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.
IBM/AssetOpsBench is drawing steady momentum at +1.1 stars/day (32nd percentile in the tracked cohort), for a momentum score of 37.3/100. Forks are climbing too, at +0.7/day.
Low breakout odds over the next 14 days, led by push recency (99th pctl) and fork velocity (55th pctl). Confidence is high given the available history.
Reconstructed from 163 snapshots — the time-series GitHub’s API doesn’t expose.
Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/IBM/AssetOpsBench)Transparent heuristic · logged for model training
Percentile rank within the tracked cohort. The score self-calibrates — it answers “accelerating vs. everything else,” not raw size.