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Patrick Selamy 78243a6fb8 feat: implement fresh wallet detection algorithm (#14)
Add FreshWalletDetector class that identifies trades from fresh wallets
and generates alert signals with confidence scores.

Features:
- FreshWalletSignal dataclass with trade/wallet data and confidence
- Configurable thresholds for nonce, age, and minimum trade size
- Confidence scoring based on wallet freshness and trade characteristics
- Batch analysis support with parallel processing
- Integration with WalletAnalyzer from profiler module

Confidence scoring:
- Base: 0.5 (fresh wallet detected)
- +0.2 if nonce == 0 (brand new)
- +0.1 if age < 2 hours (very young)
- +0.1 if trade size > $10,000 (large trade)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-04 15:49:52 -05:00
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