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Glama

qualify_check

Eligibility-navigator: given a household situation (income, size, filing status), return which federal/state benefits & credits the person LIKELY qualifies for but may be missing — each with a confidence tier (LIKELY/VERIFY/UNLIKELY), the exact governing rule cited inline, the verify-date, and the administering body to claim it FREE. Never a guarantee; never files for you.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filingStatusNoTax filing status.
householdSizeYesPeople in household.
householdIncomeYesAnnual household income (USD).
onQualifyingProgramNoAlready on SNAP/Medicaid/SSI/etc.
retirementContributionNoIRA/401k contributed this year (USD).
hasAffordableEmployerCoverageNo

TDQS

A3.9/5.0
Behavior4/5

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

With no annotations provided, the description carries full burden for behavioral disclosure. It reveals key traits: returns confidence tiers (LIKELY/VERIFY/UNLIKELY), cites governing rules, provides verify-date and administering body, and clarifies it does not file or guarantee results. However, it does not discuss data handling or privacy implications.

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?

The description is relatively concise at three sentences, starting with a clear label 'Eligibility-navigator' and immediately stating the input-output relationship. The final disclaimer is slightly redundant but does not hinder clarity.

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 complexity and lack of output schema, the description adequately explains the output format (benefits with confidence tier, rule, verify-date, administering body). It does not detail how to interpret confidence levels or handle state-specific rules, but covers essential behavioral aspects.

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 83%, so baseline is 3. The description adds marginal value by listing key parameters (income, size, filing status) but does not elaborate on optional parameters like retirementContribution or hasAffordableEmployerCoverage beyond 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 defines the tool as an eligibility navigator that returns benefits and credits a person may qualify for, with confidence tiers and detailed citations. It distinguishes itself from siblings like 'missed_credits_scan' by focusing on eligibility for federal/state benefits rather than scanning for missed credits.

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 explains when to use the tool (given household situation) but lacks explicit guidance on when not to use it or alternatives among the sibling tools. The disclaimer 'never a guarantee; never files for you' provides some usage boundary but does not direct to other tools for specific scenarios.

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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TDQS

A3.8/5.0
Disambiguation5/5

Each tool targets a distinct domain (benefits, citizenship, charity care, employer benefits, etc.) with clear descriptions that prevent overlap. The only potential confusion between grail_value and grail_appraise is resolved by their free vs. premium distinction.

Naming Consistency5/5

All tools use snake_case with a consistent pattern of domain prefix followed by action (e.g., charity_care_check, missed_credits_scan). No mixed conventions or vague verbs.

Tool Count5/5

12 tools cover a broad range of benefit/grant/visa/citizenship checkers without being excessive. Each tool serves a clear, non-overlapping purpose, earning its place.

Completeness5/5

The server covers major categories of financial assistance (federal/state benefits, tax credits, R&D grants, charity care, employer benefits, down payment assistance) plus citizenship and visas. While specialized areas may be missing, the surface is comprehensive for a grant-finder.

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