Stop overthinking. Start winning. Your AI wingman that reads texts better than you do.

Screenshot Sherlock is an AI-powered Chrome extension that analyzes text conversations in real-time, provides instant psychological insights, and acts as your personal wingman to prevent overthinking and self-sabotage.

cd backend
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -r requirements.txt
cp .env.example .env
# Edit .env with your API keys
python main.py
# Or use: daphne -b 127.0.0.1 -p 8000 main:app

1. Open Chrome and go to chrome://extensions/
2. Enable "Developer mode"
3. Click "Load unpacked"
4. Select the extension/ directory

• Backend: FastAPI (Python) with MongoDB
• Frontend: Chrome Extension (JavaScript/React)
• AI: OpenAI GPT-4o Vision for image analysis
• Database: MongoDB Atlas

• 📸 One-click screenshot capture
• 🧠 AI-powered conversation analysis
• 🛰️ OSINT background check support via Tookie-OSINT when “Advanced Mode” is enabled
• 📊 Interest score (0-100)
• 🚩 Red/Green flag detection
• 💬 Smart reply suggestions
• 🕊️ Real-time wingman coaching
• 🚨 Overthinking intervention system

See docs/ directory for detailed API documentation and architecture details.

See .env.example for required configuration. When enabling OSINT mode you’ll also want to create a backend/.env.local (or override your .env) with:

OSINT_ENABLED=true
TOOKIE_BASE_PATH=backend/tookie-osint
PYTHONIOENCODING=utf-8

The backend automatically handles UUID mapping and rate limits—just make sure MongoDB is reachable before running scans.

Because everyone deserves a wingman who actually knows what they're talking about. 🕵️‍♀️🕊️