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Signal 5: ManifoldClient queries Manifold Markets API for a matching binary market by keyword overlap (threshold 0.25) and applies a log-odds adjustment proportional to the divergence from the Polymarket prior. manifold_log_adj = (log_odds(manifold_prob) - log_odds(prior)) × 0.6 A 30pp divergence (Manifold 0.75 vs Poly 0.45) produces edge_gross ≈ 0.19, clearing the politics far-horizon regime_min=0.12 after costs. Confidence boosted +0.08 when Manifold match found. Per-feature observability: every SKIP_EDGE_NET and TRADE log line now includes fg=±X.XXX mom=±X.XXX mfld=±X.XXXX news=±X.XXXX so the contribution of each signal to edge is auditable per market. Files: bot/data/manifold.py (new), bot/strategy/bayesian.py, bot/main.py Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Polymarket trading bot
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