VTK://SCORE-LAB//FORMULA-OPEN//NO-TRUST-MUTATION

Tune the signal. Inspect every point.

Adjust a sample usage profile with the production score formula. Nothing writes to a ledger, profile, or rank.

79/ 100heavy

79 usage points current signal92 honest ceiling usage rails+0 trust score delta0 page writes

READ THIS SCORE / LIVE INTERPRETATION

79 comes from usage. Trust adds zero.

79/100 uses a fixed display scale. Four accepted-usage rails can contribute up to 92; the reserved 8-point trust lane stays visible but is excluded from scoring.

STRONGEST DRIVERUsage mass+39 / 40$42.50 estimated spend from accepted usage records.

LARGEST OPEN GAINDaily rhythm10 points openMore distinct active days can fill this rail.

SCALE CONTRACT/100 fixed display92 scoreable max8 reserved trust points stay visible at +0. Reaching 92 means every usage rail is full.

RAW EQUATIONusage mass 39 + daily rhythm 12 + source breadth 16 + freshness 12 = 798 outside score // TRUST != USAGE

INPUT CHANNELS / LIVE

Usage formula controls

local simulation

Accepted usageReviewed usage rows only1,200 rowsEstimated spendSpend attached to accepted rows$42.5Daily rhythmDays with usage activity3 daysSource breadthProviders with accepted usage3 sourcesUpload ageDays since reviewed upload0d old

Trust side railGitHub, MCP, and public proof context2 signals / +0 score

FORMULA LEDGER / SAME RECEIPT

Where the points come from

79/100 HEAVY Vibe Score

channelobserved valuescore deltaboundary

Usage mass1,200 ops+39ACCEPTED USAGE

Daily rhythm3 active days+12ACCEPTED USAGE

Source breadth3 providers+16ACCEPTED USAGE

Freshness0d old+12ACCEPTED USAGE

Trust side rail2 signals+0VISIBLE CONTEXT / NOT USAGE