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get_recommendations

Find local businesses recommended by Nextdoor neighbors. See ratings, reviews, and endorsements.

Instructions

Get local business recommendations from Nextdoor neighbors. Returns businesses with ratings, reviews, and neighbor endorsements.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of recommendations to retrieve (1-50)
categoryNoBusiness category to filter by (e.g., 'restaurant', 'plumber', 'dentist', 'all')all
Behavior2/5

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

No annotations provided; description fails to disclose behavioral traits such as read-only nature, idempotency, authentication needs, or potential side effects. Leaves ambiguity about safety and repeatability.

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?

Single sentence that is direct and efficient, containing all essential information without any filler. Perfectly front-loaded.

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?

Covers input parameters via schema and output content in description. Lacks explanation of result ordering, pagination, or any limitations beyond the limit parameter. Adequate for a simple read tool.

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 covers both parameters with descriptions (100% coverage). Description does not add additional meaning beyond what schema provides, meeting baseline but not exceeding.

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?

Description clearly states the action ('Get'), the resource ('local business recommendations'), and the source ('from Nextdoor neighbors'). It also specifies return content (ratings, reviews, endorsements), distinguishing it from siblings like find_services.

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?

Implies usage for getting recommendations but provides no explicit guidance on when to use this vs alternatives like find_services. No 'when not to use' or context on prerequisites.

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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