AI-powered predictive maintenance & vibration fault diagnosis — bridging STEVAL-STWINBX1 IoT edge sensors and Claude via Model Context Protocol (MCP)
LGDiMaggio/claude-stwinbox-diagnostics
Skill Claude CodeCodex
WHAT: Connects to the STEVAL-STWINBX1 sensor board to acquire vibration data, configure MEMS sensors, and establish baseline vibration profiles for rotating machinery. WHEN: Use when the user wants to start monitoring a machine, acquire vibration data from the STWIN.box, configure sensor parameters, set up data…
LGDiMaggio/claude-stwinbox-diagnostics
Skill Claude CodeCodex
WHAT: Generates structured diagnostic reports for machine operators and maintenance technicians, summarizing vibration analysis results with severity levels, fault findings, and actionable maintenance recommendations in clear, non-technical language. WHEN: Use when the user asks to create a report, generate a…
LGDiMaggio/claude-stwinbox-diagnostics
Skill Claude CodeCodex
WHAT: Performs multi-step vibration analysis to diagnose rotating machinery faults including unbalance, misalignment, bearing defects, and mechanical looseness using FFT, envelope analysis, and bearing fault-frequency calculations. WHEN: Use when the user has vibration data (live from STWIN.box or from a file) and…