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    lss-methodologies

    by Perry

    Expert guidance for selecting and executing Lean Six Sigma methodologies from DMAIC to DFSS and Hoshin Kanri.

    Updated May 2026
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    $5

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    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Identify the ideal framework for specific operational bottlenecks or defects
    • Design implementation roadmaps for DMAIC, DMADV, and DFSS projects
    • Ready for Claude Code
    • Includes example output and usage patterns
    • Instant install

    See it in action

    Methodology: DMAIC. Tollgate (Measure): Gage R&R must be <10%. Action: Perform MSA on digital calipers before Analyze phase begins. Risk: Baseline Cpk < 1.0 indicates severe instability; prioritize process stabilization over optimization to avoid RPN inflation in FMEA.

    About This Skill

    Master Lean Six Sigma Methodology Selection

    Navigating the complex landscape of process improvement requires more than just knowing the tools; it requires selecting the right framework for the specific business problem. This skill acts as a Master Black Belt-level advisor to help developers, project managers, and operational excellence leaders diagnose problems and deploy the correct methodology—whether it's DMAIC, DMADV, Kaizen, or Theory of Constraints.

    What it does

    • Methodology Diagnosis: Analyzes problem scope to recommend specifically between DMAIC (existing processes), DMADV/DFSS (new designs), Kaizen (rapid improvement), or TOC (systemic bottlenecks).
    • Phase Gate Governance: Provides rigorous tollgate criteria and pass/fail metrics for every stage of development, from Define to Control.
    • Execution Safeguards: Identifies common failure modes like measurement system inadequacy (Gage R&R) or control plan abandonment.
    • Strategic Alignment: Utilizes Hoshin Kanri and X-Matrix logic to ensure technical projects move the needle on enterprise-level KPIs.

    Why use this skill?

    Prompting an AI for "Six Sigma tips" often results in generic definitions. This skill provides a structured decision engine that distinguishes between Green, Black, and Master Black Belt scopes. It delivers actionable outputs: statistical guardrails (Cpk/DPMO targets), specific phase deliverables, and escalation triggers. It transforms a standard LLM into a rigorous deployment coach that prevents "methodology theater" and focuses on sustainable, measurable ROI.

    📖 Learn more: Best Testing & QA Skills for Claude Code →

    Use Cases

    • Identify the ideal framework for specific operational bottlenecks or defects
    • Design implementation roadmaps for DMAIC, DMADV, and DFSS projects
    • Facilitate rapid Kaizen events to achieve immediate process improvements
    • Align departmental projects with corporate goals using Hoshin Kanri planning
    • Integrate Theory of Constraints to optimize end-to-end workflow throughput

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    Claude Code, Cursor, Windsurf, GitHub Copilot, and SKILL.md-compatible agents.

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