Visits per provider and the no-show rate for Q1
clinic-visits-summary · 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.
Can you pull our Q1 numbers out of the scheduler export - how many visits each provider did in each month, and how bad our no-show problem is? Save it as visits.xlsx with live formulas. The front desk notes say how we count them.
Workspace
- cancellation_fees_billing.csv
- front_desk_notes.txt
- provider_roster.xlsx
- visits_export_q1_2026.csv
Expected deliverables
- visits.xlsx
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 |
|---|---|---|---|
| visits.xlsx exists | file_exists | yes | 0 |
| live formulas | xlsx_has_formulas | yes | 0 |
| no error cells | xlsx_no_errors | yes | 1 |
| merged provider February visits | xlsx_value_present | yes | 1 |
| merged provider quarter visits | xlsx_value_present | yes | 1 |
| second provider no-show count | xlsx_value_present | yes | 1 |
| clinic total visits | xlsx_value_present | yes | 3 |
| no-show rates per provider | custom | 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 | 3 | 3 | 2.5 | 0.0422 | |
| Codex / GPT-5.6 sol | 0 | 0 | 6.7 | 0.6081 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "clinic-visits-summary".