gcloud_logging_read

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

No annotations are provided, so the description carries the full burden. It implies a read-only operation but fails to disclose critical behavioral traits such as authentication requirements, pagination behavior, potential cost implications, or what happens when no filter is provided. The description is too minimal to inform safe usage.

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 of 9 words, highly concise and front-loaded. Every word earns its place. There is no unnecessary fluff. It is appropriately sized for a simple read operation.

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 the tool has 5 parameters, no required parameters, and no output schema or annotations, the description is insufficiently complete. It does not mention that results are paginated via 'limit', the default sort order, filter syntax details, or that this is a read-only operation. The description leaves significant gaps for an agent to use the tool effectively.

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 100%, so the baseline is 3. The description adds minimal value beyond the schema by mentioning 'filters and time range', which maps to the filter and freshness parameters. However, it does not provide additional semantic context for parameters like limit or order that the schema already describes.

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 verb 'Read', the resource 'logs from Cloud Logging', and specifies 'with filters and time range'. This effectively distinguishes it from the sibling gcloud_logging_write (which writes logs). The purpose is unambiguous and specific.

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 guidance is provided on when to use this tool versus alternatives. The description does not differentiate from sibling tools (e.g., gcloud_logging_write), nor does it mention prerequisites, limitations, or typical use cases. The agent is left without context for selecting this tool.

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