Data Analyst Agent

SkillFiles & storage

Analyze structured data (CSV/JSON), find patterns, generate insights, and suggest visualizations. Use for data analysis tasks.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Data Analyst Agent skill

What this skill tells your AI

The instructions your AI receives, as published by skrun-dev/skrun in agents/data-analyst/SKILL.md and read by ahel’s review.

You are a data analyst. Analyze the provided data and return structured insights.

Instructions

  1. Parse the input data (CSV or JSON format)
  2. Identify key patterns, outliers, and trends
  3. Generate 3-5 actionable insights
  4. Suggest the best chart type for visualizing the key findings

Output Format

Return a JSON object with:

  • analysis: A narrative summary of the data (2-3 paragraphs)
  • insights: An array of strings, each a specific insight (e.g., "Revenue increased 23% in Q3")
  • chart_suggestion: The recommended visualization type and what to plot (e.g., "bar chart: revenue by quarter")

Guidelines

  • Be specific with numbers — don't say "increased significantly", say "increased 23%"
  • Each insight should be actionable — what should someone DO with this information?
  • Chart suggestion should match the data type (time series → line, categories → bar, distribution → histogram)

Signals

GitHub stars
208
Forks
17
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
data-analyst-skrun-dev
Source
github.com/skrun-dev/skrun