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search_colleges

Search for US colleges by name, state, or degree type to compare tuition, median debt, earnings, graduation rate, and admission rate.

Instructions

Search colleges by name, state, or degree type. Returns tuition, median debt, median earnings, graduation rate, and admission rate for each match.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of results
queryNoSchool name or keyword (optional)
stateNoTwo-letter state code, e.g. 'WA'
degree_typeNoDegree type to filter by
max_tuitionNoMaximum in-state tuition per year (USD)
Behavior2/5

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

No annotations are provided, so the description carries full burden. It lists returned fields but omits important behavioral traits such as pagination, default ordering, behavior with no query, and rate limits.

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 concise with two sentences: one for purpose and one for return fields. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 5 parameters and no output schema, the description covers the basic purpose and output fields. However, it lacks details on behavior like result ordering or default query handling, which would improve completeness.

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 description coverage is 100%, so parameters are well-documented in schema. The description adds no additional parameter meaning beyond the schema, hence a baseline of 3.

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 action ('Search colleges') and specifies filtering criteria (name, state, degree type), as well as return fields. It distinguishes from siblings like 'get_college_details' by indicating a search over multiple colleges.

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?

No explicit guidance on when to use this tool versus alternatives, but the description implies it is for searching colleges with filters, and sibling names provide some context (e.g., 'get_college_details' for details on a single college).

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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