AIQualityHQ

AIQualityHQ is a free, browser-native toolkit designed for AI developers, QA teams, and prompt engineers to measure, improve, and trust every AI interaction. It provides a deterministic, client-side engine that runs entirely in the user's browser, ensuring 100% privacy, zero API costs, and instant results under 10ms.

• Prompt Rewriter & Compiler: Refactor and compile prompts for optimal performance on Claude, Gemini, and GPT models.
• System Prompt Generator: Synthesize production-grade LLM system prompts with role parameters, JSON schemas, and anti-leakage constraints.
• Prompt Checker: Score prompts across six core dimensions — structure, memory & state, context grounding, trust & accuracy, PII & privacy, and security & safety — with diagnostic rule analysis.
• Prompt Optimizer: Reduce token length and estimate multi-model cost savings through heuristic trimming.
• Injection Scanner: Detect multi-vector prompt injection and red-teaming threats, including DAN jailbreak patterns.
• AI Jailbreak Detector: Perform 4-tier hybrid edge threat scanning with sub-25ms response times and cryptographic attestation.
• AI Auditor: Audit LLM response accuracy, test automation execution, and validate llms.txt standards for enterprise readiness.

The tool is ideal for pre-deployment validation, CI/CD pipeline integration, and regulated industries (healthcare, finance, legal) where data must never leave the device. By replacing LLM-based prompt graders with a deterministic rules engine, AIQualityHQ eliminates variability, latency, and data exposure risks.