Python · Apache-2.0
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.
★ 2.4k
Stars
360 forks · 68 open issues
+4.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
28.5
Momentum / 100
see the breakdown below
18mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.8 | +4.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.22× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 9.8 | 2.4k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 28.5 | sum of the above |
Detail
| Topics | ai-for-physical-assetscondition-based-maintenancehvac-maintenanceiotllm-agentsmodel-context-protocolpredictive-maintenancetime-series-forecasting |
| Matched on | Agent Skills & MCP (model-context-protocol) |
| Short window | +4 stars over 7 days = 0.6/day |
| Long window | +68 stars over 26 days = 2.6/day |
| Lifetime average | 4.36 stars/day over 553 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |