FINDING #4485 · UNIT ID 1132485672
KashCal/KashCal
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
1.87
ACCEL
-0.00
RETENTION
17.3%
PEAK 2026-02-09 · FORK-RETENTION 0.0% · 337 STARS / WINDOW
Author Audience
AUDIENCE
101
FOLLOWERS
15
OWNER ★
351
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 337 / 337 (DIVERSITY 1.00)
Why This Is A Finding
KashCal/KashCal собрал 337 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 101. Это даёт surprise-индекс 0.0133 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 25% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY1.873.29-1.42ABOVE 17%
RETENTION17.3%11.3%+6.0 PPABOVE 66%
FORKS1699-83ABOVE 6%
SURPRISE0.010.01+0.00ABOVE 58%