JustHandled Labs
// Career & Education

Resume Evidence Integrity Gate

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

What problem does Resume Evidence Integrity Gate solve?

Resume generators routinely turn thin source notes into stronger metrics, scope, credentials, and leadership claims than the candidate supplied.

Use it to

What it returns

A representative input and result

fixture-backed sample
input Supply facts with stable ids and optional metricValue, plus claims with text, evidenceRefs, optional metricValue, and firstPersonFounderClaim.
result A deterministic PASS, REVIEW, BLOCK, or CANNOT_ASSESS result with stable finding codes, report, manifest, and SHA-256 receipts.

Access and approval boundaries

Known limitations

Questions

Does it connect to or change a live system?

No. It reads one local packet, writes one new local output directory, and makes no network request.

Does PASS prove the evidence or language is correct?

No. PASS only means no encoded rule fired in supplied normalized evidence.

What happens when evidence is missing?

The gate returns CANNOT_ASSESS or BLOCK; missing evidence never becomes a pass.

Is the result deterministic?

Yes. Findings are sorted and persisted outputs carry stable SHA-256 receipts.

Does the skill publish or make first-person claims?

No. It never publishes, contacts anyone, or adopts a founder, candidate, artist, or reviewer voice.

Resume Evidence Integrity Gate keeps proof and approval boundaries visible.

The listing includes the tested package, realistic samples, declared permissions, and known limitations.

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