import pandas as pd

INPUT_FILE = "potential_testers_processed.xlsx"

if __name__ == "__main__":
    df = pd.read_excel(INPUT_FILE)

    good_fits = df[df['is_good_fit'] == True][['username', 'generated_message']]
    OUTPUT_FILE = "good_fits.csv"
    good_fits.to_csv(OUTPUT_FILE, index=False)

    print(f"✅ Saved {len(good_fits)} qualified users to {OUTPUT_FILE}")