caveman

Reduce AI response verbosity while preserving technical accuracy.

36|4|Updated Feb 11, 2026

Search Tags:#debugging #brevity #terse #code-communication #technical-precision #caveman-mode

Ready to run

npx skills add https://github.com/xg-gh-25/SwarmAI --skill caveman-xg-gh-25

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_caveman
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill caveman-xg-gh-25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ultra-compressed communication that preserves technical substance while drastically reducing tokens, improving clarity in fast-paced technical collaborations.

Core Features & Use Cases

Drops articles, filler, pleasantries, and hedging to minimize token usage while keeping exact technical meaning.
Ideal for code reviews, debugging sessions, and high-velocity handoffs where concise, precise language is essential.
Supports persistent mode across turns until explicitly deactivated.

Quick Start

Activate caveman mode by saying caveman or be brief, and the AI will respond with terse, exact technical content.

Frequently Asked Questions about caveman

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

FAQPage Schema

How do I make AI responses more concise for code reviews?▼

To reduce verbosity in AI communication, use a terse response mode that drops articles, filler, and hedging while preserving exact technical accuracy. This drastically cuts token usage and improves clarity during fast-paced technical collaborations.

How do I get brief debugging session answers without losing technical precision?▼

To get brief debugging session answers without losing technical precision, activate a persistent caveman mode using an explicit trigger like "be brief". The AI will respond with terse, exact technical content that persists across turns until you explicitly stop it.

How do I reduce token usage in AI chat for technical handoffs?▼

To reduce token usage in AI chat for technical handoffs, apply ultra-compressed communication that strips filler and pleasantries while keeping the technical substance. This ensures rapid knowledge handoffs remain precise without unnecessary token overhead.

Does terse AI communication mode persist across multiple chat turns?▼

Yes, terse AI communication mode persists across multiple chat turns. Once activated with an explicit trigger like "caveman" or "be brief", the AI maintains ultra-compressed communication until you explicitly stop or deactivate the mode.

When should I avoid using caveman mode for AI responses?▼

You should avoid using caveman mode for AI responses when context requires conversational tone, detailed explanations, or hedging. Ultra-compressed communication drops pleasantries and filler, which may be unsuitable for non-technical audiences or formal documentation.