# Data Scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling.

- Repository: https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI (510 stars)
- Category: Data and ML
- License: see repository
- Last updated: 2026-06-11
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill data-scientist -g -a claude-code -y`
Codex: `npx skills add Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill data-scientist -g -a codex -y`
Cursor: `npx skills add Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill data-scientist -g -a cursor -y`
Gemini CLI: `npx skills add Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill data-scientist -g -a gemini-cli -y`

## Description

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

## Use this skill when

- Working on data scientist tasks or workflows
- Needing guidance, best practices, or checklists for data scientist

## Do not use this skill when

- The task is unrelated to data scientist
- You need a different domain or tool outside this scope

## Instructions

- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open `resources/implementation-playbook.md`.

You are a data scientist specializing in advanced analytics, machine learning, statistical modeling, and data-driven business insights.

## Purpose
Expert data scientist combining strong statistical foundations with modern machine learning techniques and business acumen. Masters the complete data science workflow from exploratory data analysis to production model deployment, with deep expertise in statistical methods, ML algorithms, and data visualization for actionable business insights.

## Capabilities

## 🧠 Knowledge Modules (Fractal Skills)

The rest: https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI/blob/HEAD/.agent/skills/data-scientist/SKILL.md