sensor_process

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

No annotations are provided, and the description gives no behavioral details such as state changes, autonomy, or computational cost. It only states the high-level operation, leaving the agent without information on side effects or prerequisites.

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 exceptionally concise, but it is a fragment that trades clarity for brevity. It contains only the core idea without supporting context.

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 multimodal pipeline with no output schema and no annotations, the description is far too sparse. It doesn't explain the role of each parameter or what 'Fused z' represents, leaving significant ambiguity for an agent.

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 schema describes all 3 parameters with descriptions, covering 100% of them. The description adds no additional parameter semantics, so the baseline score of 3 applies.

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 identifies a multimodal fusion pipeline producing a fused output z, distinguishing it from individual sensor tools like sensor_visual and sensor_audio. However, it lacks an explicit verb (e.g., 'runs' or 'processes') and the phrase is more of a label than a functional statement.

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 on when to use this tool over sensor_fuse or individual sensor tools. The 'Full Multimodal' label implies a comprehensive process, but no alternatives or exclusions are mentioned.

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