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omalleyandy

kenpom

by omalleyandy

kenpom_fourfactors

Retrieve Four Factors (effective FG%, turnover%, offensive rebound%, FT rate) for offense and defense by season and team to analyze key game outcome determinants.

Instructions

Get Four Factors data: eFG%, TO%, OR%, FT Rate for offense and defense. These are the key stats that determine game outcomes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
teamNoOptional: Filter to specific team name
seasonYesSeason year (e.g., 2025)
Behavior2/5

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

No annotations are provided, so the description carries full burden. However, it does not disclose any behavioral traits such as data freshness, authentication needs, rate limits, or side effects.

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 concise with two sentences, no redundant information, and directly delivers the purpose.

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?

The description explains what data is returned but does not mention the output format or behavior when the team parameter is omitted, which would be helpful given no output schema.

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% for both parameters. The description adds context about the data (offense and defense factors) but does not enhance parameter understanding beyond schema descriptions.

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 the verb 'Get' and identifies the resource as 'Four Factors data', listing specific stats (eFG%, TO%, OR%, FT Rate) for offense and defense, distinguishing it from sibling tools like kenpom_ratings.

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?

The description does not provide any guidance on when to use this tool versus alternatives, nor does it mention any prerequisites 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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