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DeepSkill
agent skills, find skill, search skill, skill match
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 was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #32 on the daily leaderboard. Start with a rough need and reach a skill your Agent can use right away.
DeepSkill was featured in Artificial Intelligence (478.1k followers), GitHub (41.4k followers) and Tech (631.9k followers) on Product Hunt. Together, these topics include over 316.7k products, making this a competitive space to launch in.
Who hunted DeepSkill?
DeepSkill was hunted by RatLab. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how DeepSkill stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
RatLab