Business Bench

Tasks · desk · Reformatting

Summer signups into one Mailchimp audience import

mailchimp-audience-import · 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.

Put everyone who signed up with us this summer into one Mailchimp import file using their template. Ines's note has the rules. Save it as mailchimp_import.csv.

Workspace

  • farmers_market_signups_aug.csv
  • mailchimp_import_template.csv
  • mailchimp_unsubscribed_2026-09-01.csv
  • note_from_ines.txt
  • website_popup_form_export.csv
  • workshop_registrations_summer.xlsx

Expected deliverables

  • mailchimp_import.csv

This task also has a task-specific grader (check.py).

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
Mailchimp template columns in ordercsv_columnsyes0
one row per subscribercsv_set_equalyes0
row countcsv_row_countyes0
tags per subscribercustomyes0
birthday merge fieldcsv_values_matchyes0
name merge 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 Flash331.70.0228
Codex / GPT-5.6 sol332.20.2911

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