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ebay_find_listing_recommendations

Retrieve listing recommendations to boost performance. Receive actionable suggestions for optimizing visibility and sales.

Instructions

Find listing recommendations for items. Returns suggestions to improve listing performance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
listingIdsNoArray of listing IDs to get recommendations for
filterNoFilter criteria
limitNoMaximum number of results to return
offsetNoNumber of results to skip
marketplaceIdNoMarketplace ID
Behavior2/5

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

With no annotations, the description only states it 'returns suggestions,' omitting behavioral traits like whether it's read-only, specific authorization needs, or rate limits. Minimal disclosure.

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 concise with 2 sentences, front-loading the purpose. It is efficient but slightly under-informative; could be improved without adding bulk.

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?

No output schema exists, so the description should explain what the tool returns. 'Suggestions to improve listing performance' is vague; it doesn't detail the content of recommendations (e.g., pricing, photos). Incomplete.

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 100%, so the baseline is 3. The description adds no extra meaning beyond the schema's parameter descriptions; it does not enhance understanding of parameters like listingIds or filter.

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?

The description clearly states it finds listing recommendations and returns suggestions to improve performance. While specific, it doesn't explicitly differentiate from similar tools like ebay_suggest_items, but the intent is clear.

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 versus alternatives, nor any prerequisites or caveats provided. The description lacks context for appropriate usage.

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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