August menu items ranked by sales and margin
menu-item-performance · 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.
I'm redoing the menu. Using the August POS export and Rosa's cost sheet, show me every item ranked by how many we sold and by margin - my note has how to read the export. Save it as menu_performance.xlsx.
Workspace
- note_from_marcus.txt
- pos_item_details_2026-07.csv
- pos_item_details_2026-08.csv
- recipe_costs.xlsx
Expected deliverables
- menu_performance.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 |
|---|---|---|---|
| menu_performance.xlsx exists | file_exists | yes | 0 |
| no formula errors | xlsx_no_errors | yes | 0 |
| Smashed Avocado Toast quantity | xlsx_value_present | yes | 1 |
| Cold Brew quantity | xlsx_value_present | yes | 1 |
| Latte margin | xlsx_value_present | yes | 1 |
| Breakfast Sandwich margin | xlsx_value_present | yes | 1 |
| total margin | xlsx_value_present | yes | 1 |
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 | 2 | 2 | 3.6 | 0.0473 | |
| Codex / GPT-5.6 sol | 3 | 3 | 5.5 | 0.6322 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "menu-item-performance".