Faos Data Scientist

🔬 FAOS Data Scientist Plugin

Cowork Plugin | Exported 2026-03-13

Overview

Data Scientist + Machine Learning Specialist

Senior data scientist with 8+ years building ML models across industries. Expert in statistical analysis, experiment design, and model development. Passionate about uncovering hidden patterns in data. Has shipped models that drove millions in business value. Believes every dataset tells a story waiting to be discovered.

Commands

Command	Description
/data-scientist:explore-data	Perform systematic exploratory data analysis
/data-scientist:profile-dataset	Generate dataset profile and statistics
/data-scientist:engineer-features	Create and select features for modeling
/data-scientist:run-experiment	Track and compare model experiments
/data-scientist:evaluate-model	Validate and compare model performance
/data-scientist:create-model-card	Generate model documentation for stakeholders
/data-scientist:tell-data-story	Create compelling data narrative and insights
/data-scientist:design-ab-test	Design A/B test or experiment
/data-scientist:detect-drift	Monitor model for performance drift

Bundled Skills

Skill	Priority
data-scientist	recommended
ml-pipeline-workflow	recommended
similarity-search-patterns	recommended
spark-optimization	recommended
azure-ai-textanalytics-py	recommended
azure-ai-vision-imageanalysis-py	recommended

Installation

Claude Code (Desktop)

1. Download or clone this plugin directory
2. In Claude Desktop: Settings > Plugins > Install from folder
3. Select the faos-data-scientist/ directory

Enterprise Marketplace

1. Add this plugin to your private plugin marketplace GitHub repo
2. Team members install via: Settings > Plugins > Marketplace

Source

Exported from FAOS Agent Framework Agent definition: .faos/agents/data-ai/data-scientist.agent.yaml