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loki_get_hub_attendance_metrics

Read-only

Retrieve attendance roll-up for specified hubs on a given date, returning total present and absent counts.

Instructions

Attendance roll-up for one or more hubs on a date: total_present / total_absent.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateYesDay, YYYY-MM-DD.
hub_idsYesHub ids (required, non-empty).
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds value by specifying the output format (total_present/total_absent), which is useful beyond annotations.

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?

Single sentence with no wasted words. Purpose and output are front-loaded efficiently.

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?

No output schema exists, so description partially compensates with output format. However, it lacks detail on whether results are aggregated or per hub, and omits error conditions or prerequisites.

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 coverage is 100% and adequately documents hub_ids and date. The description restates 'one or more hubs on a date' without adding new semantics.

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 clearly states 'Attendance roll-up for one or more hubs on a date' with specific verb and resource. It distinguishes from siblings like loki_get_hub and loki_get_rider_monthly_attendance.

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?

No explicit when-to-use or when-not-to-use guidance is provided. The description implies usage through context but does not mention alternatives or exclusions.

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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