FINDING #1039 · UNIT ID 1292668977
awslabs/loom
Loom for AWS is an enterprise-grade platform for building, deploying, and operating AI agents on Amazon Bedrock AgentCore Runtime and AWS Strands Agents.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% 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
14.71
ACCEL
+5.36
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 103 STARS / WINDOW
Author Audience
AUDIENCE
134,214
FOLLOWERS
11,253
OWNER ★
140,593
Engagement Signals
FORKS
14
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 103 / 103 (DIVERSITY 1.00)
Why This Is A Finding
awslabs/loom собрал 103 звёзд за окно, тогда как у автора всего 11,253 подписчиков — эффективная аудитория ≈ 134,214. Это даёт surprise-индекс 0.00011 (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 7% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 7%
VELOCITY14.7113.86+0.86ABOVE 52%
RETENTION0.0%36.8%-36.8 PPABOVE 0%
FORKS1450-36ABOVE 26%
SURPRISE0.000.04-0.04ABOVE 1%