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🚀 Just shipped our biggest update since launch! - Stepper (13 examples) - File Upload(8 examples) - Tree View(examples) - 14 Motion animated components All paired beautifully with shadcn — free to use!

34,849 views • 1 year ago •via X (Twitter)

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Skills are the quickest way to 10x the quality and consistency of what you get from Claude Code. And you don't need to be a developer to use them. Anthropic just published how they use hundreds of skills internally every day. Most skill tutorials are made for developers — if you're in marketing, sales, content ops, or GTM, you probably watched those and moved on. But skills are just as important for non-developers. A skill is just a reusable prompt with clear instructions for a specific task. Instead of prompting Claude the same way over and over, you build it once and invoke it every time. I have a skill for writing on LinkedIn. A different one for YouTube outlines. Another for X. Each platform has different rules, different voice, different structure — so each one gets its own skill. If you're doing something repeatedly, it's time to make a skill. The biggest mistake most people make: building skills as a single .md file. A single file dumps everything into context whether Claude needs it or not. Wastes tokens. Gets worse results. Skills should be folders. Here's the structure that works: skill.md — the orchestrator. Tells Claude which files to read and when. It doesn't contain rules itself — it's the playbook. instructions/ — separate files for voice, structure, scope. Claude only loads the one it needs for the current step. examples/ — good AND bad. Good examples show what success looks like. Bad examples show patterns to avoid — AI writing tells, weak hooks, generic CTAs. Most people skip bad examples. Don't. eval/ — a checklist that scores every output before you see it. "Does it have a clear hook?" "Is it free of AI buzzwords?" Pass or fail on each item. templates/ — output formatting so you get consistent structure every time. The three types of skills that matter most for non-developers: 1. Business automation. Writing a newsletter. Checking reports and drafting follow-ups. Running programmatic ad campaigns. Any workflow you repeat — build a skill for it. 2. Content templates. Landing page copy, meta ads, email sequences, SEO briefs. Each one has specific requirements. Each one gets its own skill. 3. Thinking partners. This is the one people miss. Skills don't have to produce output. They can help you think — an advisory board that reviews your work from your ICP's perspective, a coach that pressure-tests your strategy, an ideation partner that researches competitors before suggesting your next move. If you already have skills as .md files, here's the exact prompt to restructure them in the Anthropic approved format: "I want to restructure my Claude Code skill file. Right now my skill is a single .md file and I want to break it into a folder system following Anthropic's best practices. Read my current skill file, then restructure it into a folder with: a skill.md orchestrator, an instructions/ folder with separate files for each concern (voice, structure, scope), an examples/ folder with good and bad examples, an eval/ folder with a quality checklist, and a templates/ folder for output formatting. Keep all my existing rules and intent — just reorganize them into the modular structure." Paste that into Claude Code pointed at the folder where your skill lives. It handles the rest. A few caveats: 1. Don't add too many skills. Every skill adds context Claude has to process. 50 skills loaded means everything slows down. Start with 3-5 covering your most repeated workflows. 2. Vet skills before downloading. If you grab a skill from the internet, read what's inside first. Skills can include shell commands and scripts. Check what you're running. 3. Share what works. Build a skill that performs well, put it in a shared GitHub repo. Your marketing org gets shared skills for copywriting, SEO, ad copy — new hires invoke the skill instead of learning every playbook from scratch. Onboarding time drops dramatically. 4. Keep your skills updated. When you see output you love, add it as a good example. When you see a pattern you hate, add it as a bad example. The skill gets sharper every time. I made a full video walking through all of this — including a live build of two skills from scratch (no terminal, no code), the exact prompt I use to restructure old skills, and 5 pro tips from Anthropic's internal playbook. Share this with your non-developer friends that want to do more with AI; or bookmark it to come back to at a later time.

JJ Englert

29,322 views • 3 months ago

Our first short course with Anthropic! Building Towards Computer Use with Anthropic. This teaches you to build an LLM-based agent that uses a computer interface by generating mouse clicks and keystrokes. Computer Use is an important, emerging capability for LLMs that will let AI agents do many more tasks than were possible before, since it lets them interact with interfaces designed for humans to use, rather than only tools that provide explicit API access. I hope you will enjoy learning about it! This course is taught by Anthropic's Head of Curriculum, Colt_Steele. You'll learn to apply image reasoning and tool use to "use" a computer as follows: a model processes an image of the screen, analyzes it to understand what's going on, and navigates the computer via mouse clicks and keystrokes. This course goes through the key building blocks, and culminates in a demo of an AI assistant that uses a web browser to search for a research paper, downloads the PDF, and finally summarizes the paper for you. In detail, you’ll: - Learn about Anthropic's family of models, when to use which one, and make API requests to Claude - Use multi-modal prompts that combine text and image content blocks, and also work with streaming responses - Improve your prompting by using prompt templates, using XML to structure prompts, and providing examples - Implement prompt caching to reduce cost and latency - Apply tool-use to build a chatbot that can call different tools to respond to queries - See all these building blocks come together in Computer Use demo Please sign up here:

Andrew Ng

170,366 views • 1 year ago

🕵🏻‍♀️ UPSC AIR 1 Dr. Anuj Agnihotri's Full Study Plan & Booklist for Prelims & Mains with Dr. Mrunal Patel Timestamps 0:00 Highlights 1:47 Intro: Anuj Agnihotri AIR 1 2:02 History: Prelims & Mains 2:23 TN NCERT & IGNOU Strategy 2:52 Geography: NCERT Approach 3:12 Role of Unacademy Educators 3:52 NCERT Revision Tips 4:01 Geo Mains: Disasters & Current 4:34 Env & Ecology Intro 4:43 Env Laws & National Parks 5:12 Wikipedia Search Strategy 5:33 Economy: Why Fundamentals First 5:51 Mrunal Sir’s Economy Videos 5:56 Economy CA: Indian Express 6:13 Polity: Laxmikanth for Prelims 6:22 GS2 Governance Themes 6:42 Social Issues: Clubbing Method 7:21 The Hindu vs Indian Express 7:26 5 Years of Indian Express 7:48 Why skip CA Magazines? 7:59 Science & Tech Prep 8:36 PYQ Analysis & Filtering 8:56 Core Subjects Recap 9:00 Newspaper First Strategy 9:20 Static & Current Linkages 9:32 Reading Time & Note-making 9:44 Value Addition to Notes 10:03 Avoiding CA Compilations 10:24 Ethics: Keyword Approach 10:51 Definitions & Examples 10:58 Real Life & Mythic Examples 11:07 Ethics Case Study Mindset 11:32 Essay: Templates & Conclusion 12:25 Optional Subject Choice 12:29 Medical Science Optional 13:06 Med Science Resources 13:35 Revision Challenges 14:16 Data: Med Science Toppers 14:46 AIR 1: Honest Reflection 15:23 Message to Aspirants 15:55 Mock Tests & Mindset 16:07 Closing Remarks In this exclusive session, Dr. Mrunal Patel interviews Dr. Anuj Agnihotri (AIR 1, UPSC CSE 2025). A graduate of AIIMS Jodhpur, Anuj secured 1071 marks (Written: 867, Interview: 204) in his third attempt. 👩🏻‍🏫 Mrunal’s Annual Economy Current Affairs lecture series Win26- next Free Live stream class on Wednesday

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45,763 views • 4 months ago