humanSign/TEST_NOW.sh at main · b0sc/humanSign · GitHub

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#!/bin/bash

echo "🎉 HUMANSIGN AI DETECTION - READY TO TEST!"
echo ""
echo "✅ Fixed: OpenRouter/Trinity AI detection"
echo "✅ Method: Burst pattern synthesis (3-5ms timing)"
echo "✅ Extension rebuilt successfully"
echo ""
echo "═══════════════════════════════════════════════════════════"
echo "QUICK TEST STEPS:"
echo "═══════════════════════════════════════════════════════════"
echo ""
echo "1️⃣  Start Backend Server:"
echo "   cd server && ./start.sh"
echo ""
echo "2️⃣  Start Web App:"
echo "   cd web && npm run dev"
echo ""
echo "3️⃣  Load Extension:"
echo "   - Open chrome://extensions"
echo "   - Click 'Load unpacked'"
echo "   - Select: client/dist"
echo ""
echo "4️⃣  Test AI Detection:"
echo "   - Open http://localhost:3000"
echo "   - Click extension → 'Start Tracking'"
echo "   - Type: 'Write a function to'"
echo "   - Wait 2 seconds (AI suggestion appears)"
echo "   - Press TAB to accept"
echo "   - Check console for: 'Synthesized X AI keystrokes'"
echo "   - Click 'Verify' → Should detect AI!"
echo ""
echo "═══════════════════════════════════════════════════════════"
echo "EXPECTED RESULTS:"
echo "═══════════════════════════════════════════════════════════"
echo ""
echo "✅ Console: 'Synthesized X AI keystrokes with 3-5ms timing'"
echo "✅ Verdict: 'AI BURST DETECTED' or 'AI ASSISTED'"
echo "✅ Confidence: 80-95%"
echo "✅ Burst detected: true"
echo "✅ Detection signals: ['burst_detected', 'ml_non_human', 'volume_suspicious']"
echo ""
echo "═══════════════════════════════════════════════════════════"
echo "FILES CHANGED:"
echo "═══════════════════════════════════════════════════════════"
echo ""
echo "✅ server/app/api/routes/verification.py - Hybrid verification"
echo "✅ server/app/services/ml_inference.py - Better error handling"
echo "✅ server/app/services/feature_extractor.py - Burst detection"
echo "✅ client/src/content/keystroke-tracker.ts - AI burst synthesis"
echo "✅ ml/models/*.onnx - Retrained model (21 features)"
echo ""
echo "═══════════════════════════════════════════════════════════"
echo ""
echo "🚀 Start testing now!"
echo ""