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vetpulse

Analyze US veterans benefits eligibility and strategy, including disability rating, Aid & Attendance, TDIU, GI Bill, state benefits, and VA healthcare. Provides actionable guidance for claims.

Instructions

VetPulse: US veterans benefits intelligence API. AI-synthesized guidance on VA disability compensation, Aid & Attendance pension, TDIU, claim strategy, caregiver stipends, GI Bill, state benefits, VA healthcare

Coverage: Global

Endpoints: • disability ($0.15): VA disability rating analysis • aid-attendance ($0.15): VA Aid & Attendance pension eligibility • tdiu ($0.15): TDIU (Total Disability Individual Unemployability) eligibility • claim-builder ($0.20): VA disability claim evidence strategy • caregiver ($0.10): PCAFC caregiver stipend and benefits • education ($0.10): GI Bill and education benefit comparison • state-benefits ($0.10): State-specific veteran benefits (all 50 states) • home-loan ($0.08): VA home loan benefit analysis • discounts ($0.05): Verified veteran discounts by category • healthcare ($0.08): VA healthcare priority group and coverage analysis

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ageNoVeteran age
langNoResponse language — any language supported
needsNoCare needs description (e.g. 'requires daily assistance with bathing, dressing, and medication management')
stateNoUS state name or abbreviation (e.g. 'Texas', 'TX')
actionYesWhich endpoint to call. Options: disability | aid-attendance | tdiu | claim-builder | caregiver | education | state-benefits | home-loan | discounts | healthcare
assetsNoTotal net worth in USD excluding primary home and one vehicle
branchNoMilitary branch — affects reserve component benefit calculations
incomeNoMonthly gross income in USD (Social Security, pension, other)
ratingNoCurrent combined disability rating (e.g. '70' or '60')
chapterNoGI Bill chapter of interest (e.g. '33', '30', '35', '1606') — or omit for full comparison
categoryNoDiscount category. Defaults to all.
care_costNoMonthly unreimbursed care costs in USD — deducted from income for pension calculation
conditionsNoComma-separated medical conditions (e.g. 'tinnitus,PTSD,lumbar strain,sleep apnea')
dependentsNoWhether veteran has dependents — affects DEA transferability and some benefit calculations
service_eraNoService era for presumptive condition assessment (e.g. 'Vietnam', 'Gulf War', 'OEF', 'OIF', 'Korea')
relationshipNoCaregiver relationship to veteran (e.g. 'spouse', 'adult child', 'parent', 'sibling')
work_historyNoWork history and current work status (e.g. 'cannot maintain substantially gainful employment due to PTSD and chronic pain')
prior_va_loanNoWhether veteran has used a VA loan before — triggers entitlement restoration guidance
veteran_needsNoDescription of veteran's care needs (e.g. 'severe TBI requires 24hr supervision, cannot be left alone')
current_ratingNoCurrent combined rating if filing a supplemental or new claim
discharge_dateNoApproximate discharge date — PCAFC eligibility expanded in 2020 to all service eras
priority_groupNoCurrent VA priority group if known (1–8)
purchase_priceNoTarget home purchase price in USD — used to calculate funding fee savings and PMI comparison
school_locationNoSchool city and state — used to estimate monthly housing allowance (E-5 with dependent BAH rate)
previous_denialsNoDescription of any previous claim denials — affects strategy (HLR vs. Board appeal vs. supplemental)
surviving_spouseNoSet true if applicant is a surviving spouse of a veteran — unlocks Survivors Pension and different Aid & Attendance rates
disability_ratingNoVA disability rating percentage — many state benefits require minimum rating (e.g. '70', '100', 'P&T')
Behavior3/5

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

With no annotations, the description carries the full burden. It reveals that the tool provides 'AI-synthesized guidance' (not official VA info) and lists costs per endpoint. However, it does not cover rate limits, authentication needs, error behavior, or what happens to provided data (no destructive hints).

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 well-structured with a lead sentence, a 'Coverage' line, and a bullet list of endpoints. It is relatively long but front-loaded with purpose. The 'Coverage: Global' line adds little value for a US-focused tool, and the pricing info could be in annotations.

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 complexity (27 params, many endpoints), the description provides a good high-level overview. However, it lacks usage guidance, output description, and parameter-endpoint mappings. Without an output schema, the description does not explain what the tool returns (e.g., a text response, structured data).

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 schema already documents all 27 parameters thoroughly. The description adds value by grouping endpoints and stating their purpose, but it does not clarify which parameters apply to which endpoint or provide usage examples 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 states the tool as 'US veterans benefits intelligence API' and lists specific endpoints (disability, aid-attendance, etc.), making its purpose unmistakable. The sibling tools have different domains (e.g., alphapulse for alpha, biopulse for biology), so vetpulse is well differentiated.

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 lists endpoints and their costs, which implies when to use each, but it does not explicitly state when to choose vetpulse over sibling tools or when not to use it. There is no guidance on prerequisites, fallback options, or exclusion criteria.

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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