llm-semantic-match

Community

Semantically match a choice using LLM reasoning.

Authorphrazzld
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Map a user-provided query to a single best item from a finite set using LLM-based sub-calls.

Core Features & Use Cases

  • Provides exact-match first, then semantically resolves to the closest option when needed.
  • Useful for mapping exercise names to entries, product catalogs, or taxonomy labels.
  • Supports a deterministic fallback to create a new item if no good match exists.

Quick Start

Provide a query describing the goal and let the skill return the semantically matched item from the candidate set.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: llm-semantic-match
Download link: https://github.com/phrazzld/spellbook/archive/main.zip#llm-semantic-match

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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