> **Source**: `../role-data-scientist/SKILL.md` > > This file is a reference. The main skill definition is in the `.claude/skills/` directory.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add ilandahan/AID --skill data-scientist --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Data Scientist?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/ilandahan-data-scientist)More formats (shields.io, HTML) on the badges page.
# Data Scientist Role Skill
> **Source**: `../role-data-scientist/SKILL.md`
>
> This file is a reference. The main skill definition is in the `.claude/skills/` directory.
## Quick Reference
**Role**: Data Scientist
**Focus**: Data pipelines, ML models, RAG/CAG, prompt engineering, analytics, observability, governance, responsible AI
### Phase Focus
| Phase | Focus | Key Output |
|-------|-------|------------|
| Discovery | Data landscape, ML feasibility | Data audit, feasibility analysis, risk notes |
| PRD | Data requirements, metrics | Requirements doc, success metrics, evaluation plan |
| Tech Spec | ML architecture, pipelines | Architecture doc, data schemas, RAG design |
| Development | Implementation, training | Pipelines, models, prompts, evaluation results |
| QA & Ship | Validation, monitoring | Validation report, dashboards, model cards |
## Cumulative Learnings
See `cumulative.md` for project-specific learnings captured by the memory system.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
This skill helps you track, analyze, and report on keyword ranking positions over time. It monitors both traditional SERP rankings and AI/GEO visibility to provide comprehensive search performance insights.
