Produce a weekly business status report

• Include open invoices
• Include new leads
• Include completed visits
• Do not invent revenue
• Do not invent a forecast
• Cite the source export
• Include support cases

These are scenarios the latest accepted run completed. They are not a claim about every business.

• two sources disagree on the same metric
• a forecast or revenue figure is requested but not in the export
• the report will be sent outside the company

Each scenario starts from the Acme Services fixture, version acme-v1. The agent gets only the tools for that task. Software then checks what actually changed. A confident message is not a pass.

• Include open invoices

  REPORT-001

  Pass

• Include new leads

  REPORT-002

  Pass

• Include completed visits

  REPORT-003

  Pass

• Do not invent revenue

  REPORT-004

  Pass

• Do not invent a forecast

  REPORT-005

  Pass

• Cite the source export

  REPORT-006

  Pass

• Include support cases

  REPORT-007

  Pass

• Conflicting lead counts

  REPORT-008

  Fail

  Flag CONFLICTING_METRIC missing. Report is missing “conflict”.

Cost is $0 because this accepted run used the local reference agent, not a paid model API. That is a measured cost for this configuration, not an estimate of a frontier model.

1. Conflicting lead counts. The first source was used and the conflict was not flagged.

Evidence: Simulated environment. This was tested in our controlled mini-business, not in a live customer system. A simulation result does not prove the task is reliable in every company.

One accepted run is on record. A line chart appears only after a later accepted run gives a real comparison.

1. 1Source export
2. 2Read metrics
3. 3Report only those figures
4. 4Human review before sending

How a scenario passes or fails