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Notary Engine Optimizer (Internal)

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AI engine reliability for EscriAR

Software Engineering#optimization#data integrity#ai#reliability#gemini#api management
Authordiegogalmarini
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures the EscriAR system consistently uses the most powerful and accurate AI model available, preventing service outages due to unexpected changes in the Google Gemini API.

Core Features & Use Cases

  • Dynamic AI Model Selection: Automatically switches between different Gemini models (GOLD, SILVER, BRONZE) based on performance and availability.
  • Strict Data Validation: Enforces JSON output and requires source evidence for all extracted data to prevent hallucinations.
  • Self-Correction: Automatically retries failed extractions with error feedback to the AI.
  • Use Case: Guarantees that critical document analysis tasks within EscriAR always use the best available AI, ensuring data integrity and continuous operation even if one AI model experiences downtime or changes.

Quick Start

Use the Notary Engine Optimizer skill to ensure all AI extractions are validated and use the best available model.

Dependency Matrix

Required Modules

None required

Components

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: Notary Engine Optimizer (Internal)
Download link: https://github.com/diegogalmarini/EscriAR/archive/main.zip#notary-engine-optimizer-internal

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