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quickbooks_list_customers

Retrieve QuickBooks customers from your active company. Filter by name or email and limit results as needed.

Instructions

List QuickBooks customers for the active company.

Args: query: Optional name/email search filter. max_results: Maximum number of customers to return.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNo
max_resultsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations, the description carries full burden for behavioral disclosure. It does not mention that the tool is read-only, any permission requirements, rate limits, or side effects. The basic action is clear but lacks transparency about behavior beyond listing.

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?

The description is extremely concise with no wasted words. The purpose is front-loaded, and the argument list is efficiently formatted. Every sentence earns its place.

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

Completeness3/5

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

Given the tool's simplicity and the existence of an output schema, the description covers the basic purpose and parameters. However, it lacks mention of pagination, sorting, or the fact that omitting the query returns all customers. It is adequate but not fully complete.

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 0%, so the description must add meaning. It explains 'query' as a name/email search filter and 'max_results' as a limit on returns. However, it omits details like default values (e.g., max_results default 100 from schema) and query format specifics.

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 'List QuickBooks customers for the active company,' identifying the verb and resource. It distinguishes from other list tools like quickbooks_list_accounts by specifying 'customers.' However, it does not explicitly differentiate from siblings.

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?

The description provides parameter guidance (optional query filter and max_results limit) but does not explicitly state when to use this tool versus alternatives or when not to use it. Usage is implied but not fully guided.

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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