Shown·Partial·ChatGPT agent
UNESCO education data spreadsheet
ChatGPT agent: ChatGPT Agent pulled UNESCO student-teacher ratio and teaching staff data and built a multi-tab spreadsheet in a single 14-minute run.
The Agent worked for 14 minutes on the UNESCO task; the author tested it against o3-pro and ran four other work-style tasks.
Overview
How it was set up
ChatGPT Agent on a paid plan, using its virtual computer with browser, terminal, code execution, and file system.
Worth knowing
The author reports weaker results on the image collage and Lego parts tasks, which needed manual fixes or only partly worked.
A prompt to start from
Pull the latest data from [data source] on [metric] for [groups]. Build a spreadsheet with one tab per [group], listing [columns]. Add a summary tab with the best and worst [metric] values, sorted. Keep [naming field] consistent across tabs.
Written by Agentic Feats from the source. Not the author's exact prompt.
Sources 1
History
- Source published
- 2025-07-24
- Added to Agentic Feats
- 2026-10-13
- Pick
- No
- Markdown copy
- /c/unesco-education-data-spreadsheet-chatgpt-agent.md
More in research
36 featsResultIt created the text file as asked, but after clicking a result it took a screenshot too early and hallucinated the answer.
ResultOperator handled tour search and lesson plan but was slow; adding three grocery items took 15 minutes and an Uber price check took five.
ResultThe draft was usable but weaker than accepted NSF summaries; thinking mode helped, though it began hallucinating and misreading the sources.