analyze

分类: 开发与编程 | 上传者: ash-ai-org | 下载: 0 | 版本: v1.0（最新）

通过编写和运行 Python 脚本来分析数据。可以生成示例数据、处理 CSV、计算统计数据以及创建图表。

更新日志: Source: GitHub https://github.com/ash-ai-org/ash-ai

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📄 SKILL.md 1.1 KB

SKILL.md

---
name: analyze
description: Analyze data by writing and running Python scripts. Can generate sample data, process CSVs, compute statistics, and create charts.
use_when: User asks to analyze data, compute statistics, process a dataset, create charts, or do quantitative analysis
allowed-tools: Bash(./scripts/*), Bash(python3:*), Bash(pip:*), Read, Write
---

# Analyze

Run data analysis using Python scripts and the helper tools in `scripts/`.

## Process

1. Understand what data to analyze — use provided files or generate sample data
2. Use `./scripts/csv-stats.sh <file>` for quick CSV overview if applicable
3. Write a Python script for deeper analysis
4. Run the script and capture results
5. If charts are needed, use `./scripts/chart.py` or write matplotlib code
6. Save the full analysis to `analysis.md`
7. Print the key findings

## Available Tools

- `./scripts/csv-stats.sh <file>` — Quick row count, column names, basic stats
- `./scripts/chart.py <csv> <x-col> <y-col> <output.png>` — Generate a chart
- Python 3 with standard library (csv, json, math, statistics, etc.)
- Install packages with `pip install` if needed (pandas, matplotlib, numpy)

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analyze

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SKILL.md

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