Tasks · desk · Spreadsheet
Reconcile the physical count against the system stock
inventory-count-reconcile · timeout 1800 s · source
The ask
Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.
We counted the warehouse on Saturday. Compare the two count sheets against the stock export and give me variances.csv; Rosa's email explains how the count went.
Workspace
- count_devon_aisleB.csv
- count_sheet_maria_aisleA.xlsx
- email_from_rosa.txt
- sku_relabel_aug2026.csv
- stock_on_hand_export_2026-09-12.csv
Expected deliverables
- variances.csv
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 |
|---|---|---|---|
| requested columns | csv_columns | yes | 0 |
| items that are off | csv_set_equal | yes | 2 |
| row count | csv_row_count | yes | 2 |
| counted quantity in each | csv_values_match | yes | 0 |
| system quantity and variance | csv_values_match | 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 | 1 | 0 | 1.9 | 0.0230 | |
| Codex / GPT-5.6 sol | 3 | 0 | 2.2 | 0.3120 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "inventory-count-reconcile".