FINDING #7205 · UNIT ID 1391012331
Harihi-Works/GalShelf-Dev
Windows releases of GalShelf and the signed update metadata used by the in-app updater.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
61% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
4.29
ACCEL
-0.93
RETENTION
0.9%
PEAK 2026-10-13 · FORK-RETENTION 0.0% · 30 STARS / WINDOW
Author Audience
AUDIENCE
12
FOLLOWERS
1
OWNER ★
49
Engagement Signals
FORKS
1
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 30 / 30 (DIVERSITY 1.00)
Why This Is A Finding
Harihi-Works/GalShelf-Dev собрал 30 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 12. Это даёт surprise-индекс 0.0827 (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 25% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY4.293.14+1.14ABOVE 61%
RETENTION0.9%16.7%-15.8 PPABOVE 15%
FORKS1277-276ABOVE 1%
SURPRISE0.080.00+0.08ABOVE 96%