caveman

Compress responses to reduce token usage while preserving technical accuracy.

Updated May 27, 2026
One-click install
npx skills add https://github.com/RuifengFu/agent-skills --skill caveman-ruifengfu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/RuifengFu/agent-skills/tree/main/opencode/caveman
Command: npx skills add https://github.com/RuifengFu/agent-skills --skill caveman-ruifengfu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps reduce token usage by 75% through ultra-compressed communication while maintaining full technical accuracy, suitable for scenarios where concise responses are preferred.

Core Features & Use Cases

  • Ultra-Compressed Communication: Cuts down on token usage while preserving technical details.
  • Intensity Levels: Offers different levels of compression from 'lite' to 'wenyan-ultra'.
  • Auto-Clarity: Automatically switches to clearer communication for critical information.
  • Use Case: When a user wants to quickly convey technical information without unnecessary verbiage.

Quick Start

Activate caveman mode with the command "/caveman full".

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 AI technical support responses?▼

You can reduce token usage in AI technical support by applying ultra-compressed language techniques that cut natural response tokens by up to 75% while retaining full technical accuracy.

What is language compression for AI efficiency?▼

Language compression for AI efficiency is the process of formatting natural language into highly condensed syntax, minimizing verbiage to preserve token limits without losing technical details.

How do I adjust language compression levels for technical documentation review?▼

You can adjust language compression levels for technical documentation review by selecting specific intensity tiers, ranging from 'lite' compression to 'wenyan-ultra' for maximum brevity.

Does ultra-compressed communication support auto-clarity for critical information?▼

Yes, ultra-compressed communication supports auto-clarity by automatically switching to clearer, less compressed language when conveying critical technical information to ensure accuracy.

When should I not use compressed communication for AI responses?▼

You should not use compressed communication when conveying critical information that requires auto-clarity, or when users need standard natural language phrasing instead of highly condensed technical syntax.