openpanel_create_client

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. It fails to mention side effects (e.g., CORS implications), reversibility, conflict handling (duplicate names), or required permissions.

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?

Brief and mostly efficient, though the '[UNIFIED]' prefix appears to be implementation metadata rather than descriptive content. The single sentence conveys the core purpose without waste.

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?

Inadequate for a 5-parameter creation tool with zero schema descriptions and no output schema. Lacks explanation of what an OpenPanel API client does, valid mode options, or return value structure.

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 coverage is 0% and the description mentions no parameters. Critical required parameters like 'mode' (valid values?), 'site' (URL vs ID?), and 'cors_domains' format are completely undocumented except in schema property names.

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 verb (Create) and resource (API client), and distinguishes from siblings like openpanel_delete_client or openpanel_get_client. The '[UNIFIED]' prefix is confusing metadata, but 'for tracking or export' provides some functional context.

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?

No guidance provided on when to use this tool versus alternatives, prerequisites for creation (e.g., project existence), or whether to use openpanel_regenerate_client_secret instead for existing clients.

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