Honeypot score

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

Annotations already declare readOnly, idempotent, and openWorld, so the safety profile is covered. The description adds useful behavior beyond that by disclosing the output semantics — a probability bounded 0.0–1.0 with the endpoints explained — which is valuable since there is no output schema. It says nothing about rate limits, auth, or what happens on an unknown IP.

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?

One compact sentence with the resource front-loaded and the return range appended, so every clause carries information. The garbled leading token ('Labs') is a small defect but does not cost comprehension.

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 one-argument, no-output-schema tool the description covers purpose and return range adequately. It is thin on input format and error behavior, which is the remaining gap for an agent calling it blind.

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 0%, so the description carries the burden, and it does say the input is an IP. However, it adds no format detail (IPv4 vs IPv6, CIDR not accepted, whether a hostname works), which matters for a single unconstrained string parameter.

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?

States a specific verb and resource ('honeypot probability for an IP') and even the scale, so the agent knows exactly what it returns. It does not differentiate from siblings (e.g., shodan_host, shodan_internetdb), which keeps it below a 5, but the siblings are heterogeneous enough that confusion is unlikely.

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 when-to-use guidance, no prerequisites, and no mention of alternatives such as shodan_host or shodan_internetdb that also describe an IP. The agent must infer the use case from the name alone.

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