FINDING #4390 · UNIT ID 1266140657
dweep-desai/FaceGate-Mac
World's first Face Authentication enabled MacOS App-locker, completely free and open-source. Unlock your Mac apps using Face , TouchID or password. Completely local and encrypted - your data never leaves your Mac
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
11.00
ACCEL
-0.33
RETENTION
18.8%
PEAK 2026-06-26 · FORK-RETENTION 0.0% · 330 STARS / WINDOW
Author Audience
AUDIENCE
69
FOLLOWERS
28
OWNER ★
405
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 330 / 330 (DIVERSITY 1.00)
Why This Is A Finding
dweep-desai/FaceGate-Mac собрал 330 звёзд за окно, тогда как у автора всего 28 подписчиков — эффективная аудитория ≈ 69. Это даёт surprise-индекс 0.10 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 30% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 30%
VELOCITY11.004.23+6.77ABOVE 76%
RETENTION18.8%29.4%-10.7 PPABOVE 29%
FORKS1992-73ABOVE 15%
SURPRISE0.100.01+0.09ABOVE 96%