AI Intent Indicator for Android Autor: Libor Benes

AI Intent Indicator for Android is a Firefox Mobile browser extension that performs deterministic, rule-based analysis of linguistic intent indicators in AI-related text.

Critical Distinction: This tool highlights linguistic indicators, it does not detect, infer, or classify intent. The name "Indicator" (not "Detector") is deliberate and precise.

Mobile-Optimized Features:
• Touch-optimized interface with larger buttons.
• Responsive design for all screen sizes.
• Mobile clipboard integration.
• Offline operation (no internet required).
• Secure, privacy-focused mobile implementation.

What This Mobile Tool Does:
• Accepts text input for on-the-go analysis.
• Detects linguistic INDICATORS using explicit pattern matching.
• Highlights indicators with color coding across 6 categories.
• Counts occurrences per category with mobile-friendly display.
• Works fully offline with no external dependencies.
• Uses deterministic pattern matching (NO machine learning).
• Supports export of highlighted text from mobile devices.

Six Analysis Categories:
1. Instruction (Blue): Direct commands and procedures.
2. Obligation (Red): Mandatory requirements and duties.
3. Suggestion (Purple): Recommendations and options.
4. Uncertainty (Green): Hesitation and possibilities.
5. Warning (Orange): Cautions and risks.
6. Prohibition (Gold): Restrictions and avoidance.

What This Tool Does NOT Do:
• Does NOT detect, infer, or classify intent.
• Does NOT interpret or understand meaning.
• Does NOT judge text quality or effectiveness.
• Does NOT predict AI behavior or responses.
• Does NOT use AI or machine learning inference.

🔒 Security-First Mobile Design:
• 100% offline: No internet connection required.
• No data collection: Your text never leaves your mobile device.
• No tracking: Zero analytics or telemetry.
• Minimal permissions: Only essential clipboard access.
• Secure implementation: Safe DOM methods only.
• Local processing: All analysis happens on your device.

Target Audience for Mobile:
• AI prompt engineering: Reviewing prompt structure during mobile work.
• AI governance: Analyzing policies and guidelines on-the-go.
• Content review: Assessing AI-generated text from mobile devices.
• Security analysis: Identifying command language during field work.
• Research: Studying linguistic patterns in AI communication.

Pattern Coverage:
The tool recognizes 700+ linguistic patterns each in multiple forms in U.S. English:
• 250+ Instruction patterns with word forms.
• 90+ Obligation patterns with word forms.
• 80 Suggestion patterns with word forms.
• 95 Uncertainty patterns with word forms.
• 130+ Warning patterns with word forms.
• 105 Prohibition patterns with word forms.

Limitations and Caveats:
• Indicators, not intent detection: Highlights linguistic INDICATORS to assist human review.
• Static, rule-based analysis: Evaluates visible wording only.
• Ambiguity inherent in language: Some indicators may be missed or overlap.
• No guarantees of completeness: Use as a starting point for review.

Technical Details:
• Size: 107 KB.
• Security: No dangerous functions, secure DOM manipulation.
• Responsive: Adapts to phone and tablet screens.

Perfect for professionals who need to analyze AI-related text while on the move, with rigorous standards.