My Recommended Agent Skills

What Are Agent Skills?

Agent Skills are an open standard developed by Anthropic, the company behind Claude. They enable AI agents to behave with specialized capabilities and domain expertise.

They're supported not only by Claude Code but by most major AI development tools.

The idea is that this helps address a long-standing issue with AI agents — the tendency to give only abstract, generic responses.

For more details, check out the official documentation below.

For best practices, the following official guide is a great reference.

Recommended Agent Skills

Vercel launched this site on January 21, 2026, where you can discover Agent Skills from around the world.

• find-skills

This skill shows up at the top of skills.sh — it's a skill for finding other skills. Ask something like "Is there a skill for xx?" and it'll search the skills.sh registry for candidates. If you're unsure what to install first, start with this one and ask for suggestions.

(If this gets built into Claude's base model in a future release, it could dramatically boost task execution accuracy across the board. The challenge is ensuring security...)

• brainstorming

A skill that helps you iteratively design a product's concept and requirements, including articulating the value proposition.

Once you input your project overview, the AI starts asking questions one by one like this, and your requirements take shape just by answering them:

Q1: Who is your primary target user?

Using it genuinely feels like bouncing ideas off a real person while refining a plan, which is incredibly helpful for someone like me who struggles with putting thoughts into words.

I haven't used it extensively yet, but I plan to keep using it long-term.

• frontend-design

A skill that avoids the typical "AI-generated" look and implements designs tailored to your specific requirements.

I've tried several skills including ui-ux-pro-max, but I haven't yet reached a quality level I'm satisfied with. I'm still exploring ways to produce satisfactory UI with AI agents, so I'll update this if I find something promising.

Pencil has been getting attention lately as a tool in this space.

Also, many tools and libraries have released official skills, so it's worth checking those out too.

Beyond just using skills, I'd also recommend having an AI agent create custom skills tailored to your own workflow.

Conclusion

This might eventually get absorbed into the models themselves, but as a system for easily introducing specialized knowledge, I find it quite reliable and reproducible.

Before Agent Skills came along, I was building my development environment with a fairly minimal approach — sticking to official features as much as possible. Since Agent Skills arrived, I've been experimenting with a 0-to-1 development flow that incorporates several skills.

In my case, I quite enjoy tech selection and dev environment setup, so I build the foundational development environment myself. After that, I have the AI implement features via TDD and create PRs on a per-feature basis. (Here are some projects where I've been trying this approach.)

I feel like even these aspects will eventually disappear as more skills emerge. At least for projects below a certain scale, the era of software engineers architecting through technical expertise seems to be coming to an end.

But ultimately, the structures and commerce of human society within capitalism won't change quickly, since humans are the bottleneck. So until then, I'm going to enjoy and make the most of this incredible era of engineering.