crux-skill-memory-compress

Compress markdown memory files into CRUX notation with metadata preservation.

8|1|Updated Jan 26, 2026
One-click install
npx skills add https://github.com/zotoio/CRUX-Compress --skill crux-skill-memory-compress
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: crux-skill-memory-compress
Source: https://github.com/zotoio/CRUX-Compress/tree/main/.cursor/skills/crux-skill-memory-compress
Command: npx skills add https://github.com/zotoio/CRUX-Compress --skill crux-skill-memory-compress

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces AI context usage by compressing large memory files into compact CRUX notation while preserving essential information, metadata, and recovery paths.

Core Features & Use Cases

  • Adaptive Memory Compression: Compresses memory file bodies with configurable targets, size limits, and CRUX encoding rules.
  • Safe Migration and Recovery: Archives original memories, restores compressed files for editing, and manages migration from existing uncompressed memories.
  • Use Case: When a project has many large memory files consuming context space, use this Skill to compress eligible memories while maintaining searchable and recoverable knowledge.

Quick Start

Use the crux-skill-memory-compress skill to compress eligible memory files after enabling memory compression in the CRUX configuration.

Frequently Asked Questions about crux-skill-memory-compress

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compress markdown memory files to reduce AI context usage?

To compress markdown memory files, this Skill applies CRUX notation to encode file bodies while preserving semantic information, metadata, and recovery paths. It targets configurable size limits to reduce context usage safely.

Can I restore compressed memory files after migration to CRUX notation?

Yes, you can restore compressed memory files. The Skill archives original uncompressed memories and supports decompression, allowing you to safely restore files for editing after migration.

What is adaptive memory compression and when do I need it for AI context optimization?

Adaptive memory compression reduces large memory file sizes using CRUX encoding rules. You need it when large markdown memory files consume excessive context space, ensuring knowledge remains searchable and recoverable.

Do I need to validate CRUX configuration before compressing memory files?

Yes, configuration validation is required. The Skill requires enabling memory compression in the CRUX configuration and validating it before processing eligible markdown files for reliable memory optimization.

Are there limitations when migrating uncompressed markdown memories to CRUX notation?

Migration limitations include the need for source archival and adaptive size enforcement. You must archive original memories before processing and ensure CRUX notation processing handles memory optimization reliably.

Does CRUX memory compression work for large markdown memory archives?

Yes, CRUX memory compression works for large markdown memory archives. It compresses eligible memory files with configurable targets and size limits, reducing context space while maintaining searchable knowledge.