Converts lab instrument outputs (PDFs, CSVs, Excel files) into Allotrope Simple Model JSON or flattened CSV for LIMS upload and data pipelines. Uses the allotropy library for native parsing when available, falls back to flexible extraction for unsupported formats. Outputs include validated ASM JSON with proper calculated data traceability, 2D CSV for systems that don't handle JSON, and exportable Python code for data engineers. The validation is intentionally soft on unknown units and techniques to stay forward compatible with Allotrope schema updates. Works well as a template you can extend with your own instrument formats or schema mappings through the references directory.
npx skills add https://github.com/anthropics/knowledge-work-plugins --skill instrument-data-to-allotrope