Build interactive charts without knowing the frontend language
Data scientists who don't write TypeScript had the agent build whole React apps to visualise model performance, iterating with small prompt tweaks when the first attempt fell short.
Steps
- Describe the data file and the charts you want
- Run it in a sandbox, not on production systems
- Tweak the prompt and rerun instead of editing code by hand
Starter prompt
Build a small React app that loads results.csv and shows: a line chart of score per run, a table of the 10 best runs, and a filter by model name. Explain how to start it locally.
Guardrail: Sandbox first; check the numbers against the raw file.
Prompts are our own examples. Results from sources are as reported by their authors.