# Take-home guide — Automated Sales OS

Clone buyer-channel shape: [marginmap/14ag freelancer take-home guide](https://dev.to/marginmap/the-freelancer-tax-guide-2026-what-you-actually-take-home-14ag).

After Gumroad + Stripe revenue lands, run:

```bash
python3 automated_sales_os.py --take-home gumroad-sample.csv stripe-sample.csv
```

Same promise as alannotion's Automated Sales OS: know what you actually take home before spending ad budget or treating gross deposits as profit.

Not tax advice.