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CSV Insights

Documents
csv-insights

CSV Insights is an Agent Skill for documents published in the simonw/research repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Summarize a CSV, compute basic stats, and produce a markdown report + a plot image.

View on GitHub ↗
QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/simonw/research/blob/HEAD/openai-api-skills/csv_insights_skill/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/csv-insights, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

CSV Insights Skill

When to use this

Use this skill when the user provides a CSV file and wants:

  • a quick summary (row/col counts, missing values)
  • basic numeric statistics
  • a simple visualization
  • results packaged into an output folder (or zip)

Inputs

  • A CSV file path (local) or a file mounted in the container.

Outputs

  • output/report.md
  • output/plot.png

How to run

python -m pip install -r requirements.txt python run.py --input <csv_file> --outdir output