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tvet_programs

Read-only

Retrieve TVET programs in Kenya by trade or county. Lists vocational training institutions and courses.

Instructions

TVET programs available in Kenya by trade or county. DEMO.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tradeNoOptional filter for trade. Pass None to return all results.
countyNoCounty to list TVET institutions in.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already indicate readOnlyHint=true, so the description adds 'DEMO' indicating a demo version, which is useful behavioral context. No contradictions, but minimal extra beyond annotations.

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?

Very concise with two sentences; the first states purpose, the second adds a note. No fluff, though 'DEMO.' could be integrated or split for clarity.

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 output schema exists and parameters are well-documented, the description is minimally adequate. However, it lacks a clear action verb and could more explicitly describe what the tool returns (e.g., program names, institutions).

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%, so the description need not add much. It mentions 'by trade or county' aligning with parameters but adds no further detail beyond what the schema already provides.

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 the tool provides TVET programs in Kenya, filterable by trade or county. It is specific and distinct from siblings like school_finder or exam_results_guide, though it lacks an explicit action verb like 'list'.

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 does not provide when-to-use or when-not-to-use guidance. It implies usage for TVET queries in Kenya but offers no exclusions or alternatives, relying only on sibling tool names for context.

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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