# Data science plugin

Analyst-first data science: question framing, exploratory analysis, decision-ready insights.

## Installation

```bash
/add-plugin data-science
```

## Components

### Skills

| Skill | Description |
|:------|:------------|
| `run-data-science-cycle` | Run a structured analysis loop from question framing through validated findings |
| `review-analysis-results` | Stress-test analysis conclusions, uncertainty, and caveats before stakeholder readout |
| `run-analysis` | Execute an analyst-first workflow from question framing through validated findings |
| `draft-analysis-readout` | Convert validated findings into a stakeholder-ready readout with caveats and recommendations |

### Rules

| Rule | Description |
|:-----|:------------|
| `notebook-and-analysis-formatting` | Notebook and script formatting guardrails for readable, reproducible analysis |
| `analysis-quality-gates` | Quality checks for metric correctness, segmentation depth, and evidence-backed recommendations |

## License

MIT