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Inspect dataset structure before analysis or visualization.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | inspect_dataset_structure |
| title | Inspect Dataset Structure |
| description | Inspect dataset structure before analysis or visualization. |
Use this skill before answering questions about an unfamiliar scientific data file. Identify file type, groups or tables, variable names, dimensions, row counts, data types, coordinate fields, units, and obvious metadata.
Return a compact structure summary and recommend the next expert only after the available data surface is clear.
Compare scientific variables with units, ranges, and quality caveats.
Evaluate data quality from observed structure and summary evidence.
Choose visual checks that match the inspected data.
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.
