Q3 wholesale sales by product, with the odd things called out
quarterly-sales-report · timeout 1200 s · source
The ask
Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.
Theo needs the Q3 wholesale numbers by product, month by month, for the partners meeting. Build q_report.xlsx with live formulas and write memo.md with anything they should know - his emails have the details.
Workspace
- email_from_theo.txt
- portal_order_lines_2026-07-01_to_2026-09-30.csv
- product_catalog.xlsx
- refunds_export_q3.csv
Expected deliverables
- memo.md
- q_report.xlsx
Checks
The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.
| Check | Type | Required | Failed (frozen) / 6 |
|---|---|---|---|
| q_report.xlsx exists | file_exists | yes | 0 |
| live formulas | xlsx_has_formulas | yes | 0 |
| no error cells | xlsx_no_errors | yes | 0 |
| Golden Yunnan quarter (renamed product as one line) | xlsx_value_present | yes | 0 |
| Assam Breakfast August (duplicate batch removed) | xlsx_value_present | yes | 0 |
| Masala Chai September (net of refunds) | xlsx_value_present | yes | 0 |
| Q3 net revenue total | xlsx_value_present | yes | 0 |
| memo carries the Q3 net revenue | text_numbers_present | yes | 0 |
| memo names the duplicate batch | text_sentence_matches | yes | 1 |
| memo names the renamed product | text_sentence_matches | yes | 0 |
Recorded results, complete desk comparison
pass pass, frozen scorer only fail timed out
| System | Repetitions | Frozen / 3 | Raw / 3 | Median minutes | Mean cost (USD) |
|---|---|---|---|---|---|
| Proto / DeepSeek V4.1 Flash | 3 | 2 | 6.1 | 0.0870 | |
| Codex / GPT-5.6 sol | 2 | 2 | 7.5 | 1.0839 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "quarterly-sales-report".