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hfm_feed_flow_rate_analyzer

Analyzes recommended feed flow rate bounds for hollow-fiber membrane modules based on geometry, operating conditions, and permeance inputs.

Instructions

analyze recommended feed flow rate bounds for a hollow-fiber membrane module from geometry, operating conditions, and permeance inputs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
permeanceYesA dictionary containing the permeance values for each component in the feed stream.
theta_maxNoThe maximum allowable packing density of the fibers (default is 0.8).
viscosityYesThe viscosity of the feed stream.
fiber_lengthYesThe length of the fibers.
velocity_maxNoThe maximum velocity to consider for the analysis (default is 10.0 m/s).
velocity_minNoThe minimum velocity to consider for the analysis (default is 0.01 m/s).
feed_pressureYesThe pressure of the feed stream.
feed_temperatureYesThe temperature of the feed stream.
number_of_fibersYesThe number of fibers in the HFM system.
max_pressure_dropNoThe maximum allowable pressure drop across the fibers (default is 20,000 Pa).
permeate_pressureYesThe pressure of the permeate stream.
feed_mole_fractionYesA dictionary containing the mole fraction values for each component in the feed stream.
fiber_inner_diameterYesThe inner diameter of the fibers.
fiber_outer_diameterYesThe outer diameter of the fibers.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full disclosure burden. However, it does not mention whether the tool is read-only, has side effects, rate limits, or any other behavioral traits beyond computing bounds. The description is too vague to inform the agent about potential impacts.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no redundancy. Every word contributes to the purpose. It is appropriately sized and efficiently structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity (14 parameters, nested objects, output schema exists), the description is minimal but adequate. It summarizes inputs but lacks detail on output nature or edge cases. However, since an output schema is present, it partially compensates. Overall, it is just sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description adds no additional meaning beyond categorizing inputs (geometry, operating conditions, permeance). It does not explain parameter relationships, units, or constraints beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: analyzing recommended feed flow rate bounds for a hollow-fiber membrane module using geometry, operating conditions, and permeance inputs. It distinguishes from siblings 'check_yaml_reference' and 'simulate_gas_hfm' by specifying a unique output (feed flow rate bounds) and inputs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives, or any prerequisites. It simply states what the tool does without contextual advice or exclusion criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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