Lss Visuals

    4

    Generate production-ready Lean Six Sigma charts, SPC control plots, VSMs, and analytical templates.

    $15

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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    lss-visuals

    Example session with this skill installed

    I need a set of DMAIC deliverables: an interactive I-MR control chart, a project charter with automated formulas, a Pareto chart, and a Value Stream Map showing our lead and takt times.

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

    • Interactive HTML I-MR Control Chart with Western Electric Rule violations highlighted.
    • XLSX Project Charter with automated business case formulas.
    • SVG Value Stream Map including Takt time, Lead time, and Processing time boxes.
    • Pareto Chart PNG with 80/20 cumulative percentage line.

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

    About this skill

    Professional Lean Six Sigma Visuals

    Transform raw data into production-ready Lean Six Sigma (LSS) assets. This skill handles the heavy lifting of statistical calculations and complex diagramming, delivering actual files (HTML, XLSX, PNG, SVG) rather than simple text descriptions. Whether you are a Green Belt building a Pareto chart or a Master Black Belt conducting a full Capability Analysis, this tool ensures your visuals meet rigorous industry standards.

    What it does

    • Statistical Process Control (SPC): Generates I-MR, X-bar R/S, p, np, u, and c-charts with automated Western Electric Rule detection and out-of-control highlighting.
    • Quality & Analysis: Produces Pareto charts with 80/20 lines, Histograms with Normal curve overlays, Box Plots, and Scatter Plots with regression intervals.
    • Lean Mapping: Creates interactive Fishbone (Ishikawa) diagrams, Value Stream Maps (VSM), SIPOC diagrams, and Spaghetti diagrams.
    • Project Templates: Generates editable Excel worksheets for FMEA, Gage R&R, OEE calculators, and Project Charters with built-in formulas and conditional formatting.

    Why use this skill?

    Prompting a standard AI often results in broken SVG code or hallucinated statistical limits. This skill uses precise Python libraries (Plotly, Matplotlib, Openpyxl) to perform exact calculations and apply expert color-coding (e.g., specific markers for out-of-spec data). It follows colorblind-friendly professional palettes and outputs files ready for C-suite presentations or technical documentation.

    Supported Outputs

    • Interactive HTML (Plotly): For charts that require exploration and tooltips.
    • Editable XLSX: For templates requiring data entry and formula logic.
    • Scalable SVG/PNG: For static reports and publication-quality diagrams.

    • Advanced DOE (Design of Experiments) model fitting is limited to basic regression.
    • Does not support direct real-time streaming data ingestion.
    • Large datasets (>50k rows) may time out.

    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 scan passed 7 months ago

    Requires

    Python

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    Listed7 months ago

    What's inside

    Frequently Asked Questions

    Unlike standard AI that often generates broken code or incorrect statistical limits, this skill uses precise Python libraries to calculate exact control limits (UCL/LCL) and produces downloadable, production-ready files like PNG, SVG, and interactive HTML.

    You will receive the complete skill configuration and assets required to integrate these LSS capabilities into your preferred AI agent platform, allowing it to execute complex statistical plotting and template generation.

    This skill is designed for compatibility with leading AI agent platforms that support file generation and Python execution environments, such as OpenAI's GPTs or custom LangChain implementations.

    Yes, the XLSX outputs for FMEA, Gage R&R, and Project Charters include built-in formulas and conditional formatting, allowing you to input your own data and have the calculations update automatically.

    The skill covers a comprehensive range of plots, including I-MR, X-bar R/S, p, np, u, and c-charts, all featuring automated Western Electric Rule detection to highlight out-of-control points.

    New in Business & Operations