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Want to make money and save time with AI? Get AI Coaching, Support & Courses 👉 https://juliangoldieai.com/07L1kg Get a FREE AI Course + 1000 NEW AI Agents 👉 https://juliangoldieai.com/5iUeBR Want to know how I make videos like these? Join the AI Profit Boardroom → https://juliangoldieai.com/07L1kg Get a FREE AI SEO Strategy Session: https://go.juliangoldie.com/strategy-... Claude just made AI workflows self-healing — no more manual fixes every time the model updates. Skills 2.0 introduces automated evals, benchmarking, and an improve loop that rewrites your skills based on real test results. If you build anything with Claude, this changes how you work. 00:00 Intro – Why AI workflows keep breaking after model updates 00:25 What is Claude Skills 2.0? – The fix most people don't know about 00:47 Skills 1.0 Recap – How skill.md files work 01:10 Two Skill Types – Capability uplift vs. encoded preference 01:50 Why encoded preference skills last longer 02:07 Skills 1.0 vs. 2.0 – What's actually different 02:35 AI Profit Boardroom – Community mention 02:51 The core problem Skills 2.0 solves – No testing tools for non-engineers 03:17 Mode 1: Create – Build a skill in plain English 03:37 Mode 2: Eval – Pass/fail testing with parallel sub-agents 04:02 Mode 3: Benchmark – Track performance after every model update 04:14 Mode 4: Improve – The self-fixing feedback loop 04:49 Trigger Optimizer – Stop skills from firing at the wrong time 05:24 Comparator Agents – Blind A/B testing between skill versions 05:49 How to Install – Claude Code, Claude.ai, and Cowork 06:10 Real-World Example – How Anthropic fixed their own PDF skill 06:41 Skills 2.0 = A feedback loop, not just a template 07:04 The bigger picture – Moving from experimenting to depending on AI 07:30 AI Profit Boardroom & AI Success Lab – Resources 08:08 Outro