Tasks · desk · Bookkeeping
Commission clawbacks on refunded deals since June
commission-clawbacks · 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 haven't taken back any commissions for refunds since the June 15 statement. Colleen's note says what she needs, and the statements, refunds and plan are all in the folder. Save it as clawbacks.csv.
Workspace
- clawbacks_taken_on_2026-06-15_statement.csv
- commission_plan_2026_H2.md
- commission_statements_mar-jul_2026.xlsx
- note_from_colleen.txt
- refunds_export_2026-04-01_to_2026-08-31.csv
- sales_reps.csv
Expected deliverables
- clawbacks.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 |
| which refunds | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| clawback amounts | csv_values_match | yes | 0 |
| recovered from the rep | csv_values_match | yes | 0 |
| written off | 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 | 1.6 | 0.0203 | |
| Codex / GPT-5.6 sol | 3 | 3 | 1.7 | 0.2265 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "commission-clawbacks".