lgdimaggio/predictive-maintenance-mcp
8 skills
$npx skills add lgdimaggio/predictive-maintenance-mcpSkillInstalls
anomaly-detectionML-based anomaly detection and model training for vibration signals using the predictive-maintenance-mcp server.bearing-diagnosisComplete bearing fault diagnostic workflow using vibration analysis and the predictive-maintenance-mcp server.documentation-searchSearch machine manuals, bearing catalogs, and technical documentation using RAG-based retrieval via the predictive-maintenance-mcp server.gear-diagnosisGear fault diagnosis workflow using vibration analysis via the predictive-maintenance-mcp server.prognosticsPrognostic assessment workflow: trend analysis, degradation onset detection, and Remaining Useful Life (RUL) estimation using the predictive-maintenance-mcp…quick-screeningFast vibration health screening for industrial machinery using the predictive-maintenance-mcp server.report-generationGenerate professional diagnostic reports (HTML, DOCX) for vibration analysis using the predictive-maintenance-mcp server.signal-managementSignal loading, generation, and cache management using the predictive-maintenance-mcp server.