get_agent_activity

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

With no annotations provided, the description carries the full burden. It discloses that the tool returns specific data fields, is free, and requires no authentication. It could add more about caching or real-time behavior, but currently provides a good overview.

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 concise with three sentences, each providing essential information: what the tool does, what it returns, and usage context. No unnecessary words.

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?

Given no output schema, the description adequately explains the return values. It covers purpose, data fields, and usage guidance. However, it could be more complete by mentioning potential rate limits or caching behavior.

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 has zero parameters and 100% schema description coverage. The description adds context about what the tool returns, which compensates for the lack of parameters. A baseline of 4 is warranted, and the added value elevates it to 5.

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 returns live AI bot traffic data including today's hit count, recent hits, and a top-bots breakdown. It uses specific verbs and resources, and the tool's focus on bot activity distinguishes it from siblings like get_ai_news or get_ai_today.

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 notes it is useful for seeing which crawlers are pulling AI ecosystem data and mentions it is free with no auth, providing clear context. It does not explicitly state when not to use it, but the purpose is specific enough to infer usage.

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