Editorial Policy

Who writes this site

SkillAIVibe is written and maintained by one independent person, not an editorial team or an institution. We say that plainly rather than imply a scale, staff or authority we do not have, and we would rather be judged on whether the explanations are correct than on a byline.

Our standard is to develop explanations and examples for this site, check factual claims against sources, and correct errors when we find them. This describes our editorial process; it is not a claim that every existing page has received a complete independent review. No professional credentials are being asserted.

How we use AI tools

AI tools are used in research and drafting. It would be a strange position for an AI education site to hide that, and we think disclosing it is more useful than pretending otherwise.

What that does and doesn't mean:

AI-assisted changes go through source checks, code tests where applicable, and editorial or technical review. We do not claim that every page has received a separate human or expert review.
Factual claims — numbers, capabilities, how a tool actually behaves — should be checked against primary or official sources. A model's confident answer is not evidence. Dated product guides link sources so readers can verify changing details.
Explanations are rewritten until they say something specific. Fluent-but-empty text is the most common failure mode of AI-assisted writing, and it's the thing we edit out hardest.

If you want the longer version of why this matters, we wrote about it directly in How to Fact-Check AI Output and Writing With AI Without Sounding Like AI. We try to hold our own pages to the standard those articles describe.

Originality

Model guides distinguish a dated catalog check from a hands-on test. We link official documentation for product claims, label preview status where relevant, and separate research concepts such as AGI and ASI from demonstrated capabilities. A model listing is not an endorsement or an independent benchmark.

Content dates record substantive edits; we do not automatically refresh dates on unchanged pages. New learning exercises use self-written or fictional examples. Before reusing external weights, datasets, code or media, check their individual licenses and terms. Attribution alone does not establish permission to reuse material.

We aim to publish independent explanations, exercises, articles and prompts developed for SkillAIVibe. Copying or lightly paraphrasing a third-party tutorial is not our editorial standard. Familiar concepts, language syntax and common interview patterns may also appear elsewhere; our contribution is the explanation, examples and practice around them.

Third-party documentation is used to verify facts, with source links where relevant. Referencing a source does not transfer its copyright or license. Any reused material remains subject to its own terms. A local similarity check or a sampled web search cannot prove that every passage on a website is unique; please report specific concerns through our Contact page.

What we will not publish

Some of this is worth stating as a commitment rather than leaving implicit:

Invented statistics. If we can't point to a source for a number, we don't print the number.
Fake reviews, ratings, or testimonials. There are no user reviews on this site because we have no verified users to collect them from.
Fabricated credentials or team pages. No stock photos of instructors who don't exist, no invented qualifications.
Outcome guarantees. Learning something here will not be described as guaranteeing a job, an income, a promotion, or an exam result — because it doesn't.
Undisclosed paid placement. No tool appears in our directory because someone paid for it. See our disclaimer for our current (nonexistent) affiliate relationships.

Accuracy and corrections

AI moves fast, and a fair amount of what's written here is a snapshot of how things worked at the time of writing. Tool features and pricing change without notice. We keep content current where we can, and anything time-sensitive should be verified against the source before you rely on it.

When something is wrong, the fix is to correct the page — not to quietly leave it up. If a correction changes the substance of what a page claimed, we'll say so on the page rather than editing it silently.

If you spot an error, please tell us via the Contact page. Genuinely — corrections are useful and we'd rather hear about a mistake than not.

How coding content is checked

The Learn to Code section includes runnable examples, exercise checks, reference solutions and sample tests. Runtime checks and grading checks test selected behaviors, while code examples can be run in the playground and compared with the shown output. Passing a check establishes the behavior it tested; it does not establish that every published snippet, every runtime behavior or every possible input was tested in the current release. Language guides link official documentation, and the date on a page identifies its recorded review or substantive update.

What is not checked mechanically is judgement: whether an explanation is clear, whether an exercise teaches the one idea it claims to, and whether a hint helps without giving the answer away. Automated checks cannot establish these qualities; editorial review and your reports help identify improvements.

How to verify what we say

A policy page is only worth as much as the checks a reader can run against it, so these are deliberately concrete.

Each entry in the tools directory carries a link to the product's own site. Open it, read the official documentation, and hold our description next to it.
Claims in our articles are phrased so they can be tested — a named tool, a described behavior, a step you can repeat — rather than sweeping assertions that nobody could confirm or disprove.
The changelog records what changed and on what date, so the site's history is visible instead of being quietly rewritten.
Every coding exercise and practice problem shows its reference solution on the page once you have run your own code, so a grading decision you disagree with can be checked against the answer we grade by, in the same sandbox, in the same tab.
Anything you find that does not hold up belongs in a message via the Contact page. That is the correction route described above, and it is the one we act on.

Independence

We may add advertising (such as Google AdSense) in future to keep the content free. If that happens, ads will be visually distinct from editorial content, and no advertiser will get a say in what we write or which tools we recommend. Our Privacy Policy and Cookie Policy will be updated before any ad code goes live, not after.

About SkillAIVibe covers what this site is for. Our disclaimer covers the limits of what the content should be relied on for.