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caveman

Transform AI model responses into caveman-style prose with reduced token usage.

Updated May 11, 2026
Search Tags:#technical communication#compression#token reduction#response formatting#language processing
One-click install
npx skills add https://github.com/guhans6/agent-workbench --skill caveman-guhans6
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: caveman
Source: https://github.com/guhans6/agent-workbench/tree/main/shared/skills/caveman
Command: npx skills add https://github.com/guhans6/agent-workbench --skill caveman-guhans6

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill compresses model responses into a caveman-style prose, reducing the output token count by 65-75% while preserving all technical details.

Core Features & Use Cases

  • Ultra-Compressed Communication: Transforms responses into a concise, caveman-like language.
  • Multiple Intensity Levels: Offers various compression levels from 'lite' to 'wenyan-ultra'.
  • Auto-Clarity Rule: Automatically switches to normal prose for security warnings and clarity.
  • Persistence: Active throughout the session until manually stopped.

Quick Start

Enable 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 responses without losing technical accuracy?▼

Token reduction without losing technical accuracy is achieved by compressing model responses into caveman-style prose. This format cuts output tokens by up to 75% while retaining all original technical details.

What does caveman-style response formatting do to technical communication?▼

Caveman-style response formatting transforms technical communication into ultra-compressed, concise language. It strips away verbose grammar to significantly reduce token usage while explicitly preserving the underlying technical data.

How do I enable caveman mode for my entire session?▼

To enable caveman mode for your entire session, execute the command `/caveman full`. This activates the compression persistence, keeping it active throughout the session until manually stopped.

Does the caveman compression mode work safely for critical security warnings?▼

Caveman compression works safely for critical security warnings by utilizing an auto-clarity rule. The system automatically switches from compressed prose to normal language when it detects security warnings or potential clarity issues.

Can I adjust the compression intensity levels for language processing?▼

You can adjust compression intensity levels for language processing by choosing from multiple tiers. The skill offers various options ranging from a 'lite' mode to an ultra-compressed 'wenyan-ultra' level.

What are the limitations of using compressed prose for technical responses?▼

The main limitation of using compressed prose for technical responses is the potential loss of clarity in complex explanations. To mitigate this, the system automatically switches to normal prose whenever it detects a clarity issue.

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