baidu_object_detect

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

No annotations are present. The description only mentions cost and free quota, with no disclosure of behavioral traits like detected object categories, limitations, or expected output. This is insufficient for a tool with no annotation support.

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 very short and front-loaded with cost info, but it sacrifices essential details. It is concise but incomplete, earning a middle score.

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?

With a single parameter, no output schema, and no annotations, the description should provide more context about what objects can be detected and how results are returned. The minimal entry is inadequate for complete understanding.

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 100% coverage for the single parameter 'image' with description '图片URL'. The description adds no additional meaning beyond the schema, such as image format or size requirements, and the Chinese schema may not be fully helpful for an English AI agent.

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 includes '通用目标检测' (general object detection) and the tool name suggests object detection, but it does not explicitly state the action in English. It vaguely indicates the purpose but does not distinguish from sibling tools like baidu_vehicle_detect or baidu_animal.

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 such as baidu_animal or baidu_vehicle_detect. The description lacks context for selection.

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