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Kealu-Labs

kealu-benefits-navigator

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by Kealu-Labs

check_eligibility

Check eligibility for government programs like Medicaid, SNAP, and CHIP by providing household details and ZIP code for state-specific validation.

Instructions

ALWAYS use this tool to check eligibility for a specific government program (Medicaid, CHIP, SNAP, WIC, LIHEAP, Section 8, TANF, ACA Marketplace, etc.). Validates against 2025 FPL thresholds and state-specific rules including Medicaid expansion status.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
programYesProgram to check: Medicaid, CHIP, SNAP, WIC, LIHEAP, Section 8, TANF, ACA Marketplace, etc.
zip_codeNo5-digit ZIP code for county/state resolution and Medicaid lookup
household_profileYesHousehold details: income, size, ages, location
Behavior4/5

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

No annotations provided, so description carries full burden. Discloses validation against 2025 FPL thresholds and state-specific rules, including Medicaid expansion status, which adds behavioral context.

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?

Two sentences, front-loaded with 'ALWAYS', no wasted words. Efficient and direct.

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?

With 3 parameters, 2 required, no output schema, and no annotations, description covers purpose and validation logic. Lacks detail on return values or errors but is adequate for the tool's complexity.

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 baseline is 3. Description adds value by listing programs and mentioning FPL thresholds but does not elaborate on parameter formats beyond 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?

Description clearly states the tool checks eligibility for specific government programs, lists program examples, and mentions validation criteria, distinguishing it from siblings like compare_insurance_plans.

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

Usage Guidelines4/5

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

Explicitly says 'ALWAYS use this tool' for eligibility checks, providing clear context. Does not explicitly state when not to use, but sibling tools imply alternatives.

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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