AIQualityHQ: Measure, Improve, and Trust Every AI Interaction
AIQualityHQ is a free, browser-native toolkit designed for AI developers, QA teams, and prompt engineers. It provides a suite of seven production-grade tools that run entirely client-side, ensuring 100% privacy and reproducibility. The core engine uses deterministic static analysis to evaluate prompts across six dimensions: structure, memory & state, context grounding, trust & accuracy, PII & privacy, and security & safety.
Key Features
- Prompt Quality Checker: Scores prompts on a 0-100 scale with detailed diagnostics.
- Prompt Rewriter & Compiler: Refactors prompts for specific LLMs (Claude, GPT, Gemini).
- System Prompt Generator: Synthesizes production-grade system instructions with role parameters and anti-leakage constraints.
- Length & Token Optimizer: Reduces token usage and estimates cost savings across models.
- Prompt Injection Scanner: Detects multi-vector injection attacks, DAN jailbreaks, and system leakage.
- AI Jailbreak Detector: Enterprise-grade threat scanner with 4-tier hybrid edge analysis.
- AI Auditor: Evaluates LLM response accuracy and website LLM readiness (llms.txt).
Use Cases
- Pre-Deployment Template Gate: Validate prompts before launching features.
- CI/CD Quality Testing: Integrate prompt checks into pipelines with zero API costs.
- Regulated & Privacy Workflows: Audit prompts in healthcare, finance, or legal without data leaving the browser.
AIQualityHQ is free, requires no signup or API key, and delivers results in under 10ms. It is ideal for teams shipping LLM features who need deterministic, private, and instant prompt validation.
