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HOUSE 'N' STARS Real Estate Discovery

Get HOUSE N STARS dataset overview

get_hns_dataset_overview
Read-only

Explain what the HOUSE N STARS ChatGPT connector provides as a read-only AI-native luxury real estate dataset. Use this when the user asks what HOUSE N STARS covers, what data the app can access, whether it is read-only, which markets are represented, or why the connector is useful inside ChatGPT. This tool summarizes dataset scope and limitations; it does not search individual listings and does not retrieve archival HNS research reports unless dedicated tools are added later.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
toolsYes
statusYes
serviceYes
versionYes
read_onlyYes
data_sourceYes
limitationsYes
positioningYes
primary_marketsYes
public_data_onlyYes
wordpress_status_apiYes
connector_capabilitiesYes
exposed_dataset_fieldsYes
hns_intelligence_contextYes
public_response_guidanceYes
wordpress_properties_apiYes
returned_property_sample_countYes
approximate_active_property_recordsYes

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds value by specifying the tool's non-behaviors (does not search listings, does not retrieve reports) and its role as a summarizer of scope/limitations, which goes beyond the annotations. No contradiction.

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 composed of three sentences that front-load the core purpose and then add usage guidance and limitations. It is somewhat longer than strictly necessary but every sentence provides distinct value; no redundancy or filler.

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 that an output schema exists, the description doesn't need to describe return values. It covers the tool's scope, limitations, and usage context thoroughly. It clearly states what the tool does and doesn't do, making it complete for an overview tool.

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?

The tool has zero parameters and an empty schema, so there is nothing to document. The baseline for 0 params is 4, and the description appropriately avoids parameter details since none exist.

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 purpose: to explain the dataset scope, coverage, read-only nature, and utility. It explicitly distinguishes itself from siblings by stating it does not search listings or retrieve archival reports, which differentiates it from search_hns_properties and other tools.

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

Usage Guidelines5/5

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

The description provides explicit when-to-use conditions (e.g., 'when the user asks what HOUSE N STARS covers...') and when-not-to-use exclusions ('does not search individual listings', 'does not retrieve archival HNS research reports'). It also hints at future alternatives, giving clear routing guidance.

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

A4.1/5.0
Disambiguation3/5

The two search tools, search_hns_properties and search_properties, directly overlap in functionality, with the latter explicitly designated as legacy. While descriptions clarify which to prefer, an agent could easily invoke the wrong one. The other tools (overview, get_property, api_status) are clearly distinct.

Naming Consistency3/5

Naming mixes get_ prefixes with search_ prefixes and one status-style name (hns_api_status). The use of the 'hns' brand prefix is inconsistent across tools, and one tool lacks a verb entirely. Despite this, all names are snake_case and reasonably readable.

Tool Count5/5

Five tools is well-scoped for a real estate discovery server. Each tool serves a clear purpose, with the exception of the legacy duplicate, and the count feels neither thin nor bloated.

Completeness5/5

The read-only discovery domain is well covered: overview explains scope, search handles discovery with filters, get_property retrieves full details, and api_status provides health checking. No significant gaps are apparent for the stated purpose.

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