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A tweet promoting Fluid Functionalism, a Shadcn-based open source UI foundation and an installable skill for building polished, accessible, themeable product interfaces with fluid motion and satisfying hover states.
A tweet showcasing how pstack works, an agent workflow popularized by SpaceXAI engineer Lauren Tan, using skills like /poteto-mode, /create-verification-skill, and /reflect to route tasks, verify running apps, hand off tested changes, and prevent recurring failures.
Matt Pocock shares his 'Skills for Real Engineers' repository of small, composable agent skills for coding tools like Claude Code, Codex, Copilot, and Gemini CLI, joking about merging a bug fix with an adjective in 2026.
The Windows version of the WeChat Skill is live, supporting full parsing of local data including chats, Moments, Favorites, and Contacts. It's a new addition to the yichen-skills toolkit, designed to be used alongside Claude Code and Codex.
论文提出 MemCryst 框架，通过记忆与技能的双向学习实现冻结语言模型下的终身上下文适应，并在 ALFWorld 等十个设置中的七个对比中取得领先结果。
A pro tip advising developers not to build AI Skills using markdown files, but instead to implement them as deterministic scripts for more reliable behavior.
SuperCMO AI offers open-source skills that turn Claude into an AI chief marketing officer, launching on Product Hunt.
Un artículo personal describe cómo crear un videoclip con IA usando Claude Opus para generar las visuales en código y Suno para la música, destacando que la clave para lograr calidad es dar ejemplos concretos en lugar de descripciones vagas, iterar con notas específicas y guardar lo aprendido como instrucciones reutilizables.
The author proposes using Claude Code together with the yichen-skills skill collection to build a personalized Personal Agent, integrating data sources such as WeChat, WeCom, Feishu, Gmail, Slack, bookmarks, and chat logs — all consolidated into Markdown assets serving as a shared world context.
作者解释了 API、MCP（Model Context Protocol）和 Skills 三者的区别，并推广由 Precisely 赞助的 Precisely AI Studio，该平台提供通过 MCP 连接的现成 AI 智能体、应用和技能。
Airbnb researchers present a case study showing that a portable agent skill—a natural-language instruction, lightweight tools, and an LLM-generated Wikipedia-style navigation layer over documents—can replace complex RAG pipelines, achieving 99.2% procedural equivalence to human-approved ground truth in customer support workflow generation, though at ~10x higher latency.
Matt Pocock argues that while agent skills aren't strictly necessary if you already follow a great process, they make it easier to follow that process consistently.
作者在 Claude Code 会话中测试将 Jev/Decision 模型嵌入 Jinja 模板化的 Skill，通过让决策模型直接处理文件而不经过 Opus 上下文，实现了约 70% 的上下文/成本节省和 4-5 倍的速度提升。
Matt Pocock 讨论为 /grill-me 技能添加 GRILL.md 配置文件，让用户能自定义规划阶段的审查重点（如安全性、模块策略）以及逐项或整体提问的方式。
Dan Shipper 和 Arielle Shipper 在 GitHub 上开源了 Every Hiring Automations Kit，一套可在 Codex 中运行的自动化招聘流水线技能与蓝图，涵盖候选人筛选、沟通、电话面试准备等功能。
Matt Pocock 考虑在 /retro 命令中加入建议，鼓励用户将重复任务转化为自定义工具（CLI + skill），让 agent 委派任务给脚本，从而减少 token 消耗和幻觉。
An engineer at a major tech company shares their takeaways from two months of AI-assisted development, covering how to divide work across a combination of Codex, GPT-5.6 Sol, Astra, and Claude, and how a lean set of Skills paired with methodology prompts like first-principles thinking and adversarial review can replace heavyweight workflows in the era of stronger models and boost everyday dev efficiency.
Matt Pocock argues that as AI models improve, they also get better at using skills — and that good skills should communicate user intent while staying out of the model's way.
作者实验了给 Hermes Agent 安装官方 domain-intel 技能，对 example.com 执行受限的被动侦察任务，包括子域名发现、SSL/TLS 证书透明度检查、WHOIS 与 DNS 溯源，并探讨了对 AI 安全分析结论的信任度问题。