ScottDuncanAI

ScottDuncanAI/industrial-ai-troubleshooting-agent

Command Claude Code

Generate a formatted audit report from a completed root cause analysis trace.

ScottDuncanAI/industrial-ai-troubleshooting-agent

Command Claude Code

Run Isolation Forest anomaly detection and XGBoost feature importance analysis on the boiler historian data to identify fault periods and rank early-warning sensors.

ScottDuncanAI/industrial-ai-troubleshooting-agent

Command Claude Code

Run Multivariate Statistical Process Control analysis on the boiler historian data using PCA-based monitoring with T-squared and SPE statistics.

ScottDuncanAI/industrial-ai-troubleshooting-agent

Command Claude Code

Run all setup steps so the user can start using the Boiler Historian project. The user may have no coding experience — do not ask them to run commands or edit files. Handle everything yourself and explain what you're doing in plain language as you go.

ScottDuncanAI/industrial-ai-troubleshooting-agent

Instructions file

Instructions for ScottDuncanAI/industrial-ai-troubleshooting-agent, covering boiler historian — system reference, critical rules — read first, the four data sources, 1. historian (duckdb) and 2. alarm log (duckdb).

ScottDuncanAI/claude-manufacturing-skills

Plugin Claude Code

Claude Skills for chemical manufacturing and process engineering.

ScottDuncanAI/claude-manufacturing-skills

Skill Claude CodeCodex

Generate a conceptual PFD (process flow diagram) as an editable SVG, along with the Python script that produced it. Use when the user describes a process and asks to draw, diagram, sketch, or visualize it; when they mention a P&ID, PFD, control loop drawing, or cascade control; or when they ask to edit an existing…

ScottDuncanAI/claude-manufacturing-skills

Skill Claude CodeCodex

What this skill produces, in one clause. Use when . Not a substitute for .