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ebay_find_listing_recommendations

Find listing recommendations using eBay's Recommendation API to enhance your marketplace listings.

Instructions

Find listing recommendations through the eBay Recommendation API.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum recommendations to return
filterNoRecommendation filter expression
offsetNoRecommendations to skip before returning results
requestBodyNo
marketplaceIdYesMarketplace ID sent as X-EBAY-C-MARKETPLACE-ID
Behavior2/5

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

No annotations provided, so description carries full burden. It only describes a read operation ('Find'), but omits behavioral traits such as rate limits, required permissions, or side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, concise but lacking structure. It front-loads the action but omits critical details, making it under-specified.

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

Completeness2/5

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

Given 5 parameters, nested objects, and no output schema or annotations, the description is insufficient. It does not explain return values, the role of requestBody, or pagination behavior.

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 80% (4/5 parameters have descriptions). The description adds no additional meaning beyond the schema; thus baseline score of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description states verb 'Find' and resource 'listing recommendations', and specifies the API. It clearly indicates the tool's purpose, but does not differentiate from siblings like 'search' or other get_listing tools.

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

Usage Guidelines2/5

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

No guidance on when to use this tool vs. alternatives. The sibling list is extensive, but the description provides no context on appropriate scenarios or exclusions.

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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