Lss Audit

    4

    Conduct MBB-level operational excellence audits and maturity assessments with calibrated findings and roadmaps.

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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurfMManus+14 more

    See it in action

    You say

    Audit my CNC machining center's LSS maturity. High scrap rates and unstable cycle times suggest methodology gaps. Provide a severity-calibrated report with a phased roadmap for improvement.

    Your agent does

    Executive Summary: Maturity Score 2.8/5.0. Top Finding: Lack of MSA on critical CNC sensors (Critical Severity). Opportunity: $85k annual COPQ reduction via SPC stabilization. Roadmap: 30-day Gauge R&R schedule; 90-day Tier 2 DMS implementation; 180-day VSM refresh.

    What you get

    Identify process gaps using calibrated MBB-level maturity frameworks.Generate prioritized roadmaps for Lean Six Sigma transformation.Convert raw shop-floor observations into high-level audit reports.Assess organizational standardization against global industry benchmarks.

    About this skill

    What it does

    The Lean Six Sigma (LSS) Audit skill is a high-level operational excellence tool designed for Master Black Belts and senior auditors. It conducts rigorous, evidence-based assessments of organizational maturity across seven critical dimensions, including methodology deployment, process standardization, and measurement systems. It transforms raw observations and process data into consulting-grade audit reports and actionable transformation roadmaps.

    What problem it solves

    Standardizing operational audits is difficult and time-consuming. This skill eliminates the subjectivity of "gut-feeling" assessments by providing a defensible framework for identifying process gaps. It helps organizations move beyond "paper belts" and superficial improvements by rooting out the cause of methodology abandonment and quantifying the Cost of Poor Quality (COPQ).

    Why use this skill

    • MBB-Level Calibration: All findings are automatically categorized by severity (Critical to Low) based on safety, compliance, and financial impact.
    • Evidence-Based Governance: It forces a structured four-phase engagement: Pre-Audit, Gemba/Data Review, Calibration, and Reporting.
    • Industry-Specific Intelligence: Includes specialized protocols for Manufacturing, Service/Transactional, Healthcare, and Software/IT sectors.
    • Ready-to-Present Output: Generates executive summaries, detailed finding cards with root causes, and phased improvement roadmaps (30/90/180 days).

    Supported Tools & Dimensions

    The skill evaluates maturity across DMAIC/Lean governance, SPC/Control Charting, OEE, VSM currency, Takt time awareness, and Tiered Daily Management Systems (DMS).

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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