Fluid Network Analyzer Skill#

Overview#

Fluid Network Analyzer is a prototype industrial skill for modeling, solving, and analyzing fluid networks.

The skill supports:

• TOML-based network modeling
• Steady-state pressure and flow solving
• Scenario-based system analysis
• Connectivity and flow path analysis
• Automatic Markdown report generation

This skill is designed to be used by AI agents to assist engineers in fluid network design and reliability analysis.

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Capabilities#

1. Generate Network Model#

Generate a TOML network description from natural language.

Input:

• natural language description of a fluid system

Output:

• TOML network definition

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2. Solve Fluid Network#

Solve steady-state pressure and flow distribution.

Input:

• TOML network file
• scenario name

Output:

• node pressures
• branch flows
• velocities
• pressure drops

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3. Scenario Analysis#

Analyze system reliability under different operating conditions.

Input:

• network model
• scenario definition

Output:

• connectivity analysis
• flow path analysis
• load functionality check
• Markdown analysis report

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Example Use Case#

User request:

Design a fluid network with one source and two loads.

Agent workflow:

1. Generate TOML network model
2. Run solver to compute pressures and flows
3. Run scenario analysis
4. Generate Markdown report

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Outputs#

The skill can generate:

• node pressure tables
• branch flow results
• load functionality analysis
• connectivity paths
• Markdown scenario reports

Example reports:

• report_normal.md
• report_valve_closed.md

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Intended Use#

This skill can be used for:

• hydraulic system analysis
• industrial piping network analysis
• digital twin simulations
• AI-assisted engineering design

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License#

MIT-0