Create Specialty Profile

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

Annotations are present. The description adds valuable behavioral context: it warns about real data creation, caps on specialty profiles, and possible rejection for certain account types. No contradiction with annotations.

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 mostly concise, with a clear opening sentence and separate sections for arguments, warnings, and usage. The argument list somewhat duplicates schema but is acceptable.

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 no output schema, the description explains the return value. It covers important edge cases (caps, account types) and provides sufficient context for an AI agent to invoke correctly.

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 100%, so baseline 3. However, the description claims 'All fields are required by the API' while the schema lists two optional fields (skills, account). This misleads the AI agent and reduces trust.

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 specialty profile, distinguishes it from the main account profile, and contrasts with siblings like freelancer_update_profile and freelancer_list_profiles.

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 includes a 'Use when' example but does not explicitly state when not to use it or provide comparisons to alternatives. It mentions account type restrictions, but the guidance is minimal.

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