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discussion_detail

Retrieve the full content of a Kaggle discussion using its numeric ID. Optionally narrow the search by specifying a competition slug for more precise results.

Instructions

Get discussion content by ID.

    Args:
        discussion_id: Numeric discussion ID.
        competition: Competition slug to narrow the search (recommended for accuracy).
    

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
discussion_idYes
competitionNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits such as read-only nature, authentication requirements, rate limits, or side effects. The description is minimal in this regard.

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 and well-structured with a clear docstring format including Args. Every sentence is purposeful and there is no unnecessary content.

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

Completeness4/5

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

Given the tool has only 2 parameters, no nested objects, and an output schema exists, the description is adequate. It explains the parameters well, though it does not describe the return format (but output schema covers that).

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

Parameters4/5

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

The description adds value beyond the input schema by explaining the purpose of the 'competition' parameter (narrow search, recommended for accuracy). Schema coverage is 0%, so the description compensates well.

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 'Get discussion content by ID', which is a specific verb and resource. It distinguishes from sibling tools like discussion_comments and discussions_list by focusing on getting content by ID.

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. The description recommends using a competition slug for accuracy, but does not differentiate from sibling tools like discussion_comments or discussions_search.

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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