Analyze CSV

Purpose

Load a CSV and provide insights

Routing

• Use when: Use when asked to analyze a CSV file for schema, data quality, statistical summaries, or anomalies.

• Do not use when: Don't use this for non-tabular files or for purely visual charting without data inspection.

• Outputs: Concise dataset summary with column stats, missing-value signals, and actionable insights.

• Success criteria: Reports include row/column counts, datatype observations, numeric statistics, and high-confidence anomalies.

Trigger Examples

Positive

• Use the analyze-csv skill for this request.

• Help me with analyze csv.

• Use when asked to analyze a CSV file for schema, data quality, statistical summaries, or anomalies.

• Analyze CSV: provide an actionable result.

Negative

• Don't use this for non-tabular files or for purely visual charting without data inspection.

• Do not use analyze-csv for unrelated requests.

• This request is outside analyze csv scope.

• This is conceptual discussion only; no tool workflow is needed.

Parameters

Name Type Required Description

path string Yes Path to the CSV file

Runtime Prompt

• Current runtime prompt length: 499 characters.

• Runtime prompt is defined directly in ../analyze-csv.json .