How Grow AI Skills creates and verifies tutorials.

First-hand testing

Tool tutorials must identify what was tested, when it was tested, and which version or interface was used. Screenshots and example outputs should come from the documented test whenever possible.

Verification of claims

Decision-critical claims about product behavior, policies, pricing, research, or standards link to a direct source near the relevant statement. Source records are kept with each article for review and updates; the page does not repeat them in a separate list.

AI product field guides

Product guides begin with the reader's decision: who the product helps, which problem it solves, what value each distinctive feature creates, and what access, skill, time, data, integration, and cost barriers remain. Pricing and policy claims carry a verification date. First-hand observations, vendor-published facts, editorial inferences, and unknowns are labeled separately. A blocked or incomplete test is disclosed instead of being presented as a product result.

AI assistance

AI may assist with outlining, editing, transformation, and quality checks. It does not replace hands-on verification, source review, or editorial responsibility. Material AI assistance is disclosed when readers would reasonably expect to know.

Corrections and updates

Articles carry verification dates. When an interface, feature, limitation, or cited fact changes, the content is retested and revised. Previous database versions are retained for audit and rollback.

Readers can report a correction. Please include the article URL, the specific statement or step, and a primary source or reproducible result when available. We review the evidence, retest material workflow claims, update the article and its verification date when warranted, and do not accept payment to suppress a correction.

Independence and commercial disclosure

Grow AI Skills does not currently publish paid placements or affiliate links. If that changes, commercial relationships will be clearly labeled near the affected recommendation and will not determine factual conclusions.

What we do not publish

• Mass-produced pages targeting trivial keyword variations
• Invented traffic, pricing, ranking, or performance claims
• Unverified claims presented as first-hand tests
• Unsafe arbitrary scripts, embeds, or remote media