aap_create_organization

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

Annotations already indicate readOnlyHint=false, idempotentHint=false, and destructiveHint=false, which cover the basic mutation/side-effect profile. The description adds the return format (JSON with created organization details including id), but does not disclose potential failure modes, permission requirements, or duplicate handling. It adds some behavioral context but not rich detail.

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 well-structured with Args and Returns sections, front-loaded with the main purpose. It is reasonably concise, though the parameter details are somewhat redundant with the schema. Overall it is efficient and scannable.

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 simple create tool, the description covers the main purpose and return format, and annotations provide mutation/idempotency hints. However, it lacks guidance on prerequisites (e.g., admin permissions), failure conditions (e.g., duplicate name), or how to handle errors. These gaps are notable for a mutation tool.

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 schema already provides descriptions for each field (name, description, max_hosts), including constraints like maxLength and default values. The description's Args section repeats these field names and types without adding new semantic meaning. The 'Optional' label for description is already implied by schema defaults. Minimal added value beyond 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 explicitly states 'Create a new organization in Ansible Automation Platform' with a clear verb ('Create') and resource ('organization'). It clearly distinguishes from sibling tools like list, get, update, and delete by indicating it creates a new resource.

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 usage is implied by the verb 'Create' and the absence of explicit alternatives. No mention of when to use this versus other organization tools, nor any prerequisites or exclusions. It is clear only in the most basic sense.

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