Dataset files

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

Annotations already cover the safety profile: readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=true. The description adds that listing is scoped to a named bulk dataset, but does not disclose return format, pagination behavior, authentication needs, or dataset-name discovery.

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?

A single front-loaded sentence with no wasted words. It states the action and scope efficiently, though the brevity contributes to other gaps.

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?

For a low-complexity read-only tool with annotations covering safety and one required parameter, the description is minimally adequate. Without an output schema, however, it should say more about what 'files' means and what the listing returns.

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?

Schema description coverage is 0%, so the schema does not document the single dataset parameter. The description partially compensates by saying it is a named bulk dataset, which identifies the parameter as a dataset name, but it gives no format, example, or source for valid names.

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?

States a specific verb and resource: list files inside a named bulk dataset. It implicitly distinguishes itself from shodan_datasets by saying files are inside a dataset, but it does not explicitly name that sibling or otherwise differentiate the pair.

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 gives no when-to-use guidance, prerequisites, or alternatives. It never mentions shodan_datasets as the way to discover dataset names, so the agent must infer the relationship between the two tools.

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