📋 Data Analysis
Analyze data files (CSV, JSON) and generate insights, summaries, and statistical analysis
npx playbooks add skill tatat/agents-playground --skill data-analysis
About Data Analysis
The Data Analysis tool analyzes data files in CSV and JSON formats and generates insights, summaries, and statistical analysis, enabling developers to quickly understand and extract meaningful information from their data. This tool is useful when a developer needs to process and make sense of large datasets, and can be connected to various data sources and workflows. A developer would reach for this tool when they need to uncover trends, patterns, and correlations within their data.
This compact 12-word instruction set is purpose-built for developer workflow work in AI coding agents. Install with a single command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (12 words)
Analyze data files (CSV, JSON) and generate insights, summaries, and statistical analysis
Frequently Asked Questions
What is Data Analysis?
Data Analysis is a free developer workflow skill for AI coding agents. Analyze data files (CSV, JSON) and generate insights, summaries, and statistical analysis. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Data Analysis with Claude Code?
Run npx playbooks add skill tatat/agents-playground --skill data-analysis in your terminal to install Data Analysis into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Data Analysis?
Data Analysis is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Data Analysis free to use?
Yes, Data Analysis is completely free and open source. The full source is available on GitHub at https://github.com/tatat/agents-playground/tree/main/skills/data-analysis. You only need a subscription to the AI agent you use it with.
