Spring website traffic by month, crawler taken out
web-traffic-summary · 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.
Mira wants the website traffic for March, April and May as a monthly summary with a total for the three months. Save it as traffic.xlsx with live formulas, and put what she should know in memo.md. Tom's note explains the Google Analytics files.
Workspace
- ga4_traffic_acquisition_daily.csv
- ga4_users_by_month.csv
- note_from_tom.txt
- search_console_performance_2026-03-01_2026-05-31.csv
Expected deliverables
- memo.md
- traffic.xlsx
Checks
The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.
| Check | Type | Required | Failed (frozen) / 6 |
|---|---|---|---|
| traffic.xlsx exists | file_exists | yes | 0 |
| live formulas | xlsx_has_formulas | yes | 0 |
| no error cells | xlsx_no_errors | yes | 0 |
| April sessions, crawler removed | xlsx_value_present | yes | 0 |
| sessions, March to May | xlsx_value_present | yes | 0 |
| May users (monthly unique, not summed daily) | xlsx_value_present | yes | 0 |
| memo names the crawl day | text_sentence_matches | yes | 0 |
| memo carries the crawler sessions and corrected April sessions | text_numbers_present | yes | 0 |
Recorded results, complete desk comparison
pass pass, frozen scorer only fail timed out
| System | Repetitions | Frozen / 3 | Raw / 3 | Median minutes | Mean cost (USD) |
|---|---|---|---|---|---|
| Proto / DeepSeek V4.1 Flash | 3 | 3 | 7.2 | 0.0801 | |
| Codex / GPT-5.6 sol | 3 | 3 | 6.6 | 0.7413 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "web-traffic-summary".