Review

See risks before going to the machine

Diagnostics, simulation and hoop compatibility make the plan easier to assess without claiming to predict all thread physics.

Action-oriented diagnostics

Lengths, density, jumps, detail, hoop and sequence are checked. Automatic corrections remain conservative.

Clearly labeled simulation

Playback follows the current plan and estimates thread changes for 1, 2, 4 or 8-needle machines.

Industrial thresholds remain subject to documented physical testing.