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compress-prompt

Community

Shrink prompts without losing meaning.

Content & Communication#verification#nlp#prompts#prompt-engineering#semantics#compress
Authorjbrukh
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Compress prompts while preserving semantic content, reducing length while keeping all instructions, constraints, and essential structure intact, enabling faster iteration and shareability.

Core Features & Use Cases

  • Lossy mode targets 30-50% reduction with ≥90% semantic retention, while lossless (--lossless) preserves 100% of directives and constraints with 10-30% reduction.
  • Works across all prompt types (system prompts, task prompts, multi-section documents) and supports recovery of intent even when formatting is complex.
  • Use cases include refining long prompts for chat tasks, sharing compact prompts with teammates, and automating prompt distribution in templates.

Quick Start

Provide a prompt and specify a mode (--lossless for full retention) to receive a compressed version with a concise stats report.

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: compress-prompt
Download link: https://github.com/jbrukh/skills/archive/main.zip#compress-prompt

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