FINDING #457 · UNIT ID 1184568969
lightningpixel/modly
Desktop app to generate 3D models from images using local AI — runs entirely on your GPU
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
80% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
38.29
ACCEL
-1.14
RETENTION
9.2%
PEAK 2026-04-20 · FORK-RETENTION 0.0% · 3,446 STARS / WINDOW
Author Audience
AUDIENCE
588
FOLLOWERS
154
OWNER ★
4,335
Engagement Signals
FORKS
463
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,446 / 3,446 (DIVERSITY 1.00)
Why This Is A Finding
lightningpixel/modly собрал 3,446 звёзд за окно, тогда как у автора всего 154 подписчиков — эффективная аудитория ≈ 588. Это даёт surprise-индекс 0.061 (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 39% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY38.296.61+31.68ABOVE 84%
RETENTION9.2%22.2%-13.1 PPABOVE 20%
FORKS46397+366ABOVE 79%
SURPRISE0.060.03+0.03ABOVE 87%