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caveman

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Compress prompts, keep meaning.

Content & Communication#nlp#compression#prompt#semantic-preservation#caveman
Authorjwiegley
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill compresses prompts by aggressively removing stop words and scaffolding while preserving semantic content, reducing token usage and improving efficiency.

Core Features & Use Cases

  • Aggressive stop-word removal: Drastically reduces prompt length while preserving essential meaning.
  • Preserves content words: Keeps nouns, main verbs, adjectives that add meaning, and key qualifiers.
  • Practical benefits: Lowers token consumption and improves LLM throughput for long instructions.

Quick Start

Compress the sentence: This pipeline will minimize extraneous words but preserve core meaning.

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: caveman
Download link: https://github.com/jwiegley/claude-prompts/archive/main.zip#caveman

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