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Praharsh-Projects

mobility-operations-agent-platform

query_mobility_metrics

Query aggregated mobility metrics such as completed trips, cancellation rate, or average wait time, filtered by city and date range, with optional grouping.

Instructions

Query an allowlisted aggregated metric from the synthetic mobility warehouse.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNo
metricYes
end_dateNo
group_byNonone
start_dateNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description must disclose behavior, but it only mentions 'allowlisted' without explaining the whitelist or constraints. No mention of data scoping, rate limits, or side effects of parameters like null city or date range.

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, which is concise but under-specified for a 5-parameter tool. It lacks structure and front-loads no key details beyond the basic action.

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 and no schema coverage or annotations, the description is insufficient. It does not explain allowlisting, date range behavior, grouping, or city filtering, making it incomplete for effective tool selection and invocation.

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

Parameters1/5

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

Schema coverage is 0%, and the description adds no information about parameters. Despite the schema having enums for metric and group_by, the description fails to explain them, leaving the agent without guidance.

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 queries a metric from the mobility warehouse. However, it does not differentiate from sibling tools like query_charging_risk, missing context on what makes this tool unique.

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. The description lacks context about prerequisites, typical use cases, or scenarios where querying mobility metrics is appropriate.

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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