runtime-transform-checks
CommunityValidate variable transformations before analysis
AuthorCentaurioun
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Prevents analysis errors and misinterpretation by validating that derived variables and runtime transformations in analysis code conform to workspace semantic rules and agreed statistical treatments.
Core Features & Use Cases
- Rule-based variable checks: Verifies occl_tip handling (1–3 as Angle, 4 as infraocclusion), dmft_dmft usage as a count and its binary caries_any conversion, and runtime gene grouping thresholds.
- Script inspection for compliance: Scans specified analysis scripts to detect ordinal vs count misuse and missing runtime grouping logic, producing actionable findings.
- Use Case: Run before executing the active analysis to catch transformation mismatches that could explain numeric discrepancies or flawed statistical tests.
Quick Start
Validate occl_tip, dmft_dmft, and gene grouping in the active analysis script and return a structured JSON compliance report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: runtime-transform-checks Download link: https://github.com/Centaurioun/osteogenesis_imperfecta/archive/main.zip#runtime-transform-checks Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.