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claude-code-data-science-team
This project leverages Claude Code’s powerful agent capabilities to build a multi-agent system that simulates the real-world collaboration process of a data science team. Through the division of labor among AI agents with different areas of expertise, the system delivers a complete end-to-end data science solution—from
30stars
4forks
Python
agentclaude-codedata-sciencemulti-agent-systemsprompt-engineeringpythonvibe-coding
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
AI summary
Auto-generated overview of what this skill does and when to reach for it.
A multi-agent AI system that automates end-to-end data science workflows by simulating a real data science team's collaboration.
Use this when
- You need a complete data analysis without manual coding
- You want standardized reports and visualizations automatically generated
- You're exploring datasets but lack time for EDA
- You need reproducible pipelines for model training and evaluation
- You want to simulate team collaboration for planning data projects
Don't use when
- You need custom model architectures beyond standard libraries
- You require real-time data streaming or streaming analytics
- You're working with non-tabular data like images or text directly
Capabilities
- Simulates 5 specialized AI agents (director, data engineer, analyst, ML scientist, writer)
- Automates sequential pipeline from raw data to final report
- Generates standardized project directories with data/raw and data/processed folders
- Produces executable Jupyter notebooks and Markdown reports
- Handles data cleaning, feature engineering, and model training automatically
- Follows industry-standard project structure and code organization
Install
Universal installANY TOOL
$ npx skillcity@latest HungHsunHan/claude-code-data-science-teamAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Prefer to set it up by hand? Clone the repository:
git clone https://github.com/HungHsunHan/claude-code-data-science-team.git
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