Lss Tools

    3

    Expert Lean Six Sigma guidance, statistical formulas, and operational tools for industrial-grade process improvement.

    Free

    16 usesSecurity scanned

    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    lss-tools

    Example session with this skill installed

    Our latest production run of 120 units has a mean of 5.4mm and standard deviation of 0.17mm. Specs are 5.0mm +/- 0.5mm. Calculate process capability and provide a recommendation.

    • Read your context and instructions
    • Compiled the lss-tools

    Process Capability Report

    • Cpk: 0.82 (Action Required: Non-capable)
    • Cp-Cpk Gap: 0.51 (Large mean shift detected)
    • Sigma Level: 2.46
    • Est. Yield: 94.1%
    • Recommendation: Perform machine centering adjustment and investigate tool wear on the LSL boundary.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    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.

    • Requires external data input; cannot ingest raw CSV files directly.
    • Assumes normal distribution logic unless non-normal tests are explicitly requested.
    • Not a substitute for certified PE/legal sign-off.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Security scanned

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    16 uses

    Times used to date

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    Trust & safety

    Security scan

    Security scan passed 7 months ago

    • Free with an Agensi account

    Permissions

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    Listed7 months ago

    What's inside

    Frequently Asked Questions

    This skill provides precise, MBB-level statistical formulas, Western Electric Rules for control charts, and structured frameworks like FMEA and VSM to eliminate 'hallucinated' data and ensure industrial-grade accuracy in process audits.

    The skill is designed for high compatibility with leading LLMs (like GPT-4 and Claude 3.5) and can be easily integrated into any agentic workflow or custom GPT that supports standard API or tool calling.

    You will receive a comprehensive manifest file containing the tool definitions, structured prompts, and technical guidance needed to equip your agent with the full LSS toolkit.

    Yes, this skill is designed to handle diverse datasets, allowing it to calculate Process Capability (Cp/Cpk), interpret Gage R&R studies, and perform normality tests using the Anderson-Darling method.

    Absolutely. The tool includes logic to differentiate between Green Belt and Black Belt depth requirements, helping you decide when a project needs to be escalated to more senior practitioners.

    Updates are released periodically to reflect changes in ISO/ASQ standards; buyers receive notification through the marketplace to download the latest version of the tool definitions at no additional cost.

    New in Business & Operations

    Free