create_organization

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, but it merely restates the tool name. It does not mention that this is a write operation tied to a campaign, how the data object is used, whether the operation is idempotent, or what effect it has on existing resources.

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 short, which is good for conciseness, but it is under-specified rather than efficiently complete. It adds no value beyond the tool name and provides no structure for the required inputs.

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?

The tool has no annotations, no output schema, a nested data object, and zero schema description coverage. A one-line restatement of the tool name is far too little for an agent to correctly construct a call or understand the expected request shape.

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%, and the description contains no parameter information. It does not explain that campaignId identifies the campaign or that data contains the organization payload, leaving the agent without meaningful guidance for two required parameters.

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 states a clear action and resource: 'Create a new organization'. It is unambiguous about what entity is being operated on, but it does not actively distinguish itself from the many other create_* sibling tools beyond relying on the resource name.

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 implies it should be used when creating a new organization, especially in contrast with update_organization and delete_organization. However, it gives no explicit context, prerequisites, or guidance about when to choose this tool over alternatives.

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