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semantic-compression

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Compress text, preserve meaning.

Content & Communication#prompt optimization#token efficiency#compression#text reduction#semantic preservation#llm context
Authoraz9713
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill tackles the challenge of reducing text size and token count for LLM inputs or storage, without losing essential meaning.

Core Features & Use Cases

  • Aggressive Text Compression: Removes grammatical "scaffolding" to create highly condensed text fragments.
  • Token Count Reduction: Ideal for preparing context for LLMs, making documentation more efficient, or optimizing prompt length.
  • Use Case: You have a lengthy technical document that needs to be summarized for an LLM prompt. This Skill can reduce its size significantly while retaining the core technical details.

Quick Start

Use the semantic-compression skill to compress the following text: "The system was designed to efficiently process incoming data from multiple sources."

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: semantic-compression
Download link: https://github.com/az9713/oh-my-pi/archive/main.zip#semantic-compression

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