FINDING #4648 · UNIT ID 1176355905
VelornLabs/velorn
AI-native video editing built around real creative timelines, generative workflows, and local agent control.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
61% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
2.30
ACCEL
-0.03
RETENTION
6.2%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 207 STARS / WINDOW
Author Audience
AUDIENCE
70
FOLLOWERS
1
OWNER ★
338
Engagement Signals
FORKS
45
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 207 / 207 (DIVERSITY 1.00)
Why This Is A Finding
VelornLabs/velorn собрал 207 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 70. Это даёт surprise-индекс 0.021 (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 27% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY2.303.99-1.69ABOVE 25%
RETENTION6.2%17.1%-10.9 PPABOVE 17%
FORKS4590-44ABOVE 29%
SURPRISE0.020.01+0.01ABOVE 66%