FINDING #765 · UNIT ID 1194556241
rolfie-han/YoLuster-shorts
YoLuster Shorts 釉光影：An independently developed AI short-drama creation workspace — from initial ideas to storyboard scripts, images, videos, and reusable asset management. Provides a Docker-based local demo package.
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:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
4.50
ACCEL
-0.05
RETENTION
34.3%
PEAK 2026-07-05 · FORK-RETENTION 0.0% · 135 STARS / WINDOW
Author Audience
AUDIENCE
23
FOLLOWERS
2
OWNER ★
211
Engagement Signals
FORKS
33
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 135 / 135 (DIVERSITY 1.00)
Why This Is A Finding
rolfie-han/YoLuster-shorts собрал 135 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 23. Это даёт surprise-индекс 0.0713 (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 24% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY4.507.20-2.70ABOVE 34%
RETENTION34.3%30.8%+3.5 PPABOVE 56%
FORKS3356-23ABOVE 39%
SURPRISE0.070.03+0.04ABOVE 74%