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demeet2k

Athena MCP Server

by demeet2k

athena_bionano_interface_match

Score producer-consumer interface compatibility across rate, latency, error tolerance, statefulness, reversibility, and coupling using a Smith-chart-inspired proxy.

Instructions

Score a normalized producer/consumer interface profile over rate, latency, error tolerance, statefulness, reversibility and coupling. Smith-chart-inspired compatibility proxy; not physical electrical impedance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
consumerYes
producerYes
Behavior2/5

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

With no annotations provided, the description carries the full burden of disclosing behavior. It only offers a conceptual comparison ('Smith-chart-inspired compatibility proxy; not physical electrical impedance') and does not address side effects, return format, whether the operation is read-only, or any other behavioral traits.

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

Conciseness4/5

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

The description is concise: two sentences with no filler. The first sentence delivers the core function, and the second clarifies the conceptual model. The 'not physical electrical impedance' clarification is useful but could be placed more efficiently.

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

Completeness2/5

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

For a tool with two nested-object parameters and no output schema or annotations, the description is under-specified. It lacks information about return values, how to interpret the score, how to construct valid profiles, and any usage context. The agent would need to cross-reference sibling tools or rely on external knowledge.

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 0%, so the description must compensate. It lists the six profile dimensions (rate, latency, error tolerance, statefulness, reversibility, coupling) which map directly to schema properties, but it does not explain the meaning of 'producer/consumer' roles or how the scoring scale integrates with the numeric range in the schema.

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 function: 'Score a normalized producer/consumer interface profile over rate, latency, error tolerance, statefulness, reversibility and coupling.' This is a specific verb-resource combination that distinguishes it from sibling tools, further clarified by the 'Smith-chart-inspired compatibility proxy' metaphor.

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?

There is no guidance on when to use this tool versus alternatives. The description does not mention exclusions, prerequisites, or relationships to sibling tools (e.g., other bionano tools), leaving the agent to infer usage context.

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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