FINDING #7117 · 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)
1% 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
7.33
ACCEL
-1.00
RETENTION
72.2%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 22 STARS / WINDOW
Author Audience
AUDIENCE
266
FOLLOWERS
27
OWNER ★
2,397
Engagement Signals
FORKS
118
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 22 / 22 (DIVERSITY 1.00)
Why This Is A Finding
snapotter-hq/SnapOtter собрал 22 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 266. Это даёт surprise-индекс 0.024 (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 18% OF 8663 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8663 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY7.335.67+1.67ABOVE 59%
RETENTION72.2%41.7%+30.6 PPABOVE 80%
FORKS118332-214ABOVE 32%
SURPRISE0.020.00+0.02ABOVE 77%