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Tasks · desk · Reports

Margin by job, with the loss-makers flagged

project-margin · 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.

Fatima wants to see, job by job, what we have earned against what the job has cost us, with the ones losing money flagged. Save it as margins.xlsx with live formulas and write memo.md with the headline. Her note says what counts as revenue and cost.

Workspace

  • note_from_the_principal.txt
  • project_ledger_2026_h1.xlsx
  • unbilled_time_to_date.csv

Expected deliverables

  • margins.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
margins.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Harborview revenue (invoiced only)xlsx_value_presentyes0
Cedar Point cost (unbilled time in, credits netted)xlsx_value_presentyes0
worst job marginxlsx_value_presentyes0
total margin across all jobsxlsx_value_presentyes0
memo carries the studio totals and the worst margintext_numbers_presentyes0
memo names both loss-making jobstext_contains_allyes0
memo says the worst job is losing moneytext_sentence_matchesyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash313.70.0449
Codex / GPT-5.6 sol306.10.7064

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