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Choose visual checks that match the inspected data.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Compare scientific variables with units, ranges, and quality caveats.
Inspect dataset structure before analysis or visualization.
Evaluate data quality from observed structure and summary evidence.
Route dataset questions to structure, analysis, or visualization experts.
Choose a plot that confirms numeric conversion integrity.
Classify scientific dtype conversions by loss and safety risk.
| name | recommend_visual_checks |
| title | Recommend Visual Checks |
| description | Choose visual checks that match the inspected data. |
Use this skill when a dataset needs visual review. Match the plot type to the data: histograms for distributions, scatter plots for paired numeric fields, line plots for time or ordered dimensions, maps for spatial coordinates, and heatmaps for gridded arrays.
Recommend only visualizations that can be backed by available variables.
