get_dataset

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states 'Get dataset details' without mentioning whether the operation is read-only, what permissions are required, or any side effects. This is insufficient for a tool that likely retrieves data.

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

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

The description is a single short sentence, but its brevity comes at the cost of usefulness. It is not well-structured or informative, lacking any additional context. While it is concise, it fails to earn its place by providing meaningful content.

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

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

Given the tool has no output schema and no annotations, the description must provide complete context about what 'dataset details' means, the return format, and usage notes. It does none of this, making it inadequate for correct selection and invocation.

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

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

The sole parameter 'dataset_id' has 0% schema description coverage, and the description does not explain its purpose, format, or constraints. The description adds no value beyond the schema, which only defines it as a required string. For a single-parameter tool, this is a critical gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Get dataset details' clearly identifies the action (get) and the resource (dataset details). It distinguishes the tool from siblings like 'list_datasets' (which lists all datasets) and 'search_dataset' (which searches), as it retrieves a single dataset's details. However, it could be slightly more specific about what 'details' entails.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives such as 'list_datasets' or 'search_dataset'. It lacks explicit context for when a user should choose this tool over others, offering no usage exclusions or conditions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.