Skill Auto-Use

Stop waiting to be told which skill to use. Match context to skills automatically.

How It Works

Maintain a trigger table in your workspace (e.g., memory/protocols.md or a dedicated skill-triggers.md). The table maps observable contexts to installed skills:

| Trigger | Skill | Action |
|---------|-------|--------|
| User sends a PDF or document file | markdown-converter | Convert to Markdown, summarize |
| User asks a research question | deep-research-pro | Multi-source research with citations |
| User corrects you or says "that's wrong" | self-improving | Log correction, evaluate for promotion |
| Web scraping needed | scrapling-official | Use Scrapling for fetch + parse |

Rules