#Skill design
2207 related articles
·4 min
Teaching AI to Have "Taste": Exploring Multi-Agent Design with Open-Source Skill Taste
Why does AI-generated UI all look the same? Designer SEN open-sourced a Skill called Taste that uses a four-agent pipeline to reverse-engineer website "taste" into verifiable design principles called Taste DNA.
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ui-skills: An AI Skills Library Built …
·4 min
ui-skills: An AI Skills Library Built for Design Engineers
ui-skills is an open-source AI Skills library for design engineers that helps AI generate higher-quality UI code. It quickly gained thousands of GitHub Stars.
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·2 min
Zero Prompts! Turn Your Design Mockup into a Promo Video with One Skill
LibTV's 'Screenshot to Promo Video' Skill lets designers generate promo videos by simply uploading a mockup — no prompts, no MCP setup required.
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Deep Dives
Deep Dive into AI Agent Skill Design: …
·3 min
Deep Dive into AI Agent Skill Design: Engineering Practices from Anthropic and Perplexity
A deep dive into Skill design philosophy from Anthropic's Claude Code team and Perplexity's Agent team, covering the Tax Test, Gotchas Flywheel, progressive disclosure, and Eval-First practices for building high-quality AI Agent skill systems.
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Skill Engineering: Why AI Design Can't…
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Skill Engineering: Why AI Design Can't Rely on 'One-Shot' Generation
Paul Bakaus debunks the one-shot AI myth. Learn how Skill Engineering and loopmaxxing reshape human-AI collaboration for better design outcomes.
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Getting Started with Agent Skills: Progressive Disclosure Design Philosophy and Implementation Guide
A deep dive into Agent Skills and its core design philosophy — progressive disclosure. Covers middleware, dynamic tools, and Metawheel implementation for building scalable AI agents.
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Turn AI Into Your Personal Tutor with /teach: A Complete Guide to Stateful Skill Design
Deep dive into the /teach AI Skill's design and engineering: stateful vs. stateless Skill selection, ZPD pedagogy, interactive lesson generation, and onboarding potential.
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Product Reviews·3 min
Claude Code's Frontend UI Too Ugly? This Open-Source Skill Teaches AI Professional Design
AI coding tools produce frontend pages lacking design sense? UI-UX-Pro-Max-Skill is an open-source design enhancement Skill with 67 UI styles, 161 color systems, supporting Claude Code and Cursor.
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Product Reviews·2 min
Open Design: An Open-Source AI Design Framework — Deep Dive into 19 Skills + 71 Design Systems
Deep dive into Open Design, an open-source AI design framework featuring 19 composable skills, 71 Design.md systems, local deployment, and real-world use cases.
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Product Reviews·1 min
UI-UX-Pro-Max-Skill: A Professional UI Design Skill Pack for AI Coding Assistants
UI-UX-Pro-Max-Skill is an open-source AI design skill pack supporting Cursor, Claude Code & 15+ AI assistants. With 67 UI styles and 161 color schemes, it generates complete design systems in seconds.
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·3 min
Google AI Studio Hiring TPM Lead: Decoding the Three Key Criteria Including 'AI Pilled'
Google DeepMind's AI Studio team is hiring a TPM lead with three key criteria: AI pilled, high agency, and pushing the frontier. A deep dive into Google's acceleration strategy and AI talent trends.
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·3 min
Google AI Studio Hiring TPM Lead: Decoding Three Key Selection Criteria Including 'AI Pilled'
Google DeepMind's AI Studio team is hiring a TPM Lead with three key traits: AI pilled, high agency, and pushing the frontier. Deep analysis of AI talent competition trends.
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·3 min
From Musk to Jefferson: Beware the Cognitive Trap of Cross-Domain Experts
Why do geniuses in one field often become overconfident in others? From Musk's controversial interview to Jefferson's blind spots, an exploration of cross-domain cognitive arrogance.
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·3 min
Implementing Zanzibar in Lean4: A Formally Verified Permission Engine for AI Projects
Deep dive into a Datalog permission DSL built on Google Zanzibar using Lean4 theorem prover. How formal verification strengthens AI permission management.
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·2 min
Bun Now Generates CLAUDE.md by Default: The AI-Native Development Era Has Arrived
Bun runtime now generates a CLAUDE.md file by default with bun init, signaling AI assistants becoming first-class citizens in the development toolchain.
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·4 min
Are AI Coding Tools Making Developers Dumber? The Efficiency vs. Competence Dilemma
After heavy use of AI coding tools like Cursor and Claude, an indie developer discovers his debugging and code comprehension skills are eroding. Exploring the skill atrophy risks behind AI-boosted productivity.
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·3 min
Building a Custom Switch Management Interface with Gemini: AI-Powered Network Operations in Practice
A Homelab user leveraged Gemini AI to build a custom web management interface for an HP switch via REST API, enabling port control, PoE management, and connection visualization.
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·2 min
Training AI to Play Devil May Cry 3 with Reinforcement Learning: Challenges and Practices in Action Game AI
An indie developer trains AI to autonomously play Devil May Cry 3 using reinforcement learning. Explore the core challenges of action game AI including sparse rewards, high-dimensional action spaces, and real-time decision-making.
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·2 min
Training AI to Play Devil May Cry 3 with Reinforcement Learning: Challenges and Practices for Action Game AI
An indie developer trains AI to autonomously play Devil May Cry 3 using reinforcement learning. This article analyzes the core challenges including sparse rewards, high-dimensional action spaces, and real-time decision-making.
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·3 min
Preparation Guide for NLP Research Scientist Internships: Key Focus Areas and Common Pitfalls
A comprehensive guide to preparing for NLP Research Scientist Intern roles, covering evaluation criteria, foundational knowledge, paper reading strategies, hands-on skills, and common pitfalls.
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