onboard_generate_flow

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only says 'Generate'; it does not state whether files are written to the directory, whether the api_key is used for external service calls, whether the operation is idempotent, or what the function returns. This leaves the side-effect profile opaque for what appears to be a generative, likely file-creating operation.

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 short sentence with no filler, and the main action is front-loaded. It is structurally concise, though the brevity contributes to the incompleteness reflected in other dimensions.

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 generation tool with no output schema and no annotations, the description should explain what artifacts are generated, where they are written, and what the required directory parameter is for. It provides none of that, so an agent cannot reliably predict inputs, outputs, or side effects beyond what the tool name implies.

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 input schema describes 'directory' as 'Project directory' but leaves 'api_key' undocumented, and the tool description adds no parameter-level context. With schema description coverage at only 50%, the description needed to clarify how the api_key is used and how directory relates to the generated flow, but it does not.

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 states a clear verb and resource — 'Generate SaaS onboarding flow' — so an agent can tell this tool is about producing an onboarding flow rather than doing analysis or maintenance. It is not purely a tautology because it clarifies the domain ('SaaS') and the action ('Generate'), but it does not explicitly differentiate itself from sibling tools like onboard_add_steps or onboard_add_analytics.

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?

There is no guidance on when to use this tool versus related alternatives such as onboard_add_steps, onboard_add_analytics, oauth_generate_flow, or mobileauth_generate_flow. The agent must infer the intended usage entirely from the tool name and the surrounding sibling list.

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