superset_dataset_import

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It reveals the overwrite parameter's effect (overwrite existing objects with matching UUIDs), but does not disclose potential side effects like whether imports can be destructive, permissions required, what happens if a UUID matches without overwrite, or whether partial failures can occur. For a mutation tool, these gaps are significant.

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 extremely concise and front-loaded with the main purpose, followed by clearly organized Args and Returns sections. Every sentence adds value, with no wasted words or redundant 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?

For a two-parameter import tool, the description covers purpose, parameters, and return value. The existence of an output schema means return details are likely handled elsewhere. It lacks some context about error handling and import scope nuances, but is largely complete for its simplicity.

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?

Despite 0% schema description coverage, the description includes an Args section that thoroughly documents both parameters: file_path requires an absolute path, and overwrite is a boolean defaulting to False. This adds essential meaning beyond the bare type information in the input schema.

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 clearly states the tool imports datasets from a ZIP file, with a specific action and resource. The sibling list includes superset_dataset_export, superset_assets_import, and superset_chart_import, and this description correctly distinguishes itself by focusing on datasets.

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 phrase 'created via export' gives clear context that this tool is for importing previously exported dataset ZIP files, implying it pairs with an export tool. However, it does not explicitly mention when not to use it (e.g., for importing other asset types, use superset_assets_import).

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