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.