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graphify_god_nodes

Read-only

List the highest-degree nodes in a knowledge graph to identify key structural hubs and central entities.

Instructions

List the highest-degree (most connected) 'god nodes'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
top_nNo
as_jsonNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already provide readOnlyHint=true, consistent with listing. Description adds the concept of 'god nodes' and highest-degree ordering, but no extra behavioral traits (e.g., pagination, data freshness). Minimal added value 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.

Conciseness4/5

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

Single sentence, concise and front-loaded. Efficient but could add slight detail without losing brevity.

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

Completeness3/5

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

Output schema exists, covering return structure. Description explains the core concept. However, with 0% schema coverage and no parameter explanations, an agent may lack complete information for invocation, especially for 'as_json' and 'top_n' semantics.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, but description does not explain parameters. 'top_n' and 'as_json' meanings are absent. The description only mentions 'highest-degree' without linking to parameters.

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?

Description uses specific verb 'list' and resource 'god nodes', clearly defining them as 'highest-degree (most connected)' nodes. This distinguishes it from siblings like graphify_neighbors or graphify_node_details.

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?

No guidance on when to use this tool versus alternatives. Does not mention context like global scope or preconditions. Among many sibling graph tools, explicit usage notes are lacking.

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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