Claude Manufacturing Skills
Claude Skills that encode chemical process and manufacturing engineering practice
Claude Manufacturing Skills is an open-source agent skill by ScottDuncanAI, written mainly in Python, with 71 GitHub stars and the MIT license. Its code was last updated Sep 29, 2026.
Claude PFD Generator
By Scott Duncan. Find me on LinkedIn or at scottduncanai.com.
Describe a process in plain English. Get an editable process flow diagram.
Claude PFD Generator is a Claude skill that turns a process description into a conceptual PFD. It guides Claude through laying out the equipment, drawing process streams and control loops, and checking the result before delivery. No coding experience is required.

A depropanizer PFD generated with the skill, including process flows and control logic. Open the editable SVG.
What you get
- An editable SVG with equipment, process streams, instrumentation, and control loops.
- The Python script that generated the drawing, so Claude can revise it when you request a change.
- Engineering assumptions and any limitations identified while drawing.
Install
Choose the option that matches how you use Claude.
Claude Code
- Click Code → Download ZIP on this repository and extract the ZIP.
- Open the extracted
skillsfolder. Copypfd-generatorinto.claude/skills/in your home folder. Create the folders if they do not exist. To install it for a single project, use that project's.claude/skills/folder instead. - Restart Claude Code and open the folder where you want to save your drawings.
Claude can help install the Python packages listed in skills/pfd-generator/scripts/requirements.txt when needed.
You can also install through Claude Code's plugin commands:
/plugin marketplace add ScottDuncanAI/claude-manufacturing-skills
/plugin install pfd-generator@claude-pfd-generator
Claude.ai
- Download pfd-generator.zip. Leave it zipped.
- In Settings → Capabilities, enable Skills and Code execution and file creation.
- Go to Customize → Skills, select + → Create skill, upload the ZIP, and enable it.
Draw your first PFD
Once the skill is installed, type a process description into Claude:
Draw a PFD of a steam-heated, agitated tank with temperature and level control.
Claude uses the skill when your request matches its description. It may ask questions about the process before drawing.
Open the SVG in your browser and review the equipment, streams, and controls. If a change is needed, describe it in the same conversation. The drawing's labels are editable text.
For a guided exercise, follow Start here.
How it works
The skill gives Claude a drawing workflow, engineering conventions, and reusable SVG components. Claude plans the layout, generates the drawing with Python, and checks it for problems such as overlapping labels, crossed process lines, incorrect elevations, and incomplete control loops.
The skill instructs Claude to render and inspect the drawing, make corrections, and repeat. If rendering is unavailable, Claude must say that the drawing has not been visually checked.
Repository layout
.claude-plugin/marketplace.json Claude Code plugin listing
skills/pfd-generator/
SKILL.md Drawing instructions
references/ Instrumentation and layout conventions
scripts/ SVG components and Python dependencies
examples/ Example PFD and editable SVG
Limits
The output is a conceptual PFD. It is not an issued-for-design P&ID, does not size equipment or relief devices, and does not perform hazard analysis. A qualified engineer must review the drawing before relying on it.
Contributing
See CONTRIBUTING.md to report a drawing issue or improve the generator.
License
MIT. The license covers the skill text and code. It does not make generated drawings correct or replace engineering judgment.
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