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search_scholarships

Search 9,500+ scholarships and grants from the US Dept of Labor database. Filter by keyword, state, study level, or major to find financial aid for college.

Instructions

Search 9,500+ scholarships and grants from the US Dept of Labor CareerOneStop database. Filter by keyword, state, study level, or major.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of results
stateNoTwo-letter state code to find scholarships restricted to that state, e.g. 'WA'
keywordNoKeyword to search scholarships by (e.g. 'engineering', 'STEM', 'first generation')
study_levelNoEducation level the scholarship is for
Behavior2/5

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

No annotations are provided, and the description only mentions the dataset and filters. It fails to disclose return format, pagination, order, or any limitations, leaving behavioral traits unclear.

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?

Single sentence that is front-loaded with the key action and relevant details, no unnecessary words.

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 no output schema and moderate complexity, the description provides basic context but omits expected output format and result ordering, which would aid an AI agent.

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 the description adds no new meaning to parameters. It merely restates the filter options already defined in the schema.

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 searches scholarships and grants from a specific database (US Dept of Labor CareerOneStop) and lists filtering options, distinguishing it from sibling tools focused on colleges and majors.

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 implies usage for scholarship searches but does not explicitly state when to use this tool over siblings or what to do if results are insufficient.

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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