import_kernel_build

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

Annotations provide no safety hints (all false), so the description carries the full burden. It mentions 'import' and 'register' implying side effects, but does not disclose what changes are made, whether the operation is reversible, or what happens to existing pipeline models. Very limited transparency.

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 concise sentence that front-loads the action verbs. It is efficient, though the phrase 'register the existing pipeline model' is slightly vague and could be clearer.

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 3 parameters, 2 required, and an output schema, the description is too brief to be complete. It leaves key terms like 'declared native compiler files' and 'existing pipeline model' undefined, and does not explain how source_root or sensitivity affect the operation.

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 only 33% (only path is documented). The description does not mention any parameters, so sensitivity and source_root semantics remain unexplained. With low coverage, the description should compensate but does not.

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 imports native compiler files and registers the pipeline model, which is a specific action. However, it does not differentiate from sibling import tools like import_nvbench or import_artifact beyond the kernel-build focus.

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, nor any prerequisites or context suggesting the appropriate situation for invoking it. The description only states what it does, not when or why.

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