ghl_agent_studio_create

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

Annotations indicate it's not read-only or destructive. The description adds that it creates with a staging version, which is useful behavioral context. However, it does not disclose potential side effects, failure modes, or permission requirements beyond what annotations already imply.

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 relatively concise, with the key action and context in the first sentence. The endpoint and scopes info are secondary but acceptable. No wasted words, though it could be slightly more streamlined.

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?

Despite having nested parameters and no output schema, the description lacks details on how to construct the request body (especially the version object) and what the response contains. This is insufficient for an AI agent to correctly invoke the tool without additional knowledge.

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?

With 50% schema description coverage, the tool description does not add any parameter-level meaning. It does not explain the 'version' object structure or required fields. The schema provides some descriptions, but the description fails to compensate for the gaps.

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 it creates a new agent with a staging version, using the verb 'Create' and specifying the resource 'Agent'. It distinguishes from sibling tools like delete, list, etc., and adds context about staging and production promotion.

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 when to use (to create an agent) but does not explicitly state when not to use or provide alternatives among the many sibling tools. No exclusions or contextual guidance beyond the purpose.

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