FINDING #4479 · UNIT ID 1070281089
Monica-Pass/Monica
Monica Pass，Password Management, 2FA Generator
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
60% 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
5.60
ACCEL
-0.10
RETENTION
4.3%
PEAK 2026-05-05 · FORK-RETENTION 0.0% · 504 STARS / WINDOW
Author Audience
AUDIENCE
193
FOLLOWERS
10
OWNER ★
865
Engagement Signals
FORKS
50
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 504 / 504 (DIVERSITY 1.00)
Why This Is A Finding
Monica-Pass/Monica собрал 504 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 193. Это даёт surprise-индекс 0.024 (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 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 30%
VELOCITY5.603.99+1.61ABOVE 62%
RETENTION4.3%17.1%-12.8 PPABOVE 10%
FORKS5090-39ABOVE 33%
SURPRISE0.020.01+0.01ABOVE 71%