Pilot Feedback Triage
Turn exported classroom observations into a prioritized, reproducible improvement backlog. Data stays on this device: files are processed in your browser, not uploaded.
1. Import pilot evidence
No sessions imported.
Import only data your institution permits you to review. Avoid names, student IDs, and sensitive notes.
2. Observation summary
3. Ranked improvement candidates
Priority score = severity weight (blocker 5, watch 3, note 1) × frequency across observations, plus 2 for recurrence across more than one imported session. Instructor review is required before work is assigned.
4. Decision gate
Record browser, device, exact stage, and the steps that recreate the issue.
Separate broken behavior, unclear instruction, content accuracy, and feature requests.
Confirm the fix in the same workflow and check that progress and evidence are preserved.