Skill Auto-Activator

概要

Skill Auto-Activator streamlines the AI workflow by intelligently matching user input to specialized capabilities without requiring manual skill invocation. By utilizing a sophisticated scoring algorithm that evaluates keyword matches, priority weights, and configurable confidence thresholds, the system suggests the most relevant tools or activates them seamlessly in the background. This eliminates the friction of memorizing skill names and ensures that domain-specific guidance is always available, significantly improving efficiency and skill discovery across complex conversations.

主な機能

• Bilingual trigger support for seamless operation in English and Korean environments
• Centralized metadata management via a unified INDEX.yaml architecture
• Confidence-based recommendation engine using keyword and tag matching
• 3 GitHub stars
• Configurable activation modes supporting both manual suggestions and auto-execution
• Weighted priority system to favor critical skills during the detection process

ユースケース

• Automating the transition between different domain tools during complex multi-step tasks
• Managing a large library of skills through a centralized, keyword-driven discovery system
• Discovering relevant specialized skills without needing to remember specific command names