FINDING #9739 · UNIT ID 1360801407
warvantage/social-science-paste
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
7.14
ACCEL
+1.64
RETENTION
75.0%
PEAK 2026-09-20 · FORK-RETENTION 0.0% · 50 STARS / WINDOW
Author Audience
AUDIENCE
10
FOLLOWERS
0
OWNER ★
100
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 50 / 50 (DIVERSITY 1.00)
Why This Is A Finding
warvantage/social-science-paste собрал 50 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 10. Это даёт surprise-индекс 0.14 (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 0% OF 9757 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9757 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 0%
VELOCITY7.143.86+3.29ABOVE 67%
RETENTION75.0%32.1%+42.9 PPABOVE 97%
FORKS072-72ABOVE 0%
SURPRISE0.140.01+0.13ABOVE 96%