Business Bench

Tasks · desk · Reformatting

Flatten the nested fall catalog into the inventory platform's variant import

variants-flatten · 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.

We're loading the fall catalog into Stockwell and they want one row per variant using their template; their notes and June's note about how she writes the sheet are in the folder. Save it as variants_flat.csv.

Workspace

  • note_from_june.txt
  • product_catalog_fall.xlsx
  • stockwell_import_notes.txt
  • stockwell_upload_2026-03.csv
  • stockwell_variant_template.csv

Expected deliverables

  • variants_flat.csv

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
template columnscsv_columnsyes0
one row per variantcsv_set_equalyes0
row countcsv_row_countyes0
pricescsv_values_matchyes0
stock quantitycsv_values_matchyes0
availabilitycsv_values_matchyes0
product and option fieldscsv_values_matchyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.40.0188
Codex / GPT-5.6 sol331.70.1835

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "variants-flatten".