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instrument-data-to-allotrope

Convert laboratory instrument files to Allotrope Simple Model JSON.

Updated Aug 23, 2026
Search Tags:#data engineering#data standardization#asm#allotrope#instrument data#lims integration
One-click install
npx skills add https://github.com/fuww/knowledge-work-plugins --skill instrument-data-to-allotrope-fuww
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: instrument-data-to-allotrope
Source: https://github.com/fuww/knowledge-work-plugins/tree/main/archived/bio-research/skills/instrument-data-to-allotrope
Command: npx skills add https://github.com/fuww/knowledge-work-plugins --skill instrument-data-to-allotrope-fuww

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires allotropy, pandas, openpyxl, pdfplumber, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the conversion of raw laboratory instrument output files into the standardized Allotrope Simple Model (ASM) JSON format, streamlining data integration into LIMS, data lakes, and downstream analysis pipelines.

Core Features & Use Cases

  • Multi-format Support: Handles common instrument output files like PDF, CSV, Excel, and TXT.
  • ASM JSON Generation: Produces fully compliant ASM JSON for semantic data standardization.
  • Flattened CSV Output: Creates a 2D tabular CSV for easy import into systems without native JSON support.
  • Parser Code Export: Generates production-ready Python scripts for data engineers to parse proprietary formats.
  • Auto-detection: Intelligently identifies instrument types to select the correct parsing strategy.
  • Use Case: Convert daily cell counter reports into a standardized ASM JSON format for upload to your company's LIMS system, ensuring data consistency and compliance.

Quick Start

Convert the attached file 'cell_count_report.xlsx' to ASM JSON format.

Frequently Asked Questions about instrument-data-to-allotrope

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert laboratory instrument data to Allotrope Simple Model (ASM) JSON format?▼

To convert laboratory instrument data to ASM JSON, this Skill auto-detects instrument types and parses raw output files into compliant Allotrope Simple Model JSON format for LIMS integration and downstream analysis.

What is the best way to standardize lab instrument PDF and Excel reports for a data lake?▼

The best way to standardize lab instrument PDF and Excel reports for a data lake is to automate conversion into Allotrope Simple Model JSON, ensuring semantic data consistency and compliance across downstream pipelines.

Can I generate Python parser code for proprietary instrument data formats?▼

Yes, you can generate Python parser code for proprietary instrument data formats, as this Skill produces exportable, production-ready Python scripts for data engineers to parse laboratory outputs.

Does this tool support converting instrument data to flattened CSV for LIMS integration?▼

Yes, this tool supports converting instrument data to flattened CSV for LIMS integration by creating a 2D tabular CSV output for easy import into systems without native JSON support.

How does auto-detection of instrument types work for laboratory data standardization?▼

Auto-detection of instrument types works by intelligently identifying the instrument source from the output file to automatically select the correct parsing strategy for ASM JSON conversion.

What file formats are supported for converting lab data to ASM JSON?▼

Supported file formats for converting lab data to ASM JSON include PDF, CSV, Excel, and TXT, which are parsed and standardized into Allotrope Simple Model JSON output.

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