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📌 Get the guide here: https://link.builderspace.ai/creator-... In this video, I break down Anthropic's massive upgrade to the Skill Creator now with benchmarks, evals, blind A/B comparisons, and description optimization. I'll show you the 2 types of skills, the 3 problems that silently break them, and how to install and use the Skill Creator to test, measure, and refine your skills like a pro. Timestamps 0:00 Intro — Why most Claude Code skills silently fail 0:39 The 2 types of Claude Code Skills (Capability Uplift vs Encoded Preferences) 2:36 Problem 1 — Your skill might be making things worse 3:11 Solution 1 — Benchmarks & blind A/B comparisons 3:48 Problem 2 — No way to verify your preferences are followed 4:10 Solution 2 — Auto-generated evals (test cases for skills) 4:41 Problem 3 — Claude doesn't even use your skill 5:00 Solution 3 — Description optimization loop 5:18 How to install the Skill Creator plugin in Claude Code 8:20 Running evaluations & reviewing benchmark results 📚 WHAT YOU'LL LEARN: ✅ The 2 types of Claude Code skills and why they fail differently ✅ How to benchmark skill vs. no-skill with blind comparisons ✅ How to write evals (automated test cases) for your skills ✅ How to fix skill triggering with description optimization ✅ Step-by-step installation (terminal + desktop app) ✅ Full walkthrough: creating and testing a client proposal skill ⚙️ TOOLS & RESOURCES: 🔗 Anthropic Blog Post: https://claude.com/blog/improving-ski... 🔗 Skill Creator Plugin: https://github.com/anthropics/claude-... 🔗 Skills Repository: https://github.com/anthropics/skills/... 🔗 Claude Code: https://claude.com/product/claude-code 📌 WHO IS THIS FOR: This tutorial is for non-technical founders, product managers, and AI builders who create Claude Code skills but don't know how to test if they actually work. If you've ever built a skill and just "hoped for the best" — this is for you. 👋 ABOUT ME: I'm Joanna, and I've been building products for 10+ years. On this channel, I help founders build products with AI. 🔔 SUBSCRIBE for more AI product tutorials: / @aibuilderspace #claudecode #claudeskills #skillcreator #claudecodeskills #agentskills #anthropic #claudeai #claudecodeplugins #claudecodeevals #aibenchmarks #buildwithai #aitools #nocode #aiskills #testingaiskills #claudecodetutorial #aiagent #aitesting #vibecoding #aibuilder #claudeopus #claudesonnet #aiproducts #solofounder #buildinpublic #aiworkflow #aiautomation #aiagebts