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Solar Quote Audit — Check Before You Sign

analyze_solar_quote

Analyze a residential solar proposal for clarity and completeness before a homeowner signs. Accepts the pricing, financing, system/battery, and installer details from a quote and returns a structured second-opinion review: a Quote Clarity Score (0-100) across four dimensions (Price Transparency /25, Financing & Contract Clarity /30, System & Battery Evidence /25, Installer & Protection Readiness /20), an overall rating, plain-language red flags, missing information, specific questions to ask the installer, and a recommended next step. Illustrative educational decision support only — not legal, tax, financial, or engineering advice, does not guarantee savings or system performance, does not endorse any installer, and takes no consequential action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
aprNoAnnual percentage rate for financing.
crewTypeNoInstallation crew model.
cashPriceNoTotal cash price for the system in USD.
termYearsNoFinancing term in years.
panelCountNoNumber of solar panels.
panelModelNoSolar panel brand and model.
downPaymentNoDown payment in USD.
financeTypeNoHow the system is paid for.
roofingCostNoRoofing add-on cost in USD.
batteryCountNoNumber of battery units.
batteryModelNoBattery brand and model.
escalatorPctNoAnnual payment escalator percentage (0 if none).
systemSizeKwNoSystem size in kilowatts (kW).
financedPriceNoTotal financed price in USD, if different from cash.
installerNameNoInstaller company name.
licenseNumberNoContractor (CSLB) license number.
totalPaymentsNoTotal of all payments over the term in USD.
monthlyPaymentNoMonthly payment in USD.
batteryIncludedNoTrue if a battery is included in the proposal.
otherAddonsCostNoOther itemized add-on costs in USD.
panelUpgradeCostNoElectrical panel upgrade cost in USD.
bondInsuranceShownNoTrue if bond/insurance documentation is shown.
buyoutLanguageShownNoTrue if lease/PPA buyout language is present.
annualUsageAvailableNoTrue if the installer confirmed sizing against your actual annual kWh usage.
batteryPriceSeparateNoBattery cost as a separate line item in USD.
installTimelineShownNoTrue if an install timeline is shown.
cancellationInfoShownNoTrue if cancellation/rescission rights are shown.
earlyPayoffTermsShownNoTrue if early payoff terms are disclosed.
installerAddressShownNoTrue if a physical installer address is shown.
transferLanguageShownNoTrue if contract transfer terms are disclosed.
ptoResponsibilityShownNoTrue if PTO/interconnection responsibility is stated.
roofPenetrationWarrantyNoTrue if a roof penetration warranty is stated.
annualProductionEstimateNoQuoted annual production estimate in kWh.
batteryUsableCapacityKwhNoBattery usable capacity in kWh.
workmanshipWarrantyYearsNoWorkmanship warranty duration in years.
warrantyRegistrationExplainedNoTrue if warranty registration is explained.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

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

With no annotations, the description carries the full transparency burden and does so well: it details the returned review components, notes it takes no consequential action, and includes important disclaimers about being educational only, not endorsing installers, and not guaranteeing savings or performance.

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?

Three dense sentences front-load the purpose and timing, then describe the output contract and necessary safety disclaimers. Every sentence earns its place, and there is no filler or repetition despite the tool's complexity.

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

Completeness5/5

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

Given no output schema, the description fully specifies what the tool returns: score components with weightings, overall rating, red flags, missing information, questions to ask, and a next step. Combined with comprehensive schema coverage and clear disclaimers, the agent has enough context to invoke the tool and set user expectations correctly.

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?

All 36 parameters are already documented in the input schema, so the schema provides the field-level semantics. The description only groups parameters into broad categories ('pricing, financing, system/battery, and installer details'), which is useful organization but does not add meaning beyond the schema. Baseline 3 is appropriate.

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 states a specific action ('Analyze'), a specific resource ('residential solar proposal'), and the decision context ('before a homeowner signs'). It also lists the concrete outputs, making it clearly distinct from the sibling get_scoring_methodology and get_supported_regions tools.

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?

The description clearly establishes when to use the tool with 'before a homeowner signs' and provides substantial context about its educational, non-advisory role. It does not explicitly name alternatives or exclusion conditions, but the sibling tool names and this tool's purpose leave little ambiguity about selection.

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

A4.6/5.0
Disambiguation5/5

Each tool has a clear, separate responsibility: analyzing quotes, returning the scoring methodology, and listing supported regions. There is no overlap or ambiguity in selecting among them.

Naming Consistency5/5

All tool names follow a snake_case verb_object pattern: analyze_solar_quote, get_scoring_methodology, and get_supported_regions. The verbs differ appropriately, but the naming style is consistent throughout.

Tool Count5/5

Three tools is an appropriate scope for a niche decision-support server: one core analysis action and two static reference endpoints. There is no unnecessary duplication or bloat.

Completeness5/5

The tool surface fully supports the stated purpose: analyze a quote, understand the methodology, and check region availability. There are no obvious missing operations for this read-only advisory use case.

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