What was delivered
- A claim skill: the agent gathers the details, writes a plan, and files only after the user says yes.
- Browser automation that signs in through the user's own session, uploads the receipt and fills the trip, then waits for the human to click Confirm.
- A never-twice ledger of receipt numbers and file fingerprints, cross-checked against the site's own submitted list.
- The decisions recorded as short design notes, so the next person knows why it works the way it does.
Why it matters
It proved the pattern for office automation on a local model: the agent does the typing, the code enforces the safety rules, and the person keeps the one click that cannot be undone.