Menu
Inspect reference sequence composition before quality claims.
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.
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.
| name | inspect_reference_composition |
| title | Inspect Reference Composition |
| description | Inspect reference sequence composition before quality claims. |
Use this skill before answering reference-quality questions. Inspect sequence counts, lengths, GC content, ambiguity, contig naming, and metadata.
Do not infer organism, build, or assembly quality beyond the observed evidence.
