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Black-Swan-Causal-Labs

com.blackswancausallabs/openfda-mcp

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classify_device_product_code

Resolve a 3-letter CDRH product code to its FDA device class and medical specialty for regulatory classification.

Instructions

Resolve a CDRH product code to its device class and medical specialty.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
product_codeYesThe 3-letter CDRH product code, e.g. "HQD", "SDQ".

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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, but it only states the core function without disclosing behavior such as error handling, case sensitivity, whether the operation is read-only, or any potential side effects.

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, concise sentence that directly states the tool's function without unnecessary words.

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

Completeness4/5

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

For a simple one-parameter lookup with an output schema present, the description adequately covers the core purpose. However, it lacks any note on edge cases or prerequisites, which would be useful with no annotations.

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%, with the parameter 'product_code' already well-documented (3-letter code, examples). The description adds no additional parameter information, so baseline of 3 applies.

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 uses the specific verb 'Resolve' and identifies the resource 'CDRH product code' with a clear output ('device class and medical specialty'). This distinguishes it from sibling tools like lookup_device_submission and validate_device_application.

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 information about when to use this tool versus alternatives. It does not mention any prerequisites, exclusions, or references to sibling tools.

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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