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data-analyst-prompter

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Reliable data analysis driven by code execution.

Data & Analytics#python#data#pandas#EDA#analyze#code-execution
Authorliangdabiao
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the risk of unreliable data analysis by enforcing code execution and injecting structured metadata to guide AI reasoning.

Core Features & Use Cases

  • Code-Execution Mandate: Force the AI to generate and run Python code (Pandas) for all calculations, ensuring reproducible results.
  • Schema Injection: Provide a data schema upfront to prevent misinterpretation of columns or units.
  • EDA-First Workflows: Start with exploratory data analysis before answering business questions.
  • Workflow Automation: Automate data cleaning, transformation, and basic analytics pipelines.

Quick Start

To begin, provide a CSV file and ask the AI to perform a data quality check and compute basic statistics using code execution.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: data-analyst-prompter
Download link: https://github.com/liangdabiao/skill-ten-prompt-generator/archive/main.zip#data-analyst-prompter

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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