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Tasks · desk · Reports

Q2 expenses by department against budget

dept-expense-report · 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.

Hiroshi wants Q2 expenses by department, month by month, and a note on who went over budget. Build it as dept_expenses.xlsx with live formulas and write the memo as memo.md. His note and the booth thread are in the folder with the export.

Workspace

  • budget_note_from_hiroshi.txt
  • cost_centers.xlsx
  • email_thread_nab_booth.txt
  • expense_lines_2026-04-01_to_2026-06-30.csv

Expected deliverables

  • dept_expenses.xlsx
  • memo.md

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
dept_expenses.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Sales Q2 total (booth moved in)xlsx_value_presentyes0
Marketing Q2 total (booth moved out)xlsx_value_presentyes0
Production Q2 total (blank cost centers resolved)xlsx_value_presentyes0
total Q2 spendxlsx_value_presentyes0
memo says Sales is over budgettext_sentence_matchesyes1
memo says Production is over budgettext_sentence_matchesyes1
memo carries both overrun amountstext_numbers_presentyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash214.50.0554
Codex / GPT-5.6 sol227.90.7331

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