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graphql_query

Run arbitrary GraphQL queries on GitHub's v4 API to fetch nested data, such as organization teams and members, in one round trip.

Instructions

Run an arbitrary GraphQL query against GitHub's v4 API.

Useful for nested fetches (e.g. org -> teams -> members) in one round trip.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
variablesNo
Behavior3/5

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

With no annotations, the description must carry behavioral disclosure. It mentions 'arbitrary' queries, implying flexibility and potential for mutations, but does not specify safety constraints, rate limits, or required permissions.

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 two sentences with no wasted words. The primary action is front-loaded, and each sentence adds distinct value.

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 simple tool with two parameters and no output schema, the description is fairly complete. It explains the tool's role and a typical use case, though it could mention that the API is GitHub-specific and that queries can include mutations.

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 0%, so the description must compensate. It adds context that 'query' is a GraphQL query string and 'variables' is optional, but does not describe format or constraints for either parameter.

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 the action ('Run an arbitrary GraphQL query') and the specific resource ('GitHub's v4 API'), distinguishing it from sibling tools that are more specific in scope.

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

Usage Guidelines4/5

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

The description provides a concrete use case for nested fetches, implying when this tool is beneficial. However, it does not explicitly state when not to use it or list alternative 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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