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get_project_graph

Retrieve the full knowledge graph for a given project to explore its data connections and relationships.

Instructions

Get the complete knowledge graph for a project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, so the description carries full burden for behavioral disclosure. It only states 'get' and 'complete,' without detailing what 'complete' entails, pagination, authentication needs, or any side effects. Minimal transparency.

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?

One short sentence that is front-loaded and free of fluff. However, it may be under-specified; conciseness is appropriate but brevity sacrifices detail.

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

Completeness2/5

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

Despite having an output schema, the description does not explain what 'complete knowledge graph' means or any limitations. For a tool returning a complex structure, this is insufficient context.

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

Parameters1/5

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

Schema description coverage is 0%, and the description adds no meaning to the single 'project' parameter. It does not clarify format (e.g., ID or name) or provide constraints, leaving the agent with no guidance beyond the property name.

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 clearly states the tool retrieves the complete knowledge graph for a project, with a specific verb and resource. It is distinct from siblings like get_entity (single entity) and search_knowledge (search).

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 explicit guidance on when to use this tool versus alternatives like get_entity or run_cypher. The description implies usage for full graph retrieval but provides no exclusions or context for selection.

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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