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monitoringdevops

acm-master

Complete ACM (Automated Condition Monitoring) expertise system for predictive maintenance and equipment health monitoring. PROACTIVELY activate for: (1) ANY ACM pipeline task (batch runs, coldstart, forecasting), (2) SQL Server data management (historian tables, ACM output tables), (3) Observability stack (Loki logs, Tempo traces, Prometheus metrics, Pyroscope profiling), (4) Grafana dashboard development, (5) Detector tuning and fusion configuration, (6) Model lifecycle management, (7) Debugging pipeline issues. Provides: T-SQL patterns for ACM tables, batch runner usage, detector behavior, RUL forecasting, episode diagnostics, and production-ready pipeline patterns. Ensures professional-grade industrial monitoring following ACM v11.0.0 architecture.

bhadkamkar9snehil
maintainer
bhadkamkar9snehil
अपडेट किया गया 1/20/2026
स्टार
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quick start

Installation and usage

Complete ACM (Automated Condition Monitoring) expertise system for predictive maintenance and equipment health monitoring. PROACTIVELY activate for: (1) ANY ACM pipeline task (batch runs, coldstart, forecasting), (2) SQL Server data management (historian tables, ACM output tables), (3) Observability stack (Loki logs, Tempo traces, Prometheus metrics, Pyroscope profiling), (4) Grafana dashboard development, (5) Detector tuning and fusion configuration, (6) Model lifecycle management, (7) Debugging pipeline issues. Provides: T-SQL patterns for ACM tables, batch runner usage, detector behavior, RUL forecasting, episode diagnostics, and production-ready pipeline patterns. Ensures professional-grade industrial monitoring following ACM v11.0.0 architecture.

इंस्टॉलेशन
$ install --globalskills.sh
उपयोग

इंस्टॉल करने के बाद, आप टर्मिनल में यह कमांड चलाकर इस स्किल का उपयोग कर सकते हैं:

skills use acm-master