quick_response

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It reveals the run_prepared_task dependency but says nothing about whether preparing this response mutates state, what side effects occur, or what 'auxiliary' entails. For an un-annotated tool, this is a significant transparency gap.

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?

A single, front-loaded sentence with no wasted words. The purpose and the dependency lead. It is efficient, though the brevity borders on under-specification — but as a pure conciseness assessment, it scores well.

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?

The output schema covers return format, but with 0% parameter coverage, no annotations, and a one-line description, the definition is incomplete. An agent lacks enough information about parameter semantics and the tool's role relative to prepare_task to invoke it with confidence.

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 0%, so the description must compensate for the three undocumented parameters. It explains none of them: what 'quality' controls, what values 'reasoning_effort' accepts, and how 'prompt' is used are all unexplained. This is a critical gap for an agent trying to call the tool correctly.

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 states a specific verb (prepare) and resource (low-latency auxiliary response), which goes beyond a tautology. It also discloses the run_prepared_task dependency. However, the term 'auxiliary' is vague, and the description doesn't clearly distinguish quick_response from the sibling prepare_task — both appear to prepare something, and the differentiator is left implicit.

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 phrase 'low-latency auxiliary' implies a use case, and the dependency note ('execution requires run_prepared_task') hints at a workflow. But there is no explicit statement of when to choose this over prepare_task or other siblings, nor any when-not-to-use guidance. The routing is implied rather than stated.

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