FINDING #4708 · UNIT ID 1124173354
WingEdge777/vitamin-cuda
🍎 One kernel a day keeps high latency away. A hands-on CUDA learning path featuring a rich collection of kernels, from the basics to peak performance, seamlessly integrated as PyTorch C++ extensions.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
77% 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
Growth Telemetry
VELOCITY /D
1.51
ACCEL
-0.00
RETENTION
18.5%
PEAK 2026-05-16 · FORK-RETENTION 0.0% · 136 STARS / WINDOW
Author Audience
AUDIENCE
38
FOLLOWERS
17
OWNER ★
205
Engagement Signals
FORKS
15
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 136 / 136 (DIVERSITY 1.00)
Why This Is A Finding
WingEdge777/vitamin-cuda собрал 136 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 38. Это даёт surprise-индекс 0.0195 (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 26% 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 26%
VELOCITY1.513.99-2.48ABOVE 1%
RETENTION18.5%17.1%+1.4 PPABOVE 53%
FORKS1590-74ABOVE 8%
SURPRISE0.020.01+0.01ABOVE 64%