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Navigate SKOS Hierarchy

navigate_skos_hierarchy
Read-onlyIdempotent

Explore semantic relationships by navigating SKOS hierarchies upward, downward, or both from a given concept URI up to depth 5.

Instructions

Navigate a SKOS hierarchy upward and/or downward from a concept.

Args:

  • uri: Concept URI

  • direction: "up" | "down" | "both"

  • depth: 1..5

Returns:

  • Flat list of related concepts with direction and depth

Use when: You want a dedicated SKOS navigation tool instead of writing custom query_sparql property paths.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYesURI of the starting concept
depthNoTraversal depth from 1 to 5
directionNoTraverse broader, narrower, or both directionsboth
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so the tool is safe. The description adds that it returns a flat list with direction and depth, which is helpful output detail beyond annotations.

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 and well-structured with Args, Returns, and Use when sections. Every sentence serves a purpose, and the main verb is front-loaded.

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?

The description covers purpose, parameters, and output format. For a simple navigation tool with 3 parameters and no output schema, this is nearly complete. Could mention result size limits, but depth max handles that.

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 each parameter is already documented. The description repeats uri, direction, depth but adds no new meaning beyond the schema. Baseline 3 is appropriate.

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 'Navigate a SKOS hierarchy upward and/or downward from a concept,' specifying the verb (navigate), resource (SKOS hierarchy), and scope (upward/downward). This distinguishes it from sibling tools like query_sparql.

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

Usage Guidelines5/5

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

Explicitly says 'Use when: You want a dedicated SKOS navigation tool instead of writing custom query_sparql property paths,' providing a clear alternative and use case.

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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