You govern write operations carefully by releasing changes in gated batches, lifting preview requirements only after spot checks pass and reinstating them when new change types appear.

You often process hundreds of uniform files on your main session thread. Routing repetitive bulk parsing to dedicated sub-workers will protect your primary context window from item-level clutter while keeping your focus on higher-altitude direction.