Auto Skill Trigger - Automatic Skill Matching

Overview

Automatically match relevant skills to the current task using keyword/pattern scoring. Pre-filters the <available_skills> list before the LLM decides which to load.

How It Works

1. When a message arrives, score each skill's description against the message
2. Only include high-scoring skills in the prompt
3. The LLM makes the final decision from a relevant subset

Scoring Algorithm

Simple TF-IDF-like keyword overlap: