AI Assurance Metrics Analyzer — Chrome Extension
Analyze any LLM output with 15 quality metrics. 100% local, 100% private.
- Auto-detect AI responses on ChatGPT, Claude, Gemini, Copilot, Perplexity
- Analyze any selected text on any webpage
- 15 metrics across 6 categories
- Letter grades (A-F) with detailed issues & signals
- Export detailed reports with recommendations
- 100% local — no data sent anywhere
| Category | Metrics |
|---|---|
| Quality & Truthfulness | Model Accuracy, Hallucination Rate, Groundedness |
| Fairness & Robustness | Bias/Fairness Index, Robustness Score |
| Drift & Adaptability | Data Drift Detection, Concept Drift Sensitivity |
| Transparency & Governance | Explainability Coverage, Policy Compliance |
| Security & Privacy | Security Vulnerability, Privacy Leakage |
| Operations & Impact | Human Override Rate, Reliability, Latency, Business Impact |
- Download/clone this repository
- Open
chrome://extensions/ - Enable Developer mode
- Click Load unpacked → select the folder
- Hover over any AI response → click sidemind button
- Select text anywhere → floating button appears
- Popup → Paste & Analyze any text
MIT License — free for personal and commercial use.
Created by soumen deb