FINDING #9671 · UNIT ID 1324610194
steelfrostcrucible/iobit-driver-booster-craft
Iobit Driver Booster Craft
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
81% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
35.57
ACCEL
+3.79
RETENTION
6.8%
PEAK 2026-08-19 · FORK-RETENTION 0.0% · 249 STARS / WINDOW
Author Audience
AUDIENCE
31
FOLLOWERS
0
OWNER ★
306
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 249 / 249 (DIVERSITY 1.00)
Why This Is A Finding
steelfrostcrucible/iobit-driver-booster-craft собрал 249 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 31. Это даёт surprise-индекс 0.50 (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 1% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 1%
VELOCITY35.573.57+32.00ABOVE 93%
RETENTION6.8%34.4%-27.6 PPABOVE 22%
FORKS098-98ABOVE 0%
SURPRISE0.500.01+0.50ABOVE 100%