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