FINDING #7061 · UNIT ID 960871564
google/sec-gemini
Sec-Gemini is a cutting-edge AI model designed to enhance cybersecurity capabilities and empower defenders in the ongoing battle against cyber threats.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
74% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
5.28
ACCEL
+0.22
RETENTION
4.8%
PEAK 2026-07-02 · FORK-RETENTION 0.0% · 475 STARS / WINDOW
Author Audience
AUDIENCE
1,854,045
FOLLOWERS
75,575
OWNER ★
1,316,914
Engagement Signals
FORKS
93
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 475 / 475 (DIVERSITY 1.00)
Why This Is A Finding
google/sec-gemini собрал 475 звёзд за окно, тогда как у автора всего 75,575 подписчиков — эффективная аудитория ≈ 1,854,045. Это даёт surprise-индекс 0.00000285 (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 7165 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7165 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 1%
VELOCITY5.283.71+1.57ABOVE 62%
RETENTION4.8%15.4%-10.6 PPABOVE 14%
FORKS9384+9ABOVE 52%
SURPRISE0.000.01-0.01ABOVE 1%