ClickConfirm
Keys: 1 Clicks · 2 Not clicks · 3 Sound · 0 Off · P pause · C / N relabel the selected clip · Delete delete it. A DROP badge is added automatically (free fall, then impact); drops always count as not click.
After a shock the clip waits for the return click (when you let go of the wrench) and keeps it in the same clip, so it can never start a clip of its own. No return within the time above: the clip ends there. Raise it if you hold the wrench longer after the click.
Aim for at least 30 clicks and plenty of varied not-clicks (bumps, set-downs, pick-ups, pegboard, ratcheting…) from at least three wrenches: one model serves every wrench.
Pick (or create) a folder inside your OneDrive folder, e.g. OneDrive\ClickConfirm. Every labelled clip is saved there automatically, a few seconds after you label it: one folder per day and wrench (e.g. 2026-10-18_TW-0425) holding clips.csv (one row per clip with its label, session details and measurements; open it in Excel) and samples.csv (the recorded shock, twist and sound behind each clip, needed to train). OneDrive syncs them like any other file. Unlabelled clips are not saved. Works in Chrome or Edge.
Training uses only labelled clips. It runs five rounds, each time holding back a fifth of the clips the model has never seen, so the scores below are what to expect on new movements, not a memory test. The pod's current fixed rules are scored on the same clips for comparison.