AIQualityHQ — Free AI Prompt Quality Checker
AIQualityHQ is a deterministic, client-side prompt analysis platform designed for prompt engineers, developers, and AI teams. It evaluates prompt templates across six core dimensions to identify vulnerabilities, structural flaws, and hallucination risks before deploying prompts into production.
Key Features
- ⚡ Deterministic Engine (<10ms): Instant static analysis and rule-based evaluation with zero LLM API dependency or randomness.
- 🔒 100% Client-Side Privacy: All evaluations run locally in your browser. No prompt text, context, or personal data is transmitted to external servers.
- 🛡️ Security & Safety Scanning: Detects potential prompt injection vectors, missing output boundary constraints, and unescaped PII variables.
- 🛠️ Actionable Fix Suggestions: Delivers instant, rule-specific optimization recommendations and structural diffs.
Core Quality Dimensions Analyzed
- Prompt Structure: Formatting boundaries, persona/role definitions, task instructions, and constraints.
- Memory & State: Efficiency of state tracking and chat history management.
- Context Grounding: Document retrieval limits, citations, and reference grounding rules.
- Trust & Accuracy: Hallucination flags, grounding gaps, and output consistency checks.
