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get_prerequisites

Return the full upstream prerequisite chain for a NemoClaw concept.

Useful for understanding what a concept depends on end-to-end.

Args: concept: Exact or partial concept label.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
conceptYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.6/5.0
Behavior2/5

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

No annotations are provided, and the description lacks behavioral details such as authentication requirements, rate limits, error handling, or what happens if the concept is not found. The description only states the action, not its side effects or constraints.

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?

The description is fairly concise with two clear sentences and an informal args line. It is front-loaded with the primary action, but the args section is minimally structured. Still, it avoids unnecessary verbosity.

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?

Given the tool has an output schema (not shown) and only one parameter, the description is minimal but covers the essential purpose. However, it omits behaviors like pagination, ordering, or example usage, leaving some gaps for a complete understanding.

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

Parameters4/5

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

The schema has zero parameter descriptions, so the description adds crucial meaning: the concept parameter accepts 'Exact or partial concept label'. This clarifies the input format beyond the schema's basic type definition.

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 returns the full upstream prerequisite chain for a NemoClaw concept, which is a specific verb-resource pair. It distinguishes itself from siblings like search_concepts and query_ckg by focusing on prerequisites.

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

Usage Guidelines3/5

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

The description provides a use case ('useful for understanding what a concept depends on end-to-end') but does not explicitly state when not to use it or suggest alternative tools. Guidance is implied but incomplete.

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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