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 offers a comprehensive suite of tools that run entirely client-side, ensuring 100% privacy, reproducibility, and instant results (under 10ms) without requiring API keys or server transmission.
Key Features & Tools:
- Prompt Rewriter & Compiler: Refactor prompts with target compilation for models like Claude 3.5, GPT-4o, and Gemini 2.0 Flash.
- AI System Prompt Generator: Synthesize production-grade system instructions with role parameters, JSON schemas, and anti-leakage constraints.
- Prompt Quality Checker: Score prompts across 6 core dimensions (structure, memory, context, accuracy, privacy, security) using a deterministic static diagnostic rule engine.
- Prompt Length & Token Optimizer: Reduce tokens, remove fluff, and estimate multi-model costs for OpenAI, Claude, and Gemini APIs.
- Prompt Injection Scanner: Red-team prompts against multi-vector injection attacks, instruction overrides, and system leakage.
- AI Jailbreak Detector: Employ a 4-tier hybrid edge threat scanner for multi-turn activation drift detection and cryptographic attestation.
- AI Visibility & LLM Auditor: Evaluate website LLM readiness, validate
llms.txtfiles, and audit model response accuracy and hallucination risks.
Use Cases:
- Pre-Deployment Template Gate: Validate system instructions and prompt templates before production launches.
- CI/CD Quality Testing: Integrate prompt quality checks into pull requests and deployment pipelines for instant, cost-free results.
- Regulated & Privacy Workflows: Safely audit sensitive prompts (healthcare, financial, legal) with local, browser-sandbox analysis.
