FINDING #6517 · 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)
86% 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
99.14
ACCEL
+26.14
RETENTION
8.3%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 694 STARS / WINDOW
Author Audience
AUDIENCE
411
FOLLOWERS
125
OWNER ★
803
Engagement Signals
FORKS
103
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 694 / 694 (DIVERSITY 1.00)
Why This Is A Finding
cayu-dev/cayu собрал 694 звёзд за окно, тогда как у автора всего 125 подписчиков — эффективная аудитория ≈ 411. Это даёт surprise-индекс 0.22 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 33% OF 9757 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9757 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 33%
VELOCITY99.143.57+95.57ABOVE 98%
RETENTION8.3%40.0%-31.7 PPABOVE 11%
FORKS103112-9ABOVE 48%
SURPRISE0.220.01+0.21ABOVE 98%