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Pricing Optimization

pricing_optimize
Read-onlyIdempotent

Filter pricing recommendations to only products with actionable price changes. Returns a sorted list of optimizations with current and suggested prices, change percent, reason, and daily revenue impact. Use for focused pricing adjustments.

Instructions

Filtered pricing recommendations — only products where a price change is suggested. Returns a summary with total_suggestions count and an optimizations array (product, current_price, suggested_price, change_percent, reason, daily_revenue), sorted by absolute change_percent (biggest moves first). Use this instead of pricing_analyze when you only want actionable changes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
store_idYesUUID of a connected store (returned by store_connect with action="connect" or visible in store_connect with action="list" / the store_overview resource)
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true. Description adds value by detailing output structure (summary with total_suggestions and optimizations array) and sorting behavior (by absolute change_percent). 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.

Conciseness5/5

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

Two sentences covering output structure and usage guidance. No wasted words, front-loaded with purpose. Highly efficient.

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?

Despite no output schema, description specifies return fields (total_suggestions, optimizations with product, prices, etc.) and sorting. Single required parameter is well-documented. Complete for this simple 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 description coverage is 100% with detailed description of store_id referencing store_connect. Description does not add further meaning beyond schema, so baseline 3 is appropriate.

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 uses specific verb 'returns filtered pricing recommendations' and identifies resource (products with price changes). It clearly distinguishes from sibling 'pricing_analyze' by emphasizing only actionable changes.

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?

Explicitly states when to use this tool: 'Use this instead of pricing_analyze when you only want actionable changes.' Provides clear context and alternative.

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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