Tasks · desk · Reformatting
August job invoices into Xero's sales invoice import
xero-sales-invoices-import · 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.
Please get our August invoices out of JobFlow and into Xero's sales invoice import file. Bec's notes explain how Xero wants it. Save it as xero_invoices.csv.
Workspace
- SalesInvoiceTemplate.csv
- jobflow_invoices_export_2026-08.xlsx
- xero_contacts_export.csv
- xero_import_notes_from_bec.txt
Expected deliverables
- xero_invoices.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 |
|---|---|---|---|
| Xero template columns in order | csv_columns | yes | 0 |
| invoices included | csv_set_equal | yes | 0 |
| one row per line | csv_row_count | yes | 0 |
| contact names | csv_values_match | yes | 0 |
| invoice and due dates | csv_values_match | yes | 0 |
| invoice lines | 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 | 1.6 | 0.0228 | |
| Codex / GPT-5.6 sol | 3 | 3 | 2.6 | 0.3647 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "xero-sales-invoices-import".