Individual skill
lab-unit-harmonization
Comprehensive clinical laboratory data harmonization for multi-source healthcare analytics. Convert between US conventional and SI units, standardize numeric formats, and clean data quality issues. This skill should be used when you need to harmonize lab values from different sources, convert units for clinical analysis, fix formatting inconsistencies (scientific notation, decimal separators, whitespace), or prepare lab panels for research.
tasks/lab-unit-harmonization/environment/skills/lab-unit-harmonization/SKILL.md
Source commit f860ecf02ef53412a030f8661c83d644b739ff01
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 3, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,903
- Repository last updated
- Nov 4, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- benchmark Repository topic
- skillsbench Repository topic
- data Derived category
- research Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
Read excerpt
# Lab Unit Harmonization
## Overview
Lab Unit Harmonization provides techniques and references for standardizing clinical laboratory data from multiple sources. Real-world healthcare data often contains measurements in different units, varying decimal and numeric formats, and data entry inconsistencies that must be resolved before analysis.
This skill covers:
- **Unit Conversion**: Converting between US conventional and SI units
- **Format Standardization**: Handling scientific notation, decimal formats, whitespace
- **Data Quality Assessment**: Identifying and quantifying data issues
- **CKD-Specific Labs**: Complete reference for chronic kidney disease-related lab features
## When to Use This Skill
