Hello everyone, I'm programmer Yupi.Recently, GitHub has seen a wave of "distillation" enthusiasm.Not distilling liquor, but distilling people.Colleague.skill, Ex.skill, Nuwa.skill, Boss.skill, Self.skill... Various bizarre distillation projects are emerging one after another. Everyone is "encapsulating" people around them into AI skill packages.Some people distilled their departed colleagues, letting AI continue doing their work; some distilled their ex-partners, chatting with the AI version to recall old memories; some even created an "Ant...
Posts under the category AI & Machine Learning
I Distilled Myself Into a Skill and Open-Sourced It: A Complete Guide
The Distillation Trend Taking Over GitHubHello everyone, I'm programmer Fish (Yu Pi).Recently, GitHub has witnessed a surge in "distillation" projects — but not the kind involving alcoholic beverages. We're talking about distilling people into AI skills.Colleague.skill, Ex-girlfriend.skill, Nuwa.skill, Boss.skill, Self.skill... Various peculiar distillation projects are emerging everywhere. People are encapsulating those around them into AI skill packages.Some have distilled departed colleagues, allowing AI to continue their work. Others hav...
Claude Code Mastery Guide Part 6: Complete MCP Protocol Implementation Handbook
Introduction: From Offline Assistant to Online PlatformThis is the sixth installment of the Claude Code Mastery Guide series. In the previous article, we configured expert teams for Claude Code. This article equips Claude Code with external devices, transforming it from a local assistant into an internet-connected platform.A vivid analogy: Claude Code without MCP configuration resembles a genius locked in a room.It's intelligent and efficient—capable of handling any files you throw at it—but unable to reach anything in the outside world. You...
Distilling Yourself into an AI Skill: A Complete Guide to Creating Personal Digital Twins
The Rise of Skill Distillation: Turning People into AI CapabilitiesRecently, GitHub has witnessed an intriguing trend: "skill distillation." No, this isn't about producing fine spirits—it's about distilling human beings into AI skill packages.The phenomenon has exploded with creative variations: colleague.skill, ex-partner.skill, creator.skill, boss.skill, and even self.skill. Developers are encapsulating people around them into AI skill packages at an unprecedented rate. Some have distilled departed colleagues so AI can continue their work....
AI's Entry-Level Job Crisis: The Operating System-Level Transformation of Modern Education
Executive SummaryIn March 2026, Anthropic released a landmark labor market report that challenges conventional wisdom about AI's impact on employment. The findings reveal a counterintuitive truth: rather than triggering mass layoffs, AI is quietly sealing off career entry points by enhancing individual productivity to such degrees that organizations no longer need to hire junior-level positions.This phenomenon represents an "operating system-level" transformation of education itself. As traditional degree-based screening mechanisms become ob...
AI Welds Shut the Gateway: The Operating System-Level Transformation of Education
Executive Summary: The Counterintuitive Truth About AI and EmploymentIn March 2026, Anthropic released a workforce report that fundamentally challenges conventional wisdom about artificial intelligence's impact on employment. The findings reveal an extremely counterintuitive reality: AI has not destroyed workplaces through "mass layoffs" as widely predicted. Instead, it has silently welded shut career entry points by "suppressing recruitment," creating an invisible barrier for newcomers entering the professional world.The report introduces a...