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data-scientist

verified

Statistical modeling and business analytics expert. A/B testing, causal inference, customer analytics (CLV, churn, segmentation), time series forecasting. Activates for EDA, statistical analysis, hypothesis testing, regression, cohort analysis, demand forecasting, experiment design, data analysis, exploratory data analysis, pandas, numpy, matplotlib, seaborn, plotly, jupyter notebook, correlation, distribution, outliers, data cleaning, data visualization, dashboard, metrics, KPIs, business intelligence, BI, SQL analysis, pivot tables, aggregation, group by, window functions, customer lifetime value, retention analysis, funnel analysis, conversion rate, statistical significance, p-value, confidence interval.

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Marketplace

specweave

anton-abyzov/specweave

Plugin

sw-ml

development

Repository

anton-abyzov/specweave
27stars

plugins/specweave-ml/skills/data-scientist/SKILL.md

Last Verified

January 25, 2026

Install Skill

Select agents to install to:

Scope:
npx add-skill https://github.com/anton-abyzov/specweave/blob/main/plugins/specweave-ml/skills/data-scientist/SKILL.md -a claude-code --skill data-scientist

Installation paths:

Claude
.claude/skills/data-scientist/
Powered by add-skill CLI

Instructions

## ⚠️ Chunking Rule

Large analyses (EDA + modeling + visualization) = 800+ lines. Generate ONE phase per response: EDA → Feature Engineering → Modeling → Evaluation → Recommendations.

Validation Details

Front Matter
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Valid Name Format
Valid Description
Has Sections
Allowed Tools
Instruction Length:
183 chars

Issues Found:

  • short_instructions_183