FINDING #7385 · UNIT ID 1370071127
WallpaperMachine/WallpaperMachine
Native macOS live wallpaper app for Wallpaper Engine scenes, videos and web wallpapers, with a lock-screen extension. Apple Silicon.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
20.43
ACCEL
+4.64
RETENTION
0.0%
PEAK 2026-10-09 · FORK-RETENTION 0.0% · 143 STARS / WINDOW
Author Audience
AUDIENCE
63
FOLLOWERS
1
OWNER ★
306
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 143 / 143 (DIVERSITY 1.00)
Why This Is A Finding
WallpaperMachine/WallpaperMachine собрал 143 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 63. Это даёт surprise-индекс 0.20 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 24% OF 9775 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9775 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY20.433.57+16.86ABOVE 88%
RETENTION0.0%40.0%-40.0 PPABOVE 0%
FORKS6108-102ABOVE 6%
SURPRISE0.200.01+0.19ABOVE 98%