Caveman

Context Engineering JuliusBrussee

A skill that makes the agent compress its text output by ~65% by removing filler and using direct technical language, while preserving code accuracy and substance. Supports multiple compression levels (lite / full / ultra).

How to get this skill

Agent Skill by JuliusBrussee. Download or clone it, then install it in your agent.

View on GitHub ⬇ Download ZIP Publisher: JuliusBrussee

Setup & Installation

Clone the repository: git clone https://github.com/JuliusBrussee/caveman.git
Copy the skill folder (which contains SKILL.md) into your agent skills folder, e.g. .claude/skills/.
Restart or reload the agent to auto-discover the skill.
Check SKILL.md for any special instructions or requirements.

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The Caveman skill teaches the agent to communicate tersely: drop filler and redundant
phrasing, use sentence fragments and direct technical language, while fully preserving
code accuracy and technical substance.

It supports several compression levels — lite / full / ultra (plus a classical-Chinese
wényán mode) — and keeps the user's original language while compressing only the style.

Per the repository's benchmarks: ~65% average reduction in output tokens with technical
accuracy maintained. Motto: "why use many token when few token do trick".