The problem
A routine QC record needs the correct bench, check category, frequency, operator, and timestamp. Re-entering that context for every check adds repeated setup work.
Science systems / prototype
Browser prototype for QR-assisted QC logging, local dashboards, and CSV/XLSX export.
A routine QC record needs the correct bench, check category, frequency, operator, and timestamp. Re-entering that context for every check adds repeated setup work.
QC workflow design, browser interface, and local record/export implementation.
A runnable browser example of recording QR-linked QC context locally and downloading a CSV log.
Statusprototype
Evidencerunnable
Record reviewed
Implementation
The public prototype reads bench, category, and frequency from a QR link, combines them with saved operator initials, and stores a timestamped record in the browser. It exports CSV logs. A fuller local prototype adds dashboard, manual-entry, QR-generation, and XLSX-export code.
The linked public artifact is the early scan-and-log version. The local project also contains a later dashboard prototype; its XLSX path is not verified in the public build.