Sub-skill of instrument-data-allotrope: Output Format Selection.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add vamseeachanta/workspace-hub --skill output-format-selection --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: instrument-data-allotrope-output-format-selection
description: 'Sub-skill of instrument-data-allotrope: Output Format Selection.'
version: 1.0.0
category: science
type: reference
scripts_exempt: true
---
# Output Format Selection
## Output Format Selection
**ASM JSON (default)** - Full semantic structure with ontology URIs
- Best for: LIMS systems expecting ASM, data lakes, long-term archival
- Validates against Allotrope schemas
**Flattened CSV** - 2D tabular representation
- Best for: Quick analysis, Excel users, systems without JSON support
- Each measurement becomes one row with metadata repeated
**Both** - Generate both formats for maximum flexibility
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This skill helps you track, analyze, and report on keyword ranking positions over time. It monitors both traditional SERP rankings and AI/GEO visibility to provide comprehensive search performance insights.
