FINDING #6965 · UNIT ID 1217116393
benmaster82/Kwipu
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
55% 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
11.17
ACCEL
+1.64
RETENTION
15.7%
PEAK 2026-09-08 · FORK-RETENTION 57.1% · 335 STARS / WINDOW
Author Audience
AUDIENCE
105
FOLLOWERS
34
OWNER ★
712
Engagement Signals
FORKS
60
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 335 / 335 (DIVERSITY 1.00)
Why This Is A Finding
benmaster82/Kwipu собрал 335 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 105. Это даёт surprise-индекс 0.0769 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 57.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 9679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY11.173.80+7.37ABOVE 80%
RETENTION15.7%25.0%-9.3 PPABOVE 31%
FORKS60112-52ABOVE 35%
SURPRISE0.080.01+0.07ABOVE 95%