Content Methodology
Independent status
Independent practice tool. Not affiliated with RSA or Prometric. Questions are not presented as official live exam questions, official RSA material, official Prometric material, or official exam-frequency predictions.
How questions are created
The question bank contains project-owned or permitted material, recovered material, and generated/derived material under the owner instructions for this repository. AI-generated questions are draft-only until admin review.
How content is reviewed
The content pipeline tracks canonical categories, original metadata, duplicate groups, near duplicates, conflicts, lint findings, source/review metadata, learner reports, admin decisions, and version history. Structural validation does not automatically mean factual verification.
Estimated priority
Estimated priority combines transparent study signals such as archived-hardest signal, road-sign/image signal, safety-critical wording, legal-consequence wording, category priority, and user miss-rate signals when available. It is not official exam frequency.
Learner performance
Attempts, missed questions, flags, category accuracy, mock results, and mode history inform recommendations such as review mode, road signs, high-yield drills, or mock practice. Admin analytics use aggregate trends without claiming statistical significance when data is limited.
Corrections
Learners can report a problem after answering a question. Reports capture question ID, reason category, optional comment, app/content version, and anonymous or account identifier. Admin review can edit, approve, reject, publish, archive, or record a versioned decision.
Current content version
Content version: 3fd74060a53ade37. Published question count: 1,277. Estimated-priority question count: 159.