caveman

Reduce verbose prompts and responses by enforcing caveman-style brevity.

15|2|Updated Jun 21, 2026

Search Tags:#communication #technical #prompt #concise #caveman #mode

Ready to run

npx skills add https://github.com/Liuchun-oss/codelf-agent --skill caveman-liuchun-oss

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/Liuchun-oss/codelf-agent/tree/main/resources/skills/caveman
Command: npx skills add https://github.com/Liuchun-oss/codelf-agent --skill caveman-liuchun-oss

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ultra-compressed communication mode reduces token usage by dropping filler, articles, and pleasantries while preserving full technical accuracy.

Core Features & Use Cases

Ultra-brief responses that preserve technical substance.
Use when you need concise, direct communication in code reviews, debugging, or rapid briefs.

Quick Start

Say "caveman mode" to enable terse, precise responses.

Frequently Asked Questions about caveman

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

FAQPage Schema

How do I get concise technical responses for code reviews and debugging?▼

To get concise technical responses, enable caveman mode to enforce ultra-brief communication. This drops filler, articles, and pleasantries while preserving full technical accuracy for code reviews, debugging, and rapid briefs.

What is caveman mode for reducing prompt verbosity?▼

Caveman mode is an ultra-compressed communication style that reduces token usage by dropping filler, articles, and pleasantries. It enforces terse, precise output while maintaining complete technical substance for technical tasks.

Does reducing prompt verbosity affect technical precision?▼

Reducing prompt verbosity does not affect technical precision. The rules-based constraint system drops filler while preserving accuracy, ensuring that ultra-brief responses maintain their full technical substance for code reviews and debugging.

Can I use terse communication mode for instruction generation?▼

You can use terse communication mode for instruction generation. It applies a rules-based constraint system that drops filler while preserving accuracy, making it suitable for generating concise, direct technical instructions.

What is the best way to reduce token usage in technical prompts?▼

The best way to reduce token usage in technical prompts is enabling caveman mode. It enforces caveman-style brevity by dropping articles and pleasantries, satisfying frontmatter-driven configuration and inline context to minimize tokens.