get_ai_analysis

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

With no annotations provided, the description carries full burden. It discloses that regeneration may require payment, but fails to explain behavior when no free generation is available, whether regeneration creates or replaces analysis, or if the operation is idempotent.

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 consists of two concise sentences, front-loading the main purpose and then adding the optional regeneration feature. No extraneous information.

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?

While the description covers the basic purpose and regeneration option, it lacks details on output format, behavior when no free generation is available, and potential side effects. Given the lack of annotations and output schema, the description is adequate but has clear gaps.

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 already describes both parameters (100% coverage). The description adds meaningful context: 'Can optionally regenerate if a free generation is available' clarifies the regenerate parameter's behavior beyond the schema's 'may require payment' note.

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 tool retrieves the latest AI-powered analysis for a domain, including findings and recommendations. It distinguishes itself from sibling tools, none of which offer AI analysis, and specifies an optional regeneration feature.

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 does not provide explicit guidance on when to use this tool versus alternatives, nor does it explain when to set regenerate to true versus false. The mention of 'if a free generation is available' hints at conditions but offers no structured usage advice.

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