# source: https://raw.githubusercontent.com/Theone029/neurogen/3d4ca7b1863e9ea2825f95cb35f8b838f0f0bbc1/golden/NeuroStrike.py
from freqtrade.strategy import IStrategy
from pandas import DataFrame
import openai

openai.api_key = "YOUR_OPENAI_API_KEY_HERE"

class Github_Theone029_neurogen__NeuroStrike__20250302_214922(IStrategy):
    timeframe = '5m'
    minimal_roi = {"0": 0.02}
    stoploss = -0.015
    trailing_stop = True
    trailing_stop_positive = 0.005
    trailing_stop_positive_offset = 0.015
    use_custom_stoploss = False
    process_only_new_candles = True
    startup_candle_count = 50

    def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        return dataframe

    def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        dataframe.loc[:, 'buy'] = 0
        dataframe.loc[
            (dataframe['close'] > dataframe['open']),
            'buy'
        ] = 1
        return dataframe

    def populate_sell_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        dataframe.loc[:, 'sell'] = 0
        dataframe.loc[
            (dataframe['close'] < dataframe['open']),
            'sell'
        ] = 1
        return dataframe