PHONE-FIRST · OPEN SOURCE · EVIDENCE BEFORE ADJUSTMENTS
A smarter future
for an older printer.
Compare calibration trials locally, or prepare evidence for an external advisor. Every recommendation stays a proposal.
This reference reviewer does not host Klipper, capture sensors, train a CNN or control a printer. It does not replace the existing application.
01 / EVIDENCE
Your calibration session
No session loaded.
Only the file you select is read. Nothing is uploaded. Imported records are declarations, not independently verified measurements.
| Trial | Value | Time (s) | Quality |
|---|
02 / ADVISOR
Two paths. One evidence gate.
Deterministic comparison. No cloud, trained weights or API credits.
Manually review and share with ChatGPT or another advisor. Attach relevant photographs separately. No automatic API call.
Paste a proposal using the documented schema. Unknown fields, stale baselines and out-of-bounds values are rejected.
03 / REVIEW
Decision record
Load the example to explore the workflow.