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skill_match

Read-onlyIdempotent

Rank book skills to match a given task, using skill cards, domains, playbooks, and frameworks. Identify the most relevant skills before opening a book.

Instructions

Rank book skills for a task using the skill cards, domains, playbooks, and frameworks. Call before opening a book when multiple skills are loaded. Read-only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYesWhat the user/agent is trying to do.
limitNoMax matches to return.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already declare readOnlyHint and idempotentHint as true, so the description's 'Read-only' tag adds little beyond that. The description does add context about call timing but lacks further behavioral details.

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

Conciseness5/5

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

Two sentences conveying purpose and usage guidance with zero waste. Every sentence adds value.

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

Completeness4/5

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

Given an output schema and thorough annotations, the description adequately covers the tool's role. It could mention the ranking mechanism in more detail, but it is sufficient for an agent to use correctly.

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

Parameters3/5

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

Schema coverage is 100% and both parameters ('task', 'limit') are well-described in the schema. The description adds general context about the ranking process but no additional parameter-specific meaning.

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

Purpose5/5

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

The description states a specific action: 'Rank book skills for a task'. It also clarifies the resources used (skill cards, domains, playbooks, frameworks) and distinguishes the tool from siblings by specifying when to call it ('before opening a book when multiple skills are loaded').

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

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly advises calling before opening a book when multiple skills are loaded, providing clear context. However, it does not explicitly state when not to use it or list alternatives.

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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