Use This Copy Trading Bot That Outperformed Claude on Polymarket
A claimed edge system combining AI agent signals, liquidity tracking, and prediction market execution outperforming baseline Claude-driven strategies.
May 27, 2026
Everyone is optimizing Claude.
Very few are optimizing execution.
The Narrative Everyone Believes
Claude is the edge.
But real traders are doing something else:
chaining Claude outputs into execution systems
execution-gap
What This System Actually Does
Signal extraction
semantic-signal
LLMs parse narrative pressure from markets
semantic-signal
Copy execution routing
copy-flow
Trades mirror high-conviction wallets
copy-flow
Probabilistic weighting
kelly-optimization
Kelly-style sizing adjusts exposure dynamically
kelly-optimization
The Hidden Mechanism
Edge does not come from prediction.
It comes from:
routing faster than narrative decay
latency-edge
Final Shift
Claude is not the trader.
It is the signal interpreter feeding execution systems.
polyautomate.org