Hey everyone! 👋 One thing that kept bothering us when working with AI Skills was how hard it was to answer a seemingly simple question: **“Which Skill should I actually use for this task?”** There are more and more Skills every day. Finding something that *looks* relevant is pretty easy. Finding something that actually works well for what you’re trying to do is a different story. A Skill can have a great description but turn out to be difficult to use. A popular one may not be the best fit for your particular task. And sometimes, it’s hard to know whether a Skill is actually safe to use in the first place. That’s why we built **deep-skill-finder**. Instead of treating Skill discovery as a simple keyword search, we look at four things: * **Real-world performance** — what the Skill can actually do * **Difficulty & requirements** — what it takes to use it successfully * **Safety** — potential risks and trustworthiness * **User feedback** — what people actually experienced when using it You describe what you’re trying to accomplish, and deep-skill-finder finds and recommends Skills based on these factors — rather than simply showing you the most popular or keyword-matched ones. It’s still a work in progress, and we’re curious to see how people actually discover and choose Skills. **If you use AI Skills, how do you usually decide which one to try?**

DeepSkill

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