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get_neighbors

Read-onlyIdempotent

Retrieve the incoming and outgoing graph relationships for an OKF concept. Filter by edge kind and optionally include assets or external references.

Instructions

Return the incoming and outgoing graph relationships for one OKF concept.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYesCanonical or path based okf URI of the center concept.
edgeKindsNoLimit neighbors to these edge kinds.
includeAssetsNoInclude referenced asset neighbors.
includeExternalNoInclude opaque external neighbors without fetching them.
Behavior3/5

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

Annotations already declare the operation as read-only, idempotent, and non-destructive. The description adds that it returns both incoming and outgoing relationships, which is useful, but it does not disclose any additional behavior like pagination limits or handling of external resources beyond what the schema parameters indicate.

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 sentence, concise and front-loaded with the verb and key details. Every word adds value, with no redundant or vague filler.

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 read-only tool with strong annotations and full schema coverage, the description is largely sufficient. It clearly states the core function, though it omits any detail about the output format or potential limitations, which would be helpful in the absence of an output schema.

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 all four parameters having clear descriptions. The tool description adds no additional semantics beyond what the schema already provides, so the baseline score of 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 uses a specific verb ('Return') and resource ('incoming and outgoing graph relationships') clearly scoped to 'one OKF concept'. This distinguishes it from sibling tools like get_graph or get_subgraph, which operate on broader graph contexts.

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 implies usage for retrieving immediate relationships of a single concept, but it does not explicitly state when to use this tool versus alternatives such as get_subgraph or find_paths. There is no mention of exclusions or preferred scenarios.

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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