FINDING #3530 · UNIT ID 1195367387
snapotter-hq/SnapOtter
Open-source, self-hosted file-processing tool. Convert, compress, OCR, transcribe & run local AI across image, video, audio, PDF & documents, via UI, REST API & pipelines. Your files never leave your network.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% 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
14.34
ACCEL
-0.13
RETENTION
12.8%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 1,291 STARS / WINDOW
Author Audience
AUDIENCE
221
FOLLOWERS
20
OWNER ★
2,008
Engagement Signals
FORKS
90
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,291 / 1,291 (DIVERSITY 1.00)
Why This Is A Finding
snapotter-hq/SnapOtter собрал 1,291 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 221. Это даёт surprise-индекс 0.055 (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 45% 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 45%
VELOCITY14.343.99+10.35ABOVE 84%
RETENTION12.8%17.1%-4.3 PPABOVE 39%
FORKS9090+1ABOVE 50%
SURPRISE0.060.01+0.04ABOVE 95%