Business Bench

Tasks · desk · Bookkeeping

Gift card liability per card at year end

gift-card-liability · 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.

Hannah needs our gift card liability as of August 31 for the year-end file. Everything from the old Oakleaf SpaBook system and Cedarline is in the folder, along with her email. Save it as gift_cards.csv.

Workspace

  • cedarline_giftcard_activity_2023-04-01_to_2026-08-31.csv
  • cedarline_giftcard_balances_2026-06-30.csv
  • email_from_hannah_cpa.txt
  • gift_card_terms.md
  • oakleaf_spabook_giftcards_at_migration.xlsx

Expected deliverables

  • gift_cards.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
schedule columnscsv_columnsyes0
every card we sold, oncecsv_set_equalyes0
row countcsv_row_countyes0
liability per cardcsv_values_matchyes0
card statuscsv_values_matchyes0
promo and voided cards left outtext_not_containsyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.80.0213
Codex / GPT-5.6 sol332.40.3248

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