FINDING #7314 · 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)
7% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
22.29
ACCEL
-9.75
RETENTION
17.1%
PEAK 2026-08-24 · FORK-RETENTION 55.6% · 156 STARS / WINDOW
Author Audience
AUDIENCE
267
FOLLOWERS
27
OWNER ★
2,397
Engagement Signals
FORKS
118
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 156 / 156 (DIVERSITY 1.00)
Why This Is A Finding
snapotter-hq/SnapOtter собрал 156 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 267. Это даёт surprise-индекс 0.0727 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 55.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 25% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY22.293.71+18.57ABOVE 90%
RETENTION17.1%37.5%-20.4 PPABOVE 23%
FORKS11890+28ABOVE 56%
SURPRISE0.070.01+0.06ABOVE 91%