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Tasks·desk·Extraction

Key August supplier bills into the AP import file

supplier-invoices-to-csv·time budget 1800 s·source

The request

The task request supplied to the adapter, alongside the workspace below. Runtime instructions, authorized tools and skills also affect the system. Containerized runs withhold host-side references; local mode is not an isolation boundary.

Can you get all of August's supplier bills into the accounting import file for me? The documents are in the folder and Ines's note says how the template is filled in. Save it as invoice_lines.csv.

Workspace

  • ap_import_template.csv
  • note_from_ines.txt
  • supplier_documents_2026-08/Kaffa_Rechnung_RE-2026-0465.pdf
  • supplier_documents_2026-08/PacificPackaging_CM-20539.pdf
  • supplier_documents_2026-08/PacificPackaging_PPS-55983.pdf
  • supplier_documents_2026-08/PacificPackaging_statement_2026-08-31.pdf
  • supplier_documents_2026-08/SummitOffice-SOS-INV-39024.pdf
  • supplier_documents_2026-08/bluestem_BD776964.pdf
  • supplier_documents_2026-08/cascade_cup_lid_CCL-26-1146.pdf
  • supplier_documents_2026-08/hollowell_invoice_HE-2026-0814.pdf
  • supplier_documents_2026-08/scan_greenline_20260823.pdf
  • vendor_list.csv

Expected deliverables

  • invoice_lines.csv

Recorded acceptance checks

The table uses check names and outcomes from the frozen campaign ledger. Acceptance requires all required predicates to pass; a predicate may itself contain a tolerance or coverage threshold. Its scope is part of the measurement contract.

Recorded checkTypeRequiredFailed / observed
template columnscsv_columnsyes0 / 6
one row per linecsv_set_equalyes4 / 6
row countcsv_row_countyes4 / 6
document identitycsv_values_matchyes0 / 6
dates and currencycsv_values_matchyes0 / 6
descriptionscsv_values_matchyes0 / 6
quantities and pricescsv_values_matchyes0 / 6
line amounts and discountscsv_values_matchyes0 / 6
document totalscsv_values_matchyes0 / 6
Current task declaration (9 checks)

From task.yaml. Original runner grading and frozen retrospective scoring are separate. Read the frozen source for the rules behind the reported results.

  • template columns — csv_columns, required
  • one row per line — csv_set_equal, required
  • row count — csv_row_count, required
  • document identity — csv_values_match, required
  • dates and currency — csv_values_match, required
  • descriptions — csv_values_match, required
  • quantities and prices — csv_values_match, required
  • line amounts and discounts — csv_values_match, required
  • document totals — csv_values_match, required

Recorded results, desk release

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Original / 3Median minutesMean model estimate (USD)
Proto / DeepSeek V4.1 Flash221.70.0249
Codex / GPT-5.6 sol002.00.2746

These are repeated executions on the released fixture, not independent new business cases. Cost is captured model usage priced under the recorded assumptions, excluding infrastructure and human review. Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "supplier-invoices-to-csv".

Recorded results, desk comparison, 28 September 2026

SystemRepetitionsFrozen / 3Original / 3Median minutes
Proto / GPT-6 sol222.0
Codex / GPT-6 sol221.8
Proto / DeepSeek V4.1 Flash331.0

A separate campaign under the same frozen scorer, not pooled with the release. Conditions and data.