This skill automates the complex process of transforming proprietary laboratory instrument output files—including CSV, Excel, TXT, and PDF formats—into the industry-standard Allotrope Simple Model (ASM). It helps scientists and data engineers standardize data from various vendors like Beckman, Agilent, and Thermo Fisher, facilitating seamless uploads to LIMS, data lakes, and ELNs. By providing full semantic JSON, flattened CSVs, and exportable Python parser code, it bridges the gap between raw lab measurements and production-ready data pipelines while ensuring ontological consistency and data traceability.
주요 기능
01Auto-detection of instrument types and vendor-specific data formats
02Generation of flattened 2D CSVs for easy LIMS and Excel imports
03Production-ready Python code export for data engineering handoffs
04147 GitHub stars
05Conversion to full semantic ASM JSON with ontology URI mapping
06Automated validation against Allotrope ASM schema specifications
