ExchangeFeeConfig in AccountState:
taker_rate, maker_rate, lot_step, tick_size, funding_interval_secs
calibration_ratio: EMA of actual/expected, updated on every fill
Kernel now predicts fees at fill time (PREDICTED_FILL event):
k_capital updated immediately without waiting for WS FILL_SETTLED
When actual fee arrives, prediction is replaced and ratio recalibrated
Reconcile delta: 0.000000 (was ~0.9 USDT in canary without prediction)
Calibration loop on connect():
Fetches recent fill history, validates model vs exchange actuals
deviation < 1pct -> OK; < 5pct -> WARN; >= 5pct -> ERROR (pre-trade gate)
New FFI: dita_kernel_set_exchange_config_json, dita_kernel_calibrate_fee_json
New ExecutionKernel methods: set_exchange_config(), calibrate_fee()
pink_direct.py: loads BingX fee config on connect, calibrates before stream
131/131 offline pass.
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