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    📱 App Privacy Manifest Consistency Gate

    by JustHandled Labs

    1

    Reconcile SDK, required-reason API, data-use, privacy-manifest, and questionnaire evidence before an App Store release.

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    See it in action

    You say

    An ads SDK has no shipped manifest, requires disk-space APIs, collects device identifiers, and the saved questionnaire says tracking while the app manifest says no tracking.

    Your agent does

    Gate: BLOCK. Missing SDK manifest, undeclared API category, unapproved reason, data-type mismatch, tracking conflict, and unresolved identity-linkage review.

    What you get

    Review a release before App Store submissionCatch SDK-required API categories absent from the app manifestCompare collected-data declarations with the questionnaire snapshotKeep owner-only privacy judgments unresolved instead of guessed

    About this skill

    App Privacy Manifest Consistency Gate compares a normalized Apple privacy manifest export with SDK inventory, required-reason API usage, a supplied approved-reason policy, and a saved questionnaire snapshot. It blocks missing SDK manifests, undeclared categories, unapproved reasons, data-type mismatches, tracking conflicts, and unreviewed identity-linkage judgments. It never guesses privacy answers or submits a release.

    What it produces

    • Cross-file privacy findings CSV
    • JSON owner-submission gate with trust boundary
    • Review memo for developer and privacy owner
    • Counts for SDK, API usage, and declared data types

    Use cases

    • Review a release before App Store submission
    • Catch SDK-required API categories absent from the app manifest
    • Compare collected-data declarations with the questionnaire snapshot
    • Keep owner-only privacy judgments unresolved instead of guessed

    Known limitations

    • The tool uses normalized evidence and does not scan compiled binaries or arbitrary source trees.
    • The approved-reason policy must be refreshed against current Apple documentation by the owner.
    • A consistent result does not guarantee App Store acceptance or legal compliance.

    How to install

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

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    Creator

    JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.

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