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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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