FINDING #4576 · UNIT ID 1152424073
vellum-ai/vellum-assistant
An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets better over time.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% 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
9.39
ACCEL
-0.05
RETENTION
9.1%
PEAK 2026-05-08 · FORK-RETENTION 0.0% · 845 STARS / WINDOW
Author Audience
AUDIENCE
387
FOLLOWERS
94
OWNER ★
997
Engagement Signals
FORKS
134
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 845 / 845 (DIVERSITY 1.00)
Why This Is A Finding
vellum-ai/vellum-assistant собрал 845 звёзд за окно, тогда как у автора всего 94 подписчиков — эффективная аудитория ≈ 387. Это даёт surprise-индекс 0.022 (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 28% 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 28%
VELOCITY9.393.99+5.39ABOVE 76%
RETENTION9.1%17.1%-8.1 PPABOVE 27%
FORKS13490+45ABOVE 61%
SURPRISE0.020.01+0.01ABOVE 68%