Tasks · desk · Spreadsheet
Weekly hours audit from time-clock punches
clock-punch-audit · 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.
Bea needs last week's hours from the time clock before she runs payroll. Turn the punch export into hours_audit.csv; her note says how she counts shifts.
Workspace
- note_from_bea.txt
- schedule_week_of_aug31.xlsx
- timeclock_export_2026-08-31_to_09-07.csv
Expected deliverables
- hours_audit.csv
This task also has a task-specific grader (check.py).
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 |
| row count | csv_row_count | yes | 0 |
| daily hours per person | custom | yes | 0 |
| missing punches flagged | custom | 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 | 3 | 2.2 | 0.0276 | |
| Codex / GPT-5.6 sol | 3 | 3 | 2.2 | 0.2253 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "clock-punch-audit".