create_business

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

With no annotations provided, the description carries the full behavioral burden. It states that the tool creates and stores a business, which implies persistence, but it does not mention whether creation is idempotent, whether duplicates are allowed, what authorization is needed, or what happens on success or failure.

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 a single, focused sentence that front-loads the action and object. It is concise and easy to parse, though it sacrifices detail that other dimensions need.

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 a small schema and no output schema, but the description does not mention return values, error behavior, or required-field semantics. For a create operation with no annotations, an agent would still need more context to use it confidently.

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%, so the description must compensate, but it does not explain any of the three parameters. The parameter names are self-explanatory at a basic level, but units, constraints, and how they relate to an automation audit are left unspecified.

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 uses a specific verb ('Create and store') with a clear resource ('a business') and a domain purpose ('for an automation audit'). It is clearly distinct from sibling tools like create_process and save_audit because it targets the business entity specifically.

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 phrase 'for an automation audit' gives implied context about when this tool is relevant, but it does not explicitly state when to use it versus alternatives like create_process or save_audit. No exclusion criteria or preferred ordering is provided.

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