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read_graph

Retrieve the complete knowledge graph for a project, including all entities, relations, and observations stored in memory.

Instructions

Read the entire knowledge graph for a specific project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdYesThe project identifier
Behavior3/5

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

No annotations provided, so description carries full burden. It indicates a read-only operation but lacks details about the response format, performance impact, or what 'entire knowledge graph' includes (nodes, relations, observations?). Some transparency but incomplete.

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?

Single sentence, no wasted words, appropriately sized for a simple tool with one parameter.

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?

For a tool that reads the entire graph, the description is terse. It omits details about the output (e.g., does it return nodes, edges, observations?) and potential size implications. With no output schema, more context would be beneficial.

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 coverage is 100% with projectId described as 'The project identifier.' Description reinforces the need for a project but adds no additional meaning beyond the schema. Baseline 3 applies.

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 tool reads the entire knowledge graph for a specific project, using a specific verb ('Read') and resource ('knowledge graph'). It distinguishes itself from sibling tools that add, copy, create, or delete entities.

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 implies the tool is for reading the whole graph when given a project ID, but does not explicitly state when to use it versus alternatives like search_nodes or get_project_observations. No exclusions or when-not-to-use guidance provided.

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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