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Graph Traverse

localnest_graph_traverse
Read-onlyIdempotent

Explore connections in a knowledge graph by starting from an entity and following relationships up to a configurable number of hops. Returns discovered entities and their paths.

Instructions

Traverse the knowledge graph from a starting entity with configurable max hops (default 2). Uses recursive CTEs with cycle prevention. Returns discovered entities with path information.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
start_entity_idYes
max_hopsNo
directionNoboth
response_formatNojson

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes
Behavior3/5

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

Annotations already indicate read-only, idempotent, non-destructive behavior. The description adds implementation details (recursive CTEs, cycle prevention) and return type (path information), which provide useful context beyond annotations but not extensive.

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 three concise sentences, front-loading the core purpose first. Every sentence adds value without redundancy, making it efficient and easy to parse.

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?

With 4 parameters, no schema descriptions, and an output schema (unseen), the description is minimal. It covers the basic traversal idea but lacks details on direction, response format, or output structure, leaving the agent partially informed.

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%, so the description must compensate. It explains start_entity_id and max_hops (including default), but omits direction and response_format, leaving two parameters with enums unexplained. This is insufficient for full parameter understanding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states that the tool traverses the knowledge graph from a starting entity with configurable max hops, which is a specific verb-resource combination. However, it does not explicitly differentiate from sibling tools like kg_query or find_*, though the concept of traversal is distinct.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, exclusions, or when not to use it, leaving the agent without decision-making support.

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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