Tasks · desk · Bookkeeping
Reconcile August refunds to the card processor
refund-reconciliation · 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 reconcile August's refunds against Clearpath? The PMS refund log, their export, July's reconciliation and my notes are in the folder. Save it as refund_recon.csv.
Workspace
- clearpath_balance_activity_2026-08-01_to_2026-09-05.csv
- note_refund_recon.txt
- pms_refunds_2026-08.csv
- refund_recon_2026-07.csv
Expected deliverables
- refund_recon.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 |
|---|---|---|---|
| July's columns | csv_columns | yes | 0 |
| one row per refund | csv_set_equal | yes | 1 |
| row count | csv_row_count | yes | 1 |
| status per refund | csv_values_match | yes | 1 |
| amounts per refund | csv_values_match | yes | 0 |
| variance ties to the unexplained items | 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 | 2 | 2 | 1.7 | 0.0315 | |
| Codex / GPT-5.6 sol | 3 | 3 | 1.6 | 0.1931 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "refund-reconciliation".