membrane-system-designer

Membrane separation system design skill for RO, UF, NF, and gas separation applications

509 stars

Best use case

membrane-system-designer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Membrane separation system design skill for RO, UF, NF, and gas separation applications

Teams using membrane-system-designer should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/membrane-system-designer/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/chemical-engineering/skills/membrane-system-designer/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/membrane-system-designer/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How membrane-system-designer Compares

Feature / Agentmembrane-system-designerStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Membrane separation system design skill for RO, UF, NF, and gas separation applications

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Membrane System Designer Skill

## Purpose

The Membrane System Designer Skill designs membrane separation systems including reverse osmosis, ultrafiltration, nanofiltration, and gas separation applications.

## Capabilities

- Membrane selection and sizing
- Module configuration design
- Permeate flux calculations
- Fouling prediction and mitigation
- Cleaning protocol design
- Multi-stage system design
- Recovery and rejection optimization
- Energy consumption analysis

## Usage Guidelines

### When to Use
- Designing membrane separation systems
- Optimizing existing installations
- Evaluating membrane alternatives
- Troubleshooting fouling issues

### Prerequisites
- Feed characterization complete
- Separation requirements defined
- Operating conditions specified
- Fouling potential assessed

### Best Practices
- Account for fouling in design
- Plan for membrane replacement
- Include adequate pretreatment
- Consider energy recovery

## Process Integration

This skill integrates with:
- Membrane Separation System Design
- Separation Sequence Synthesis
- Process Flow Diagram Development

## Configuration

```yaml
membrane-system-designer:
  membrane-types:
    - reverse-osmosis
    - nanofiltration
    - ultrafiltration
    - microfiltration
    - gas-separation
  configurations:
    - single-stage
    - multi-stage
    - recycle
```

## Output Artifacts

- System specifications
- Module datasheets
- Performance predictions
- Cleaning protocols
- Operating procedures

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