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PROMPT SPACE
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$15.00marketingUniversal

lss-visuals

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

skill install https://www.promptspace.in/skills/lss-visuals

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.

Use cases

  • Construct SPC control charts to monitor process stability and trends
  • Generate Value Stream Maps to identify waste and streamline operations
  • Produce Pareto diagrams to prioritize root cause improvement efforts
  • Conduct process capability studies with automated CPK and PPK visuals
  • Export editable LSS templates directly to XLSX and SVG formats

Example

Prompt

Create an X-bar R chart from this cycle time data and highlight any out-of-control points.

Sample output preview is available after purchase.

Known limitations

• 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.

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.