Master Lean Six Sigma with MBB-Level Precision

Transform your AI agent into a Master Black Belt (MBB) consultant. This skill provides technically defensible, operationally actionable guidance across the entire Lean Six Sigma (LSS) toolkit. It moves beyond generic advice to provide exact formulas, specific thresholds, and rigorous interpretation criteria for process improvement.

What it does

• Statistical Rigor: Calculates and interprets technical metrics including Process Capability (Cp/Cpk, Pp/Ppk), Gage R&R, and OEE.
• Waste Identification: Executes structured audits using TIMWOODS/DOWNTIME frameworks to quantify non-value-add activities.
• Root Cause Analysis: Facilitates deep-dives using 5 Whys, Ishikawa diagrams, and FMEA with standardized RPN scoring.
• Operational Excellence: Guides the implementation of 5S, Kanban, SMED, and Takt Time synchronization.
• Governance: Differentiates between Green Belt and Black Belt depth requirements to ensure proper project escalation.

Why use this skill

Standard AI prompts often hallucinate statistical formulas or offer vague "Lean" advice. This skill ensures your agent uses the Western Electric Rules for SPC charts, applies the correct Anderson-Darling tests for normality, and follows structured Gemba Walk protocols. Whether you are conducting a VSM or designing a DOE, you get industry-standard methodology every time.

Output format

Expect structured reports featuring data tables, severity calibrations, step-by-step implementation roadmaps, and prioritized action plans based on RPN or impact-effort matrices.