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Glama

get_graduate_course_schedule

Read-onlyIdempotent

Retrieve a graduate course's class groups for NTU's currently published academic term using its course code.

Instructions

Get a graduate course's class groups for NTU's currently published academic term.

Input Schema

NameRequiredDescriptionDefault
course_codeYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, so safety is covered. The description adds a genuinely useful behavioral constraint beyond them: only the currently published academic term is served, so historical terms are unavailable. It still says nothing about behavior when a course code is not found.

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 tight sentence with the resource front-loaded and the temporal scope trailing. No filler, though it is arguably too terse to carry the parameter burden.

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?

An output schema exists, so return values need not be explained, and the term scoping is covered. The remaining gap is the undocumented course_code format, which is the one thing an agent must get right to invoke the tool.

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% for the single required parameter course_code, so the description carries the burden. 'A graduate course's' only loosely implies that course_code identifies the course; no format, example, or case sensitivity is given.

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?

States a specific verb (Get) and resource (a graduate course's class groups) with the scope qualifier 'currently published academic term'. The 'graduate' qualifier implicitly separates it from get_undergraduate_exam_schedule, though it never names a sibling explicitly.

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 when-to-use guidance, no prerequisites, and no mention of alternatives such as get_index_schedule or get_course. The agent must infer from the name alone which schedule tool applies.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.