caveman

Compress model responses into terse caveman-style prose with intensity levels.

2|Updated Apr 16, 2026
One-click install
npx skills add https://github.com/AlbertLin821/AIYO_new --skill caveman-albertlin821
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/AlbertLin821/AIYO_new/tree/main/.agents/skills/caveman
Command: npx skills add https://github.com/AlbertLin821/AIYO_new --skill caveman-albertlin821

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the issue of excessive token consumption in long-running AI conversations by enforcing a highly compressed, terse communication style that preserves technical accuracy while stripping away conversational filler.

Core Features & Use Cases

  • Multi-Level Compression: Offers six intensity levels ranging from professional-tight to extreme classical Chinese compression.
  • Technical Integrity: Ensures that code blocks, error strings, and technical symbols remain untouched while prose is minimized.
  • Use Case: Use this during complex debugging sessions to reduce output length by 65-75% without losing the critical technical details required to fix your code.

Quick Start

Activate the caveman skill by typing /caveman to immediately begin receiving ultra-compressed responses.

Frequently Asked Questions about caveman

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

FAQPage Schema
How do I reduce token usage in long AI conversations without losing technical accuracy?

To reduce token usage, compress model responses into terse prose that strips conversational filler while preserving code blocks and technical symbols. This maintains full technical accuracy while cutting output length by 65-75%.

What is caveman-style communication for token efficiency?

Caveman-style communication is an ultra-compressed prose format designed for token efficiency. It drops pleasantries and filler words while ensuring error strings and technical symbols remain untouched for debugging contexts.

How do I start compressing AI model responses into terse prose?

Start compressing AI model responses by activating the compression skill with a simple command. This immediately enforces strict rules for dropping filler and pleasantries, returning ultra-compressed responses.

Does ultra-compressed communication preserve code blocks and technical symbols?

Yes, ultra-compressed communication preserves code blocks, error strings, and technical symbols. The compression mechanism strictly targets prose, ensuring all technical details required to fix code remain untouched.

What compression intensity levels are available for token optimization?

Available compression intensity levels range from professional-tight to extreme classical Chinese registers. These six levels include lite, full, ultra, and classical options to support diverse communication needs and debugging sessions.

When should I avoid using terse prose compression for AI responses?

Avoid using terse prose compression when conversational context, pleasantries, or detailed explanations are required for user understanding. The extreme compression levels are optimized for technical debugging, not general communication.