How Anthropic Skills Actually Work (Live Stream Deep Dive) скачать в хорошем качестве

How Anthropic Skills Actually Work (Live Stream Deep Dive)

markdownIn this livestream, we explore how Anthropic Skills actually work under the hood - testing the new code execution feature, discovering limitations, and comparing cloud-based Skills to local execution with Desktop Commander. We tear apart the container architecture, test real Skills (PowerPoint, PDF, YouTube transcripts), check network access, examine file systems, and even CREATE a new HTML-to-PDF skill live on stream and publish it to GitHub - all without opening a browser. ⚙️ WHAT WE COVERED: Container Architecture & Persistence How Claude creates separate VMs for each chat 9GB RAM, 4 CPU cores per container specs File system exploration and persistence limitations Machine ID testing across chats Skills vs MCPs Deep Dive Token efficiency: Skills load prompts on-demand vs MCPs loading everything upfront Pre-written Python scripts vs writing code from scratch How Skills can self-modify and improve Why Skills can't access MCPs (yet) Live Demos & Testing Creating PowerPoint presentations (HTML → PPTX conversion) Building PDFs with proper styling YouTube transcript extraction attempts Running MCP servers inside containers (Context7 MCP) Installing packages, checking network access Video compression with FFmpeg Network & Security Limitations Outbound internet access (newly enabled) Why most websites block the containers as bots IP address tracing and firewall testing Why you can't host public servers Creating Skills Live Built HTML-to-PDF skill from scratch during stream Published to GitHub using Desktop Commander (no UI needed) Skill iteration and improvement process How AI can modify its own prompts Desktop Commander vs Cloud Skills Local execution advantages (no file size limits, real internet access) Processing large video files (1GB+ demos) Using Skills locally with any AI tool Freedom from container restrictions 🔗 RESOURCES: 📚 Anthropic Skills Documentation: https://docs.claude.com/en/docs/agent... 📦 Anthropic Example Skills (GitHub): https://github.com/anthropics/skills 📄 Anthropic Document Skills (PowerPoint, PDF, Excel, Word): https://github.com/anthropics/skills/... 🖥️ Desktop Commander (Local MCP Tool): https://desktopcommander.app/ 🎨 HTML-to-PDF Skill (Created Live on Stream): https://github.com/desktop-commander/... 💬 Join Our Discord:   / discord   📝 Article: "The Next Agent is a CLI":   / why-i-went-from-rest-apis-to-mcps-to-clis-...   Chapters: 0:00 What Are Anthropic Skills? 4:42 Setting Up Skills in Claude 7:17 Demo: Building PowerPoint Presentations 13:48 Inside the Container: Architecture Deep Dive 18:03 Testing Persistence & File Systems 22:47 Running MCP Servers in Containers 29:35 Network access and Limits 34:08 Skills Environment Blocked By Youtube, but works Locally with Desktop Commander 42:00 Compressing Videos With FFMPEG? Only 31MB uploads but no limits with Desktop Commander 49:00 Checking IPs and Machine IDs of Claude Virtual Environments 50:25 Creating HTML-to-PDF Skill Live 63:09 Publishing to GitHub (No UI Required) 66:00 Key Takeaways & What's Next #AnthropicSkills #ClaudeAI #DesktopCommander #MCPServers #AIAgents #CodeExecution #ClaudeDesktop #AIAutomation #DeveloperTools #AITools #MachineLearning #PythonAutomation #AIWorkflow #TechLivestream #AIEngineering