FINDING #4807 · UNIT ID 1139861340
Arvo-AI/aurora
Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs. LangGraph agents investigate across AWS, Azure, GCP, Kubernetes. Integrates with PagerDuty, Datadog, Grafana, Slack and More. Apache 2.0.
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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.64
ACCEL
-0.01
RETENTION
6.8%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 238 STARS / WINDOW
Author Audience
AUDIENCE
104
FOLLOWERS
15
OWNER ★
370
Engagement Signals
FORKS
65
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 238 / 238 (DIVERSITY 1.00)
Why This Is A Finding
Arvo-AI/aurora собрал 238 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 104. Это даёт surprise-индекс 0.0184 (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 25% 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 25%
VELOCITY2.643.99-1.35ABOVE 32%
RETENTION6.8%17.1%-10.4 PPABOVE 19%
FORKS6590-24ABOVE 40%
SURPRISE0.020.01+0.01ABOVE 62%