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Sixsigma

by @ckchzh

Six Sigma methodology reference — DMAIC process, statistical tools, control charts, and capability analysis. Use when running improvement projects, analyzing...

Versionv1.0.0
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📖 About This Skill

name: "sixsigma" version: "1.0.0" description: "Six Sigma methodology reference — DMAIC process, statistical tools, control charts, and capability analysis. Use when running improvement projects, analyzing process variation, or preparing for Six Sigma certification." author: "BytesAgain" homepage: "https://bytesagain.com" source: "https://github.com/bytesagain/ai-skills" tags: [six-sigma, dmaic, quality, statistics, process-improvement, industrial] category: "industrial"

Six Sigma — Six Sigma Methodology Reference

Quick-reference for DMAIC methodology, statistical tools, control charts, and process capability.

When to Use

  • Running a DMAIC improvement project
  • Analyzing process capability (Cp, Cpk, Pp, Ppk)
  • Setting up control charts (Xbar-R, p-chart, c-chart)
  • Performing root cause analysis (fishbone, 5 Why, FMEA)
  • Preparing for Six Sigma Green/Black Belt certification

    • Commands

    intro

    scripts/script.sh intro

    Six Sigma overview — philosophy, sigma levels, belt system, history.

    dmaic

    scripts/script.sh dmaic

    DMAIC phases: Define, Measure, Analyze, Improve, Control.

    statistics

    scripts/script.sh statistics

    Key statistical concepts: normal distribution, hypothesis testing, regression.

    charts

    scripts/script.sh charts

    Control charts: Xbar-R, Xbar-S, p-chart, np-chart, c-chart, u-chart, I-MR.

    capability

    scripts/script.sh capability

    Process capability: Cp, Cpk, Pp, Ppk, sigma level, DPMO.

    tools

    scripts/script.sh tools

    Six Sigma tools: fishbone, 5 Why, FMEA, Pareto, DOE, MSA.

    examples

    scripts/script.sh examples

    Example DMAIC project walkthroughs.

    checklist

    scripts/script.sh checklist

    DMAIC phase gate review checklist.

    help

    scripts/script.sh help

    version

    scripts/script.sh version

    Configuration

    | Variable | Description | |----------|-------------| | SIXSIGMA_DIR | Data directory (default: ~/.sixsigma/) |

    *Powered by BytesAgain | bytesagain.com | hello@bytesagain.com*

    ⚡ When to Use

    TriggerAction
    - Analyzing process capability (Cp, Cpk, Pp, Ppk)
    - Setting up control charts (Xbar-R, p-chart, c-chart)
    - Performing root cause analysis (fishbone, 5 Why, FMEA)
    - Preparing for Six Sigma Green/Black Belt certification

    ⚙️ Configuration

    | Variable | Description | |----------|-------------| | SIXSIGMA_DIR | Data directory (default: ~/.sixsigma/) |

    *Powered by BytesAgain | bytesagain.com | hello@bytesagain.com*