Tasks · desk · Extraction
Daily hours from the scanned caregiver time sheets
timesheets-scanned · 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.
The caregivers' time sheets for this pay period are scanned in the folder. Can you turn them into timesheet_hours.csv for payroll? Gloria's note explains what the upload needs.
Workspace
- note_from_gloria.txt
- scanned_timesheets/IMG_4410.pdf
- scanned_timesheets/IMG_4417.pdf
- scanned_timesheets/scan_0829_okafor.pdf
- scanned_timesheets/scan_0905_okafor.pdf
- scanned_timesheets/scan_0912_okafor.pdf
- scanned_timesheets/visit_log_kimberly_wk1.pdf
- scanned_timesheets/visit_log_kimberly_wk2.pdf
Expected deliverables
- timesheet_hours.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 |
| one row per person per day | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| employee and date | csv_values_match | yes | 0 |
| hours per day | csv_values_match | yes | 0 |
| signature flag | 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 | 3 | 3 | 3.7 | 0.0336 | |
| Codex / GPT-5.6 sol | 3 | 3 | 2.1 | 0.2520 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "timesheets-scanned".