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Batch Performer Insights

batch_performer_insights
Read-only

Generate detailed insights for multiple performers with progress tracking. Analyze performer data in batches to identify trends and patterns.

Instructions

Generates insights for multiple performers with detailed progress

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_performersNo
performer_namesYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

Annotations already declare readOnlyHint=true, and the description is consistent with a read operation. However, it adds minimal behavioral context beyond that, such as how insights are generated or any constraints (e.g., maximum performer count).

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

Conciseness2/5

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

The description is a single sentence, which is concise but lacks structure. The phrase 'detailed progress' is vague and does not earn its place, making the description under-specified.

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?

With an output schema present, the description need not detail returns, but it fails to provide usage context, parameter details, or behavioral traits. The tool is simple, yet the description leaves gaps in understanding how to use it effectively.

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 description coverage is 0%, so the description must compensate. It mentions 'multiple performers' but does not explain the 'performer_names' array format or the 'max_performers' default behavior, leaving parameters underspecified.

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 the verb 'Generates' and the resource 'insights for multiple performers', indicating batch processing. It distinguishes from sibling tools like 'get_performer_info' by emphasizing batch and progress, but does not explicitly differentiate from 'advanced_performer_analysis'.

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 any context for selection, such as prerequisites or use cases, leaving the agent without direction.

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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