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loinc_panels

Read-onlyIdempotent

Retrieve the complete list of LOINC codes that compose a panel or assessment form, showing all included tests and related observations.

Instructions

Get the structure of a LOINC panel or form.

Use this tool to:

  • See all tests included in a panel (e.g., CBC, metabolic panel)

  • Get the structure of assessment forms

  • Find related observations grouped together

Returns the list of LOINC codes that make up the panel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
loinc_numYesLOINC number (e.g., "2339-0")

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
loinc_numYes
panelYes
Behavior3/5

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

Annotations (readOnlyHint, etc.) already declare the tool as safe and idempotent. The description adds that it returns a list of LOINC codes, which is useful but does not disclose additional behavioral traits beyond what annotations provide.

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 concise, front-loaded with the main purpose, and uses bullet points for use cases. Every sentence adds value without redundancy.

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?

Given the tool's simplicity (one parameter, read-only, output schema present), the description adequately covers its purpose and return value. Minor gaps (e.g., error handling) are acceptable for this straightforward retrieval tool.

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?

The input schema already includes a clear description and pattern for the single parameter (loinc_num). With 100% schema coverage, the description adds minimal extra semantic value, achieving the baseline.

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

Purpose4/5

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

The description clearly states the tool returns the structure of a LOINC panel or form, with specific use cases listed. However, it does not explicitly differentiate from siblings like loinc_details or loinc_answers, which provide related but distinct information.

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

Usage Guidelines3/5

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

The description provides clear contexts for use (e.g., seeing tests in a panel, finding related observations), but lacks any guidance on when not to use this tool or mention of alternatives such as loinc_details for single-code details.

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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