competitive_analysis

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 mentions a cost of $0.25 (useful) but does not disclose latency, data freshness, coverage limitations, whether both parameters are required, or what the response structure looks like. For a paid tool, the behavioral profile is notably under-specified.

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 sentence, tightly packed with content. It's efficiently worded and front-loads the tool's purpose. The [PAID] cost marker is a useful lead element. Minimal waste, though bundled concepts could arguably be expanded slightly.

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?

This is a moderately complex analytical tool with cost implications, but no annotations, no output schema, and 0% parameter coverage. For a paid tool, an agent needs to know what the response covers (report? data table?), whether both or just one parameter is needed, and what determines the cost. The description addresses scope but leaves operational behavior and prerequisites unclear.

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. It does not explain what 'company' expects (name? ticker?) or what 'industry' is used for (scoping, filtering?). The description mentions pricing and market positioning, which loosely relate to the parameters, but adds no format, example, or semantic clarity to the schema.

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 specific verb ('competitive landscape analysis') with a resource (the competitor), and enumerates covered dimensions: pricing, strengths, weaknesses, and market positioning. This clearly distinguishes it from siblings like company_overview or financial_report. It doesn't explicitly name a competing alternative, but the scope is specific enough to differentiate.

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 explicit when/when-not guidance is provided. There's no mention of prerequisites, interaction with company_overview or market_trend, or scenarios where this tool should or shouldn't be chosen. The [PAID $0.25] tag hints at cost implications but doesn't clarify when the cost is justified versus free alternatives.

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