# Simulation

Root for Hermes-MCP simulation and replay experiments.

## Pipeline
1. download raw archives,
2. preprocess into canonical input CSV,
3. run replay / analysis on the prepared input only.

## Download raw Binance data
```bash
python3 simulation/download_candles.py \
  --symbol XRPUSDT \
  --interval 1m \
  --start 2024-01-01T00:00:00Z \
  --end 2024-02-01T00:00:00Z
```

## Preprocess into test input
```bash
python3 simulation/prepare_candles.py \
  --symbol XRPUSDT \
  --interval 1m
```

## Replay Hermes
```bash
python3 simulation/run_replay.py \
  --candles simulation/data/prepared/XRPUSDT/1m/XRPUSDT-1m.csv \
  --symbol XRPUSDT \
  --base XRP \
  --quote USDT
```