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Neighborhood (hex) intelligence

location_intelligence
Read-onlyIdempotent

Res-8 hex intelligence (~0.46 km cells) for any US coordinate: how many FCC locations, providers by technology, fiber density, competition and underserved status, and best available speeds in that immediate neighborhood. This is the herd-mentality context (how much of the block already has fiber) and the build-predictability grain. Give lat+lng, or an H3 res-8 hex_id directly.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latNoLatitude
lngNoLongitude
hex_idNoH3 res-8 cell id (alternative to lat/lng)

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the description builds on that by detailing what data is returned (fiber density, competition, speeds, etc.). It adds the 'herd-mentality' framing, giving context beyond a bare read operation. It does not describe return format or pagination, but with readOnlyHint covering the safety profile, this is sufficient.

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?

The description is three sentences, each earning its place: first defines what the tool returns, second explains the conceptual context, third gives input instructions. It is front-loaded with the core purpose and avoids redundancy, making it an efficient and well-structured description.

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 absence of an output schema, the description does a good job listing the key output dimensions (FCC locations, providers, fiber density, speeds) and explains why this data matters (herd-mentality). It could be more explicit about response structure or edge cases, but for a read-only lookup tool, it conveys the essential information.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (lat, lng, hex_id each described). The description adds meaningful context by specifying 'any US coordinate', the hex resolution (~0.46 km cells), and that hex_id is a direct alternative to lat/lng. This reinforces and extends the schema descriptions, justifying a score above baseline.

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's function: 'Res-8 hex intelligence (~0.46 km cells) for any US coordinate' with specific data dimensions (FCC locations, providers by technology, fiber density, competition, underserved status, speeds). It distinguishes from siblings by emphasizing the neighborhood scale and 'build-predictability grain', making it unique among area-level 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 implicitly indicates when to use this tool: when you need 'herd-mentality context' or 'build-predictability'. It also specifies input expected ('Give lat+lng, or an H3 res-8 hex_id directly'). It does not explicitly name alternatives or exclusions, but the context of neighborhood-level detail vs. area intelligence is clear.

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

A4.4/5.0
Disambiguation5/5

Each tool targets a distinct geographic or entity level: city, address, national, hex, and provider. There is no overlap in primary purpose; even the two 'intelligence' tools are clearly separated by scale (city vs. res-8 hex).

Naming Consistency4/5

Most tools follow a noun_noun pattern (area_intelligence, industry_overview, location_intelligence, provider_profile), with one exception: check_availability uses a verb-led style. The deviation is minor and the names remain intuitive and predictable.

Tool Count5/5

Five tools is well-scoped for a telecom data server, covering the core lookups needed without bloat. Each tool earns its place and the count aligns with a focused read-only domain.

Completeness5/5

The tool set covers the full spectrum of US broadband availability queries: address, neighborhood, city, national, and provider identity. There are no obvious dead ends—users can drill down from national to address or use provider_profile for disambiguation.

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