forecast-output-safety-validator

Community

Validate and sanitize health AI forecasts, ensuring safety and reliability.

Authorruskibeats
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a safety validator for meal forecast outputs in health AI applications, preventing unauthorized dosing advice, ensuring the integrity of structured data, and maintaining the educational nature of forecasts.

Core Features & Use Cases

  • Safety Validation: Blocks dosing advice and checks structured data for compliance.
  • Narrative Sanitization: Removes or replaces harmful content in narratives, preserving educational insights.
  • Confidence Bound Checking: Ensures confidence levels align with evidence reliability.
  • Use Case: For instance, before providing glucose impact predictions, this Skill would prevent dosing recommendations and verify the confidence of the prediction aligns with available data.

Quick Start

Use the forecast-output-safety-validator skill to validate a meal forecast output, ensuring it adheres to safety and educational guidelines.

Dependency Matrix

Required Modules

regexpandas

Components

scriptsreferences

💻 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: forecast-output-safety-validator
Download link: https://github.com/ruskibeats/t1d/archive/main.zip#forecast-output-safety-validator

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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