FINDING #5741 · UNIT ID 976286833
IBM/AssetOpsBench
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
62% 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
6.96
ACCEL
+0.01
RETENTION
26.7%
PEAK 2026-06-15 · FORK-RETENTION 0.0% · 1,252 STARS / WINDOW
Author Audience
AUDIENCE
66,560
FOLLOWERS
8,426
OWNER ★
74,947
Engagement Signals
FORKS
293
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,252 / 1,252 (DIVERSITY 1.00)
Why This Is A Finding
IBM/AssetOpsBench собрал 1,252 звёзд за окно, тогда как у автора всего 8,426 подписчиков — эффективная аудитория ≈ 66,560. Это даёт surprise-индекс 0.000104 (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 3% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY6.963.29+3.66ABOVE 74%
RETENTION26.7%11.3%+15.3 PPABOVE 82%
FORKS29399+194ABOVE 78%
SURPRISE0.000.01-0.01ABOVE 5%