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skillhub-club

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search_skills

Find Claude Code Skills by describing your task in natural language. Returns semantically matched results to help you discover relevant skills.

Instructions

Search for Claude Code Skills using natural language. Returns relevant skills based on semantic matching.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesNatural language search query (e.g., 'PDF processing', 'code review', 'git workflow')
limitNoNumber of results (1-20, default: 5)
categoryNoFilter by category (optional)
min_scoreNoMinimum quality score 0-100 (optional)
Behavior3/5

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

No annotations provided, so the description carries full burden. It mentions 'semantic matching' but does not detail result ordering, pagination, or potential side effects. Adequate but minimal.

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?

Two sentence description is concise and front-loaded. No unnecessary text, though could be slightly more informative without adding length.

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

Completeness3/5

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

For a search tool with 4 parameters and no output schema, the description is adequate but lacks details about result structure or behavior. Not incomplete, but could be richer.

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 description coverage is 100% with all parameters described. The description adds no extra meaning beyond the schema, so baseline 3 is appropriate.

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 clearly states the action 'Search for Claude Code Skills' using natural language and semantic matching, distinguishing it from sibling tools like browse_catalog or get_skill_detail.

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?

The description implies usage for natural language queries but lacks explicit guidance on when to use versus alternatives like recommend_skills. No 'when not to use' or prerequisite info.

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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