FINDING #4001 · UNIT ID 1310092793
atomdrift-project/scan
0-day malware detection for binaries, source & scripts (that doesn't suck)
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:
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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
33.00
ACCEL
+22.00
RETENTION
95.9%
PEAK 2026-09-29 · FORK-RETENTION 0.0% · 99 STARS / WINDOW
Author Audience
AUDIENCE
51
FOLLOWERS
8
OWNER ★
177
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 99 / 99 (DIVERSITY 1.00)
Why This Is A Finding
atomdrift-project/scan собрал 99 звёзд за окно, тогда как у автора всего 8 подписчиков — эффективная аудитория ≈ 51. Это даёт surprise-индекс 0.36 (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 52% OF 8324 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8324 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 52%
VELOCITY33.005.67+27.33ABOVE 91%
RETENTION95.9%33.3%+62.6 PPABOVE 97%
FORKS8351-342ABOVE 5%
SURPRISE0.360.00+0.36ABOVE 99%