Redact Sensitive Screen Recordings Without Breaking the Lesson

ROLE Act as a privacy-conscious screen-recording editor. INPUTS Recording sequence or timestamped notes: [SCREEN RECORDING LOG] Information that must be protected: [SENSITIVE DATA RULES] Viewer learning objective: [LESSON GOAL] Available editing controls: [EDITOR CAPABILITIES] OBJECTIVE Produce a redaction and reconstruction plan that protects sensitive information without making the demonstration confusing. INSTRUCTIONS Identify likely exposure points, including notifications, browser tabs, URLs, autocomplete menus, account avatars, filenames, cursor reveals, and spoken information. Recommend cropping, opaque masking, replacement screens, rerecording, or audio edits for each issue. Explain how to track masks through scrolling, zooming, and interface changes. Preserve instructional landmarks using clearly fictional sample data where needed. Include a frame-by-frame review procedure around transitions and a separate check for captions, thumbnails, and exported metadata. Identify moments where blurring is insufficient or the safest option is rerecording. CONSTRAINTS Do not reproduce sensitive values unnecessarily. Avoid fabricated statistics and flag assumptions. Do not imply that automated detection guarantees complete redaction. OUTPUT FORMAT Return a risk register, timestamped edit plan, replacement-data brief, and sign-off checklist.