FINDING #3590 · UNIT ID 1302459541
cayu-dev/cayu
Cayu is an open-source Python framework for building and running domain-specific long-horizon agents, with a durable runtime built in.
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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
207.00
ACCEL
-255.00
RETENTION
8.3%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 621 STARS / WINDOW
Author Audience
AUDIENCE
406
FOLLOWERS
125
OWNER ★
803
Engagement Signals
FORKS
103
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 621 / 621 (DIVERSITY 1.00)
Why This Is A Finding
cayu-dev/cayu собрал 621 звёзд за окно, тогда как у автора всего 125 подписчиков — эффективная аудитория ≈ 406. Это даёт surprise-индекс 0.46 (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 59% OF 8679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 59%
VELOCITY207.005.67+201.33ABOVE 99%
RETENTION8.3%42.4%-34.2 PPABOVE 17%
FORKS103334-231ABOVE 29%
SURPRISE0.460.00+0.46ABOVE 99%