create_setup

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

No annotations are provided, so the description carries full burden. It only states 'Perform initial Metabase setup', which implies a mutating operation but lacks details on what changes are made, required permissions, side effects, or whether it can be run multiple times. Behavioral insights are missing.

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 concise sentence with no extraneous information. It is front-loaded and efficient. However, it could be slightly expanded without becoming verbose.

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 complexity of a setup operation (likely involving user creation, token validation, preferences, database connection), the description is too sparse. No output schema or behavioral details are provided, and parameter semantics are not explained. The tool's role in the overall workflow is unclear.

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 description provides no information about the single input parameter or its nested fields (token, user, prefs, database). The schema itself describes these fields, but the description offers no added meaning or context about how to use them. With 0% schema description coverage for the top-level parameter, the description fails to compensate.

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 'Perform initial Metabase setup' clearly identifies the tool's purpose as a setup action for Metabase. It distinguishes from sibling tools (e.g., create_card, create_database) by specifying 'initial setup' rather than creating a specific entity. However, it could be more precise about what 'setup' 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. Among many create_* siblings, there is no indication that this is a one-time setup or prerequisites. No when-not-to-use or exclusion criteria are mentioned.

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