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The 4 Skill Groups That Unlock Peak Agent Productivity | 这4组Skill才是Agent顶级生产力的真正密钥

June 16, 2026 coffee
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**The real productivity ceiling in the AI agent era isn't your tool — it's your Skill configuration.** After testing dozens of agents, one truth stands out: Skill Creator, Find Skills, Superpowers, jStack, Frontend Design, and Baoyu's content toolkit form the essential stack. Configure these four Skill groups correctly, and any agent becomes a full team. --- **AI Agent 时代真正的生产力天花板，不是你用的工具，而是你配置的 Skill。** 实测数十个 Agent 后，一个真相浮现：Skill Creator、Find Skills、Superpowers、jStack、Frontend Design 与宝玉工具箱，构成了核心生产力矩阵。四组 Skill 配置到位，任何 Agent 都能顶一支团队。

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Yann LeCun — “World Models: Enabling the Next AI Revolution”

June 12, 2026 coffee
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Yann LeCun argues that LLMs cannot achieve human-like intelligence: a four-year-old absorbs as much data through vision as all internet text. His solution—world models built on JEPA, predicting in abstract representation space rather than pixels—enables planning by energy minimization, intrinsic safety, and emergent physical common sense. Now open-sourced via V-JEPA 2, EB-JEPA, and LeJEPA for hands-on experimentation.

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How to Be a Successful FDE | 如何成为一名成功的前端部署工程师（FDE）

June 9, 2026 coffee
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AI, Chinese/中文, Education, Quantum and U, Quantum Mindset Programme

Traditional logic says you must choose: bespoke high-value consulting or infinitely scalable software. Palantir refused the trade-off and invented the Forward Deployed Engineer — an embedded engineer with direct CEO access who ships production code and precipitates every engagement into reusable platform capability. 传统逻辑要你二选一：高单价的定制咨询，或可无限扩展的软件。Palantir 拒绝妥协，造出了"前端部署工程师（FDE）"——能直达客户 CEO、写生产代码，同时把每一次项目沉淀为可复用的平台能力

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Graphify – Open Source Repo Solved Claude Code’s #1 Problem

June 8, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

Graphify is an open-source tool that solves Claude Code's biggest limitation — no persistent memory of your codebase. By converting any repository into a queryable knowledge graph through a three-pass pipeline (AST analysis, audio/video transcription, and LLM-driven semantic extraction), it gives Claude a structural map instead of forcing it to grep through files blindly, delivering real-world token savings of 40–60% on large codebases.

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The AI Agency Blueprint: From Prompt to Profit

May 29, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

From Prompt to Profit: The AI Agency Blueprint Most people use AI for fun. This blueprint turns it into a business. With five core services — product photography, client design, illustrated eBooks, short-form video, and pitch decks — a solo operator can reach $2K+/month in 60–90 days. The secret isn't better tools. It's structured briefs, repeatable systems, and five retainer clients.

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Zero to One with No-Code AI: The Complete Playbook / 从零到一玩转无代码 AI：完整实战手册

May 26, 2026 coffee
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A bilingual deep-dive into building real apps and websites without writing a single line of code.一篇双语长文，带你不写一行代码，做出真正能上线的 App 和网站。 Introduction /.

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The Most Advanced AI Scientist: AutoResearchClaw

May 25, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

AutoResearchClaw turns a single research idea into a conference-ready paper through a 23-stage autonomous pipeline—pulling real literature, running self-healing sandbox experiments, and verifying citations. This ready-to-use config runs Claude Code via ACP (no API key needed), with DeepSeek and OpenRouter as drop-in alternatives. Human gates stay active where quality matters most: literature screening, experiment design, and the final quality check.

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AI Freelancer Playbook – AI 自由职业者操作手册

May 23, 2026 coffee
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AI, Chinese/中文, Education, Quantum and U, Quantum Mindset Programme

turns AI into a force multiplier: route tasks to the right engine — Gemini, Claude, ChatGPT, Midjourney — while you own quality control. Master one workflow, win clients with value-first outreach, and scale from your first five reviews to market rates. 《AI 自由职业者操作手册》把 AI 变成效率倍增器：把任务分派给对的引擎——Gemini、Claude、ChatGPT、Midjourney——而你掌管质量把关。精通一套工作流，用价值优先的触达赢得客户，再从前五条好评一路放大到市场价。

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AI + Math → Drive Business (The AI Optimization Engine)

May 21, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

The most expensive business problems cannot be solved by guesswork. The AI Optimization Engine bridges the cognitive gap between human intuition and mathematical precision — translating business logic into Bayesian and regression models that balance inventory, capital, stockout, and freight costs simultaneously. The formula is clear: AI + Mathematics + Business Capability = explosive cost reduction and efficiency.

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The AI Marketing Engine

May 20, 2026 coffee
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A 30-day playbook reframing small-business marketing as a four-zone industrial system: Fuel (Claude mines customer reviews for your USP), Factory (Jasper, Midjourney, Canva produce on-brand content), Assembly (Predis.ai batches and schedules in one Sunday hour), and Dashboard (Notion plus ChatGPT track inquiries, conversions, and revenue — not vanity likes). Smart system. Disciplined loop. No massive budget required.

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