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    📢 AI Disclosure Linter

    by JustHandled Labs

    2

    Regulators and ad platforms stopped treating AI disclosure as optional, and the gaps that get flagged are almost never loud.

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    See it in action

    You say

    Scan my marketing site and react components to see if our new chatbot and AI-generated hero images need disclosures.

    Your agent does

    Found 3 issues: [ADL001] src/App.tsx:142 - Found without nearby AI-interaction disclosure. [ADL002] public/hero.png - AI-generated media missing visible label. [ADL006] docs/affiliate.md - Disclosure wording is buried in footer; consider moving it higher.

    What you get

    Detect undisclosed AI chatbots in React componentsAudit social media ads for missing AI-origin labelsFlag affiliate content missing material-connection languageIdentify weak or hidden disclosure wording in landing pages

    About this skill

    Regulators and ad platforms stopped treating AI disclosure as optional, and the gaps that get flagged are almost never loud. They are a chat widget that never says it is a bot, an AI-generated image with no label, ad copy written by a model with nothing telling the reader so, and a sponsored post missing its material-connection line.

    This skill reads your code and copy and flags those specific gaps. An AI chatbot or assistant with no disclosure next to it. AI-generated media with no visible label and no accessible disclosure. AI-origin ad or marketing copy with no disclosure line. Sponsored or affiliate content with no material-connection language. And disclosure wording that technically exists but is too vague or buried to count.

    Each finding tells you what it is, why it matters in concrete terms, and the plain fix. It reads your source and text only. It does not run your app, touch the network, or read secrets. The rules for FTC, US state, and ad-platform expectations live in an editable file you keep current, which is what keeps this useful as the rules keep moving.

    This is deliberately US and ad-platform focused (FTC, US state law, and Google, Meta, and TikTok ad policy). It is not an EU AI Act tool, and it pairs naturally with an ad-copy policy check.

    Use it when you want to know if your app or ads disclose AI the way US regulators and platforms expect, or check whether you are FTC compliant on AI content before you publish.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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