JSON Validation Skill

Overview

This skill provides utilities for validating JSON outputs against Pydantic schemas to ensure data integrity and schema compliance. It handles LLM output parsing, JSON extraction, and detailed error reporting.

When to Use

Use this skill to:

• Validate agent outputs before accepting them
• Parse JSON from LLM text responses (handles embedded JSON)
• Ensure schema compliance for TableOfContents, ClinicalSummary, TreatmentPlan
• Get detailed validation error messages
• Enforce data constraints (offsets, citations, confidence scores)

Installation

IMPORTANT: This skill has its own isolated virtual environment (.venv) managed by uv. Do NOT use system Python.