FINDING #3547 · 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)
90% 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
223.67
ACCEL
-4.00
RETENTION
12.2%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 671 STARS / WINDOW
Author Audience
AUDIENCE
325
FOLLOWERS
88
OWNER ★
746
Engagement Signals
FORKS
103
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 671 / 671 (DIVERSITY 1.00)
Why This Is A Finding
cayu-dev/cayu собрал 671 звёзд за окно, тогда как у автора всего 88 подписчиков — эффективная аудитория ≈ 325. Это даёт surprise-индекс 0.61 (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 63% OF 9523 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9523 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 63%
VELOCITY223.675.67+218.00ABOVE 99%
RETENTION12.2%40.0%-27.8 PPABOVE 36%
FORKS103317-214ABOVE 30%
SURPRISE0.610.00+0.61ABOVE 99%