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    📄 Resume Evidence Integrity Gate

    by JustHandled Labs

    2

    Block unsupported resume claims, invented metrics, and unattributed first-person founder statements.

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    You say

    Supply facts with stable ids and optional metricValue, plus claims with text, evidenceRefs, optional metricValue, and firstPersonFounderClaim.

    Your agent does

    A deterministic PASS, REVIEW, BLOCK, or CANNOT_ASSESS result with stable finding codes, report, manifest, and SHA-256 receipts.

    What you get

    Audit an AI-rewritten resume against source factsCatch invented percentages and scale claimsRequire owner authorship for first-person founder assertions

    About this skill

    Resume Evidence Integrity Gate turns owner-supplied normalized evidence into a deterministic local preflight. Resume generators routinely turn thin source notes into stronger metrics, scope, credentials, and leadership claims than the candidate supplied. Requires every claim to link to owner-provided career facts and exact metrics, making fabrication inspectable instead of optimizing prose first. It makes no network request and performs no import, translation, rewrite, upload, merge, delivery, publication, purchase, message, or account change. Stable findings and SHA-256 receipts support review, while PASS remains explicitly narrower than source truth or authorization.

    How to install

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

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