FINDING #37 · UNIT ID 1406229181
mushigaite/short-video-maker
A free open-source project designed to turn youtube-videos into viral short videos. Highlight detection, subtitles, translation, voiceover, all in one for your content: no pre-clip credits or any watermarks. Designed for creators who want an alternative to short-video SaaS tools like OpusClip or Vidyo.ai for free.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
36% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
34.00
ACCEL
+51.00
RETENTION
0.0%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 102 STARS / WINDOW
Author Audience
AUDIENCE
29
FOLLOWERS
0
OWNER ★
287
Engagement Signals
FORKS
75
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 102 / 102 (DIVERSITY 1.00)
Why This Is A Finding
mushigaite/short-video-maker собрал 102 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 29. Это даёт surprise-индекс 0.49 (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 100% OF 9158 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9158 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.460.00+0.46ABOVE 100%
VELOCITY34.005.67+28.33ABOVE 91%
RETENTION0.0%35.7%-35.7 PPABOVE 0%
FORKS75324-249ABOVE 25%
SURPRISE0.490.00+0.49ABOVE 99%