get_customer_geo_analysis

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

With no annotations provided, the description carries full burden for behavioral disclosure. It only states the analytical purpose and source data, but does not reveal any behavioral traits such as required permissions, data aggregation method, return format, or limitations. This is inadequate for a getter tool.

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

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

The description is a single, front-loaded sentence that efficiently conveys the tool's purpose. It has no wasted words, but could benefit from slightly more structure for completeness.

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

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

The tool lacks an output schema and the description does not explain what the tool returns (e.g., aggregated counts, percentages, or raw data). For an analysis tool, this is a significant gap in completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and all parameters have descriptions. The description adds no additional semantic context beyond the schema; it merely restates the tool's purpose. Baseline of 3 is appropriate for high coverage without extra value.

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

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

The description clearly states the tool analyzes customer geographic distribution from order shipping addresses at the city/district level. This is a specific verb-resource combination that distinguishes it from sibling analysis tools like get_rfm_analysis or get_sales_summary.

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

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

The description implies usage for geographic analysis but does not provide explicit guidance on when to use this tool versus alternatives, nor does it mention exclusions or prerequisites. Given the large sibling list, this is a gap.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.