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skill_match

Identify skills needed for any intent. Provide an intent and receive a list of recommended skills to achieve it.

Instructions

Grok: recommend skills for an intent (5 credits).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
intentYes
api_keyYes
Behavior2/5

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

Without annotations, the description carries the full burden of disclosure. It only mentions a credit cost but omits any behavioral traits, side effects, authorization needs, or whether it is read-only or destructive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very concise at six words plus cost, with no wasted text. However, it is so terse that it lacks necessary detail, balancing conciseness with under-specification.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 2 parameters and no output schema, the description should at least explain the return value or behavior. It does not, leaving the agent without key information like what a recommendation looks like or how credits affect usage.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description adds minimal meaning to the parameters: it implies 'intent' is the subject of recommendation but does not explain its format or constraints. The 'api_key' parameter is completely unexplained, and schema coverage is 0%, so the description fails to compensate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'recommend' and resource 'skills for an intent', indicating the tool's purpose. However, it does not differentiate from sibling tools like get_skill or list_skills, which are closely related.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

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 only mentions a cost of 5 credits, which is not usage context.

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

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