data_card
Synthesize a data brief for a source, detailing critical issues, cleaning steps, modeling concerns, and suggested next actions to prepare data for modeling.
Instructions
Synthesize a paste-ready brief about source_id.
Either runs `run_eda deep` fresh or, if `run_id` is provided, reuses that
artifact. Returns a Markdown document by default with sections: Bottom
Line · Critical Issues · Cleaning Steps · Modeling Concerns · Compliance &
Sharing · What's Missing · How to Load · Suggested Next Actions.
audience ∈ {auto, ml, analyst, engineer} — controls section ordering and
emphasis. The Markdown is the primary output for chat UIs. The structured
per-section breakdown is omitted by default (same content as `markdown`,
doubles response size); set `include_sections=True` if you need it
programmatically. The full structured data is always in the artifact.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| hints | No | ||
| format | No | markdown | |
| run_id | No | ||
| audience | No | auto | |
| source_id | Yes | ||
| include_sections | No |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||