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Claude Code Skills Changed Everything (And Nobody Noticed)

20.8K views· 457 likes· 20:38· Mar 24, 2026

🛍️ Products Mentioned (3)

In this video you will learn how to use Agent Skills in Claude Code to supercharge your agentic coding workflows. 🔌 Airtop (Sponsor) Use code LEON for a free month: www.airtop.ai/?utm_source=youtube&utm_medium=paid&utm_campaign=leonvanzyl032526&utm_term=technical&utm_content=integration 🚀 Join 700+ builders learning AI automation & agentic coding: https://www.skool.com/agentic-labs 🛠️ Skills Marketplace: https://skills.sh 🛠️ Anthropic Skills Repo: https://github.com/anthropics/claude-plugins-official We cover all the new features added to the Skill Creator skill including how to install skills from the official marketplace and skills.sh, create custom skills manually or with the Skill Creator, use forked context to run large skills in their own session, set up subagents with background mode for long running tasks, inject dynamic project data using pre-processing commands and run evaluations with blind AB comparisons to benchmark your skills against the base model. ⏰ TIMESTAMPS: 00:00 New Agent Skills features overview 00:27 Installing skills via plugin command and skills.sh 02:55 Why you need the Skill Creator skill 03:07 Creating a skill manually (skill.md structure) 04:04 Using Skill Creator to automate skill building 04:38 Two skill types (capability uplift vs encoded preferences) 06:46 Building your first skill with Skill Creator 07:43 Invoking skills and the custom commands merge 08:28 Subagents with background mode for long running skills 10:30 Context fork to keep your context window clean 12:46 Airtop sponsor segment 13:55 Dynamic context injection with pre-processing 17:54 Running evaluations and blind AB comparisons 20:29 Wrap up Business & sponsorship enquiries: leon.vanzyl@gmail.com #claudecode #vibecoding #agenticcoding

About This Video

If you’re using Agent Skills the same way you did six months ago, you’re missing out on a lot. In this video I walk through what quietly changed in Claude Code Skills—and why it basically upgrades your whole agentic coding workflow. I start with the boring-but-important part: installing skills. You can do it directly in Claude Code via the plugin command (and make sure the official marketplace repo is added), or you can use skills.sh to install skills in a way that works across a bunch of agentic coding tools—not just Claude Code. Then I show how skills are structured (the skill.md front matter, name + description) and why I mostly don’t bother building them manually anymore: the Skill Creator skill now does the heavy lifting. It can generate skills, but more importantly it can test them, create evals, and run blind A/B comparisons against the baseline model. I also break down the two skill types Anthropic talks about—capability uplift vs encoded preferences—so you know when you’re adding a real new capability versus just enforcing a workflow. From there we get into the workflows that actually matter: subagents with background mode for long-running tasks, context fork to keep your main context window clean, and dynamic context injection (pre-processing commands) so your skill can pull in live project data like file trees, package.json, and recent git commits before the agent even reads the prompt.

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