AIQualityHQ

AIQuality HQ is a free, deterministic AI prompt quality analysis platform designed for prompt engineers, AI developers, and engineering teams. It evaluates AI prompt templates across six core dimensions—Structure, Memory & State, Context Grounding, Trust & Accuracy, PII & Privacy, and Security & Safety—delivering instant quality scores (0–100) and actionable fix recommendations.

Key Features & Highlights:

Instant Analysis: Runs structural heuristics and rule-based checks locally in under 10ms with zero paid API calls.

100% Client-Side Privacy: All prompt evaluations process entirely within your browser using client-side JavaScript. Proprietary prompts, healthcare data, or sensitive financial information are never transmitted to external servers.

6-Dimension Quality Engine: Scans for missing role definitions, prompt injection vulnerabilities, output boundary issues, PII exposure, and context grounding gaps.

Actionable Diagnostics: Provides pass/fail rule status alongside direct optimization suggestions to refine prompt structure before deployment.

Workflow Friendly: Ideal for pre-deployment verification and automated testing pipelines where deterministic consistency, speed, and privacy are essential.