AI Disclosure & Provenance Gate

Catch missing AI disclosures before you publish

Many journals, news outlets, app stores, and employers now ask creators to disclose when AI tools helped produce their content. The AI Disclosure and Provenance Gate is an adversarial review layer that checks your work against these common expectations and drafts an honest, ready-to-paste statement before you hit publish or submit.

What it does

Give it your draft, code, or caption and tell it how the content was produced and where it is going. The skill classifies the production method, judges any disclosure you already have, and generates a statement matched to your venue.

• Adversarial review: it looks for vague or misleading wording, such as "may contain AI content", that does not actually inform a reader.
• Context aware: it adapts to whether you are submitting to a journal, a news outlet, an app store, or a company blog.
• Provenance mapping: it sorts production methods (human only, AI assisted, AI generated then edited, fully AI generated) so your attribution stays consistent.

Why use it

Asking an AI to "write a disclosure" often produces generic or overconfident legal sounding text. This skill follows a disciplined, step by step method to produce plain, specific statements, and it tells you where to place them. It will not help you hide genuine AI involvement, because honest disclosure is what protects your credibility.

Output

You get a structured report: a clear VERDICT (such as DISCLOSE or REVISE DISCLOSURE), a SUGGESTED DISCLOSURE block you can copy, PLACEMENT guidance, and NOTES. The bundled templates file gives reusable statements and a placement guide.

This is a review aid based on general norms, not legal advice. You are responsible for your venue's actual rules.