A clear next step.
When you need one.

01 / GET YOUR FILES

Delivery and download recovery

1. Complete the Lemon Squeezy checkout for the exact skill, category, collection or ebook you want.
2. Use the download access provided after checkout and in your receipt email. Keep your receipt and access links private.
3. If the email is missing, check spam and confirm which email address you entered at checkout. If the payment appears incomplete, check the order status before purchasing again.
4. If access is missing or a link fails, email Sanjaay with the product name, order reference and purchase email. Send those details privately; omit card details, passwords and purchase keys.

Individual skills deliver guided instructional packs. Matching categories and the complete collection also include the named standalone toolkit ZIPs. Ebooks include their PDF, EPUB and companion project. Compare what is included.

02 / RUN THE SUPPLIED EXAMPLE

Start small, then adapt

1. Extract the ZIP completely. Open the README before moving files or running commands.
2. For the three standalone toolkits, install Python 3.10 or later from python.org. Their scripts use the standard library and need no API key. Run python --version, py -3 --version or python3 --version to check your command.
3. Run the documented command from the extracted toolkit folder using its synthetic fixtures and a new output folder.
4. Inspect the reports and the documented exit code. The MIS sample and RAG regression intentionally exit 1 while retaining findings; this is an expected demonstration result.
5. Only adapt the input schema, rules or thresholds after you understand the sample. Review results with an appropriate domain expert.

Ebook companion projects have their own requirements on each book page and in the README. Any optional model software, weights or API service is separate. Guided skill packs contain instructions and templates; they are not automatically installed integrations.

Inspect each toolkit demonstration ↗ · Try a free starter sample ↗

03 / ASK A USEFUL QUESTION

Product help and scope

Email product support for download problems, a missing file, a reproducible example error or a product question. Include the product and version, operating system, Python version, command and error message. A small synthetic reproduction is more useful than a private dataset.

Remove personal information, secrets, customer records and internal paths before sending logs. No response-time guarantee is advertised. Custom implementations, consulting, live deployment, ongoing updates and changes to your systems are not included in a one-time digital-product purchase.

The included fixtures demonstrate workflow behavior. They do not promise business outcomes, model accuracy or production readiness.

04 / PURCHASE QUESTIONS

Refund and billing requests

For a duplicate charge, failed delivery, incorrect purchase or other refund question, contact Sanjaay privately with your order reference, purchase email, product and a short description. You can also use the help destination in your Lemon Squeezy receipt or checkout.

A request is reviewed against the terms shown at purchase and applicable requirements. This page does not promise automatic approval or introduce a new refund period. Lemon Squeezy handles payment processing and any approved refund.

Review the Lemon Squeezy terms, the guided skills terms or ebook terms for the product you choose.

Share feedback safely

You can leave a review after trying a sample or purchase. Choose the category you bought when reviewing an included toolkit, and name the toolkit in your review. Reviews require publication consent and moderation. Optional purchase verification details remain private. Read how site data is handled.