---
name: docxology/template-data-descriptor
source: https://app.decimal.ai/s/docxology-template-data-descriptor@1/SKILL.md
source_sha256: f9a298799e01
---

# template-data-descriptor

Load this skill when working inside `projects/templates/template_data_descriptor/`.

## When to Use

- Creating or reviewing a dataset descriptor project.
- Validating schema, file inventory, provenance, and license boundaries.
- Forking a FAIR data-paper scaffold.

## Quick Reference

```bash
uv run pytest projects/templates/template_data_descriptor/tests --cov=projects/templates/template_data_descriptor/src --cov-fail-under=90
uv run python scripts/pipeline/stage_01_test.py --project templates/template_data_descriptor --project-only
```

## Pitfalls

- Keep claims about the data package, not unsupported scientific effects.
- Do not commit restricted raw data to this public exemplar.
- Regenerate figure provenance through `scripts/generate_figures.py`; it emits
  `output/figures/figure_registry.json` only for a complete five-figure run.