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quality-assurance-auditor

authentic

Perform the final submission-level audit of mathematical-modeling workflow integrity, evidence quality, anti-fabrication, paper coherence, figures, references, and contest readiness after consistency and completeness audits pass.

When to use

• final submission-level audit
• workflow integrity audit
• evidence integrity audit
• method quality audit
• paper quality audit
• presentation audit
• contest readiness check

When not to use

• partial audits
• repairing issues inside QA
• using artifact count as quality proxy
• hiding uncertainty
• downgrading blockers silently

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