I published a new QSF Audit Agent Guide for conducting systematic, read-only audits of Qualtrics Survey Format files before fielding. The guide helps researchers inspect survey flow, blocks, randomization, response validation, embedded data, piping, quotas, scoring, wording, export behavior, and operational settings. For a deep audit, it also compares the QSF implementation with the current draft pre-analysis plan and produces a durable, evidence-based audit report.