membrane-system-design
Expert skill for membrane filtration and separation system design including process selection, flux calculations, fouling analysis, and concentrate management.
npx skills add a5c-ai/babysitter --skill membrane-system-design --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Membrane System Design Skill Membrane filtration and separation system design for water and wastewater treatment applications. ## Purpose This skill provides comprehensive capabilities for designing membrane treatment systems, including process selection, flux and recovery calculations, fouling analysis, pretreatment requirements, and concentrate management planning. ## Capabilities ### Membrane Process Selection - Microfiltration (MF) applications - Ultrafiltration (UF) applications - Nanofiltration (NF) applications - Reverse Osmosis (RO) applications - Process selection criteria and decision matrix - Hybrid system configurations ### Flux and Recovery Rate Calculations - Design flux determination - Temperature correction factors - Recovery rate optimization - Concentration polarization effects - Osmotic pressure calculations - Permeate quality estimation ### Pretreatment Requirements Assessment - Feed water characterization - Silt Density Index (SDI) analysis - Modified Fouling Index (MFI) calculation - Pretreatment technology selection - Chemical conditioning requirements ### Fouling Analysis and Mitigation - Fouling mechanism identification - Biofouling assessment - Scaling p
- Purpose
- Capabilities
- Membrane Process Selection
- Flux and Recovery Rate Calculations
- Pretreatment Requirements Assessment
- Fouling Analysis and Mitigation
- Concentrate Management Planning
- CIP System Design
- Energy Recovery Device Selection
- Membrane Pilot Testing Protocols
- Prerequisites
- Installation
- Optional Dependencies
- Usage Patterns
pip install numpy scipy pandas matplotlib For optimization pip install scipy pymoo For visualization pip install plotly seaborn
What does the membrane-system-design skill do?
Expert skill for membrane filtration and separation system design including process selection, flux calculations, fouling analysis, and concentrate management.
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill membrane-system-design --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.