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Mark Kashef breaks down Claude's new Cowork feature and the game-changing concept of "skills"—reusable knowledge modules that Claude calls on just-in-time to execute specialized tasks without bloating your context window. This live demo shows how skills transform Claude from a general assistant into a highly tailored expert that handles complex workflows like PowerPoint creation with zero design instructions. Be sure to subscribe to Mark's channel: @Mark_Kashef Take the 60 second quiz to get a free AI Action Plan tailored to your skill level: https://returnmytime.com/quiz Timestamps: 00:00 – Intro: What Are Skills in Claude? 01:27 – Live Demo: Claude Building a PowerPoint Deck 02:35 – Reviewing a Completed One-Shot PowerPoint 03:33 – The QA Agent and How to Improve It 04:05 – Chaining Multiple Skills Together 05:24 – Why Custom Skills Beat Tools Like Gamma 06:02 – Context Window Limits and Conversation Compacting 06:43 – Claude Code: The Final Frontier 07:35 – The Easiest Way to Get Started with Cowork 08:24 – Where to Follow Mark and Join His Community Key Points •Skills are reusable knowledge modules Claude invokes "just-in-time"—it only reads the skill when needed, keeping your context window clean and efficient •Claude Cowork can spin up multiple sub-agents simultaneously: research agents, design agents, QA agents—all working together to complete complex tasks •The PowerPoint demo was one-shotted with zero design instructions—Claude chose colors, layouts, stats, and formatting entirely on its own If you do something more than twice and want it done the same way, it deserves to become a skill you can invoke repeatedly •Spending one weekend experimenting with Cowork puts you in the top 10% of users—the tool is brand new and most people haven't touched it yet Summaries 1. Skills Explained: Just-In-Time Knowledge That Doesn't Bloat Your Context Think of skills like specialized training modules Claude can access when needed. Mark uses the example of brushing your teeth—everyone knows the basics, but what if you wanted dentist-approved technique that catches the most plaque without hurting your gums? That compressed, expert-level knowledge becomes a skill. The key innovation is "just-in-time" invocation. Claude doesn't load every skill into memory upfront. When it recognizes a task that matches a skill, it quickly reads what's needed and executes. This means you can have dozens of skills—budgeting, driving, copywriting, PowerPoint design—without overwhelming the context window. Skills make Claude dramatically more powerful because it operates like a specialist rather than a generalist. 2. The PowerPoint Workflow: One-Shot Results with Zero Instructions Mark demonstrates a completed PowerPoint that Claude built with no design guidance whatsoever. The result is impressive: professional colors, clean layouts, relevant statistics, consulting-firm quality slides. Claude autonomously spun up four sub-agents to handle research, compiled findings, created the deck, and deployed a QA agent to check for overlapping text. Is it perfect? No—some text overflow issues slipped through. But here's the power move: you can correct the QA agent, then tell Claude to create a solidified skill from those corrections. Next time, it knows exactly what to look for. This transforms one-time feedback into permanent improvement. 3. Chaining Skills for Complex Workflows A single PowerPoint might require three or four skills working together. Skill one: design preferences (colors, branding, layout rules). Skill two: copywriting style (bullet points vs. paragraphs, concise vs. detailed). Skill three: QA checklist (what to verify before finalizing). Each skill handles its domain, and Claude orchestrates them automatically. This approach beats tools like Gamma because you're not living by someone else's rules. You define exactly how your outputs should look and behave. The upfront investment—maybe an hour or two building skills—pays compound returns every time you run the workflow. 4. Getting Started: Research Is the Gateway Drug Mark's advice for beginners: start with everyday research tasks. Buying a new appliance? Searching for plane tickets? Spin up four or five agents, each with a specific angle or set of sites to explore. Have them execute research, compile findings, and generate a PDF summary. That single workflow—however mundane—previews what's possible. Claude Cowork is brand new. Spending one weekend experimenting puts you ahead of 90% of users. Break things, find limits, see what works. Once you're comfortable, Claude Code awaits as the final frontier for even more power. FIND ME ON SOCIAL: X/Twitter: https://x.com/GanimCorey Instagram: / coreyganim LinkedIn: / coreyganim