tokenQrusher Skill

Overview

tokenQrusher reduces OpenClaw API costs by 50-80% through:

1. Context Filtering – Loads only necessary workspace files (up to 99% reduction for simple messages)
2. Heartbeat Optimization – Reduces heartbeat API calls by 75%

This is the simplified, production-ready core. Non-functional advisory components have been removed.

Components

1. Context Hook (token-context)

Event: agent:bootstrap

Filters which workspace files are loaded based on message complexity.