caveman

Compress AI responses by removing filler while preserving code and technical details.

1|Updated Feb 19, 2025
One-click install
npx skills add https://github.com/trystan2k/favoritable-old --skill caveman-trystan2k
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/trystan2k/favoritable-old/tree/main/.agents/skills/caveman
Command: npx skills add https://github.com/trystan2k/favoritable-old --skill caveman-trystan2k

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI responses often include unnecessary fluff, filler words, pleasantries, and hedging that waste tokens without adding value, especially for technical use cases where concise, accurate information is critical.

Core Features & Use Cases

  • 6 configurable intensity levels: Ranges from lite (professional tight prose) to ultra (extreme abbreviation) and classical Chinese wenyan variants for maximum compression.
  • Full technical accuracy preservation: All code blocks, error strings, technical symbols, and API names remain unchanged, with no loss of critical details.
  • Auto-clarity safety rules: Automatically switches to normal prose for security warnings, irreversible action confirmations, and ambiguous multi-step sequences to prevent miscommunication.
  • Use case: Developers debugging code, asking technical questions, or working in low-token AI environments can get accurate, concise responses without sifting through unnecessary text.

Quick Start

Ask the AI to respond in caveman mode with your preferred intensity level, such as requesting ultra compression for a React debugging question.

Frequently Asked Questions about caveman

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

FAQPage Schema
How do I reduce AI response tokens for technical debugging without losing code accuracy?

To reduce AI response tokens, you can enable caveman mode to eliminate fluff and filler. It cuts token consumption by up to 75% while preserving exact code blocks, error strings, and technical symbols for accurate debugging.

What is caveman mode for AI output optimization?

Caveman mode is a terse communication technique for AI output optimization. It eliminates unnecessary filler, hedging, and pleasantries from responses, serving software engineers working in low-token or high-efficiency AI interaction environments.

How do I configure terse communication levels for low-token AI interactions?

You can configure terse communication by selecting from six intensity levels. These range from lite professional tight prose to ultra extreme abbreviation, including classical Chinese wenyan variants for maximum technical response compression.

Does technical response compression preserve exact error strings and API names?

Yes, technical response compression preserves exact error strings, API names, and code blocks unchanged. It ensures full technical accuracy retention without losing critical details while removing non-essential text.

When should I not use extreme abbreviation for AI interactions?

You should avoid extreme abbreviation during security warnings, irreversible action confirmations, and ambiguous multi-step sequences. Auto-clarity safety rules automatically switch to normal prose in these high-risk contexts to prevent miscommunication.