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RO and NF membrane diagnostics: fouling and scaling v1.0.0

Use this resource to identify the cause of a performance deviation on an RO or NF plant

New

  • 317 downloads
  • 248 likes
  • 233 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ro-nf-membrane-diagnostics

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent classifies observed deviations against the fouling, scaling and integrity taxonomy, cross-checks them with ASTM D4516 trends and proposes a cleaning matrix. You get a ranked probable cause with the data to verify.

Mostly picked by

Updated November 2, 2026

Card for the “RO and NF membrane diagnostics: fouling and scaling” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: fouling and scaling taxonomy
  • SKILL.md: failure signatures and ASTM D4516 trends
  • SKILL.md: CIP decision matrix and diagnostic tree

Good fit for

  • The differential pressure of an RO train rises every week
  • Permeate quality drops suddenly after a shutdown

Not for

    Tags

    • diagnostics
    • membranes
    • fouling
    • scaling
    • osmosis

    About

    You say

    “Analyze my RO train data: differential pressure rising and permeate saltier for ten days.”

    Card for the “RO and NF membrane diagnostics: fouling and scaling” skill

    Skill published by claude-dev-suite under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to identify the cause of a performance deviation on an RO or NF plant
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md21.9 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/industrial/membrane-troubleshooting
    Licence
    MIT

    Notice

    « membrane-troubleshooting » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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