This page collects recommendations and usage guides for Skills in the Chinese-speaking community as of October 2026: ready-made skill packs for scenarios such as design, video, Xiaohongshu, and research, installation methods for Codex and Claude Code, and experience with writing your own Skills and cleaning up Skills. It is suited to people who want to choose the right Skills and use them more reliably.
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Design Skills target the AI-generated look of pages: Impeccable uses commands to adjust layout, fonts, and polish, and TasteSkill installs with a single command.
Anthropic recommends a single Agent with Skills instead of multiple Subagents, which reduces information lost during handoffs. One customer reported that after modifications, speed improved about 2x.
Don't install more Skills just for the sake of it. Regularly uninstall duplicate and unused ones to save context. After Opus 5.5, many editing Skills are no longer needed.
Video Skills are the most popular: ffmpeg-skill reviews footage before editing, and packs for animated explainers and short drama production are also often used to grow accounts.
Installing ready-made Skill packs in Codex is quick: ECC, BMAD-METHOD, and UI UX Pro Max all come with installation prompts and tested results.
Writing your own validation and engineering habits into Skills: pstack lets AI self-validate, and Matt's Skills break work down into small, composable units.
Official and large companies are also releasing Skills: Epic's Unreal Engine plugin, Cloudflare's six-stage security audit, and Goldman Sachs' gs-quant.
Xiaohongshu operations already have a complete set of Skills, covering topic selection, title diagnosis, copy generation, and image-text layout, plus a collection of account-growth materials.
GitTrend10-25ZHSeveral Design Skills for Fixing the AI Look on GitHub's Daily Ranking#1今天 GitHub 日榜：AI 审美觉醒日，设计 Skill 集体起义，专治"一眼 AI 味"！ 5 个星标暴增最狠的项目，专业拆解下！ 1. pbakaus/impeccable 让 AI 编程助手更懂设计的设计语言。SkillOriginal post10MLikes 1.1KXudong Han10-24ZHWhy Anthropic Recommends a Single Agent with Skills Over Multiple Subagents#2Anthropic 最近开始建议企业「少用点 Subagent」，甚至把一些专家 Agent 重新合并回主 Agent Loop。 他们在多个企业项目中发现，单 Agent + Skills 的效果经常比复杂的多 Agent 架构更好。SkillOriginal post441KLikes 2Kgovin.eth | G哥10-23ZHInstalling ECC's 311 Skills in Codex with a Single Prompt#3卧槽！！！Codex 这次是真的要起飞了！ 28.6 万 Star！71 个 Agent！311 个 Skills！ 兄弟们，赶紧给你们的 Codex 装上 ECC！【视频后段有实测数据】SkillImageOriginal post191KLikes 1.9K宝玉10-04ZHLetting AI Self-Validate and Writing It as the pstack Skill, Merging 2,500 PRs in One Month我记得半年前我说自己不怎么 Review PR 了，评论区很多人不认同，觉得这样不靠谱。现在再看，不 Review PR 的人越来越多。比如我刚看的这期播客，在 SpaceXAI 做 Grok Bot 的 Lauren Tan，SkillOriginal post172KLikes 713
宋宋10-25ZHAn Indie Game Art Pack of 94 Blender Skills, Covering Modeling Through Engine Export现在做独立游戏 代码已经不是门槛了 所以美术就变得尤其重要 这个github项目 包含了 94 个 Skill 覆盖建模、拓扑、UV、材质、灯光、SkillImageOriginal post159KLikes 3.2Kgovin.eth | G哥10-22ZHRegularly Uninstalling Unused Skills to Reduce Context Overhead听劝，一定要照做！Claude 执行效率提升 50%，token 消耗降低 20% 的秘诀，竟然是卸载不用的 SkillsSkillImageOriginal post105KLikes 43余温10-28ZHFive Commands and Their Usage in the Impeccable Design Skill神医啊，AI 味拉满改几下就成这样了？？？ Impeccable 这个 Skill 在 Github 91K star，刚好能解决这个问题：SkillImageOriginal post102KLikes 1.7K卡尔的AI沃茨10-05ZHFrom Finding Skills and Packaging Experience to Combining Them into Batch Workflows超爆肝！今天把在几个月前我在影视飓风内部分享的AI工作流全公开！ 00:15 找到适合你的SkillSkillImageOriginal post96KLikes 1.3K三个三10-25ZHInstalling Goldman Sachs' gs-quant Skill in Claude Code and Running Risk Metrics高盛给每个量化研究员开约 70 万美元年薪，靠的就是这个仓库！ 它叫 gs-quant，由高盛自己的量化团队开发和维护，已经 12.9k 星。 先搞懂它是怎么运作的：SkillImageOriginal post90KLikes 1.4Klifcc10-20ZHEpic's Official Unreal Engine Skill Plugin, Letting Claude Code Operate the Editor游戏开发的工作流真的要变天了。 Epic Games 官方刚刚在 GitHub 下场，悄悄开源了 unreal-engine-skills-for-claude-code-plugin，并且已经正式上架 Anthropic 官方插件市场。SkillImageOriginal post90KLikes 1.6K
泊舟10-29ZHA Breakdown of the Five Functional Dimensions of the Impeccable Design Skill这是我见过去AI味最直观的一个设计Skill。 这个Skill作者是jQuery UI的早期创建者，目前GitHub上面斩获92.8k star 包含5大功能维度: 1.风格引导：精准控制界面气质。SkillImageOriginal post84KLikes 1.3Klumxss10-04ZHffmpeg-skill Installs in One Line, Letting AI Review Footage Before Editing Video终于有人把 FFmpeg 直接接进 AI 编程助手了。 以前让 Agent 剪视频，参数经常靠猜，做完甚至不检查结果。这个 ffmpeg-skill 把流程补齐了。SkillOriginal post83KLikes 1.6K洛克船长10-20ZHCloudflare's Open-Source Six-Stage Codebase Security Audit Skill一夜之间，各个公司都突然开始把安全审计当成头等大事了。 Cloudflare 把自家内部用来“找漏洞”的那套 Skill 直接开源了。SkillOriginal post77KLikes 1.3KLinearUncle10-14ZHTasteSkill v2 Installs in One Command, Removing the AI Look from Web Pages接近 100k Stars 的开源网页设计 Skill——TasteSkill，正式发布 v2 了！SkillOriginal post70KLikes 897
Eian10-19ZHMaking a Sponsored Video with Opus 5.5 and the Lemo Opuscar Skill谁懂现在 AI 视频的商单需求有多恐怖？ 这条视频发了了20 小时，我已经收到3 个私信问报价，评论区也全是求教程求提示词的。 其实制作毫无难度😂人人都可以，完全靠 Opus 5.5 + 1 个开源 Skill 独立完成。SkillImageOriginal post68KLikes 806宝玉10-11ZHReverse-Engineering the Claude Slides Editor with the REA Skill and Rewriting Its Code用 REA 小试牛刀逆向了 Claude Slides 的 Slides 编辑器，几乎完整功能。（图1） 我的用法很简单，不一定是最佳实践，仅供参考： 1. 先去 Claude Slides 上把核心的脚本和样式表下载下来（图2）SkillImageOriginal post68KLikes 663Xudong Han10-25ZHThree Lightweight Skills That Doubled a Research Agent's Experiment ResultsClaude Opus 做科研时，会把一个几乎人人都在用的调参技巧，当成「创意突破」。 Anthropic 这篇新论文里讲的这个细节很能说明今天的 Research Agent，实验做得越来越好，但还分不清什么才算真正的新想法。SkillImageOriginal post62KLikes 842
oil-oil10-03ZHThe Oil UI Skill, Which Helps Models with Average Design Skills Build Good Interfaces这里我在不断的测试和优化 Oil UI github.com/oil-oil/oil-uiSkillImageOriginal post61KLikes 475
雪踏乌云10-26ZHThe Three Skills I Kept After Testing More Than Twenty Code-Based Video Skills试了二十多款用代码做视频的skills，最终筛选出来这三个，除了能做宣传片，也能直接去视频平台起号了SkillImageOriginal post59KLikes 1.1Kgovin.eth | G哥10-13ZHA Collection of Ten Open-Source Projects, Including a 100K-Star Agent Skills LibraryWTF，受不了了！挖到金矿了！！！！ GitHub 上这 10 个开源项目，简直是把一整家 AI 公司免费送给你了！ AI 程序员、产品经理、设计师、销售、客服，甚至tm连 AI 的记忆、工作流、自动化系统都给你准备好了SkillImageOriginal post59KLikes 500宋宋10-21ZH74 Game Development Skills Covering Engines Such as Godot and Unity又找到一个做游戏的开源项目 这个开源项目提供了 74 个游戏开发 Skills，角色移动、关卡设计、存档、打击感都有SkillImageOriginal post58KLikes 1.3K岚叔10-06ZHUsing a Skill to Generate Animated Explainer Videos in Nine Styles, Plus the Workflow🚨重磅：我们2000+ Star的开源项目迎来了重大更新：经过多轮迭代，我们用Opus 5.5 新增了9种讲解视频风格，不求多，只求做到极致，经过多次迭代后，今天开源分享给大家，效果可以见视频，感觉任何一周都可以拿去起号了SkillImageOriginal post57KLikes 907
刘老板10-07ZHA Hand-Drawn-Style Skill Netizens Used to Grow Accounts, with One Post Reaching 1.5M ViewsWOW！！真有人用我的 Skill 起号啊！ 最高一条 150w 播放啊！已经 1600 粉丝了呀！这太酷了！！SkillImageOriginal post57KLikes 713govin.eth | G哥10-24ZHPrompts and Results for Installing a UI Design Skill in CodexCodex 终于有自己的 UI/UX 设计外挂了 192 条行业设计规则！79 种 UI 风格！192 套配色方案！ 这玩意儿简直是给 Codex 免费配了一位专业 UI/UX 设计师！【视频后部分有实际效果展示】SkillImageOriginal post54KLikes 563govin.eth | G哥10-17ZHFive Ways to Save Tokens in Codex, Including Skills and AGENTS.md Configuration我把 Codex 提高效率、节省 Token 的方法全整理出来了！ 这 5 条内容，最高一条播放量 55.3 万 从 AGENTS.md 优化、Skills 配置，到 Obsidian 永久记忆、子 Agent 分工，每一条都是你需要的技巧SkillOriginal post50KLikes 108govin.eth | G哥10-25ZHHow to Install the BMAD-METHOD Agile Development Workflow in Codex卧槽！！！Codex 这次不只是会写代码了，连产品经理、架构师、开发、测试的工作流都给你安排上了！ 兄弟们，赶紧给你们的 Codex 装上 BMAD-METHOD！SkillImageOriginal post45KLikes 262
向阳乔木10-15ZHThe anatomy Skill, Which Generates Science Explainer Videos from a Single Sentenceanatomy 果然是最顶的科普视频生成 Skill！ 用它一句话生成的视频，除了 TTS 用的豆包。SkillImageOriginal post44KLikes 464Viking10-26ZHWhy Subscribe Only to pstack and Matt's Skills and Learn Methods from Them我现在最关注的 skills 就是 pstack 和 mattpocock skills，我甚至会订阅它们去看它们又更新了什么，SkillOriginal post42KLikes 463烁皓10-26ZHAn AI Short Drama Production Skill Collection, Covering Character Breakdown to Storyboard Splitting兄弟们，开源得做啊！ 刚才 shuohao-skills 收到一笔4位数的赞助！ https://t.co/OS3Ft9nV7CSkillOriginal post41KLikes 731宝玉10-28ZHAfter Opus 5.5, Most Video Editing Skills Are No Longer NeededOpus 5.5 发布之后，AI Agent 剪辑视频已经能替代初级剪辑师了。差不多就相当于 Claude Code 刚发布的时候一样，模型真的能自主完成复杂编程任务了，但这才刚开始，想想 Claude Code 发布才多久。SkillImageOriginal post41KLikes 410govin.eth | G哥10-01ZHEleven GitHub Projects with Skills, Ranked by Freelance Gig Value真牛逼，这 11 个 GitHub 项目，接单赚钱和省成本的都齐了 做页面、剪视频、跑 SEO，前几个有明确的接单方向；后几个补开发、检索和记忆，重点是少返工、少烧 token 我把容易拿去赚钱的放前面SkillImageOriginal post40KLikes 316
Fred-New10-05ZHResearch Skills Organized by Six Categories, with Each One's Positioning科研人别再瞎装 Skill 了！！！GitHub 上一堆科研 Skill，别看一个装一个。 今天我用六大分类，给你选出最实用的那几个，并且这些 Skill 我都整理好了，还专门整理了一份使用文档。有需要的话，我分享给你：SkillOriginal post39KLikes 584
杀破狼 WolfyXBT10-08ZHA Skill That Lets Codex Call Grok Build to Look Up X Information在币圈，我们经常需要用 𝕏 的信息来投研 但是 Codex/Claude Code 一般没办法直接访问 𝕏 上面的信息，有几个解决方案，第一就是可以花钱买 𝕏 的 API，或者通过任何第三方 API，但是 𝕏 的 API 不便宜，配置起来也比较麻烦。SkillImageOriginal post39KLikes 309A collection of Grok Bot practical tips shared by Chinese-speaking users in October 2026: how to assign tasks, how to save quota, and how to work with Claude Code and Codex. Suited for people who just got Grok Bot and don't know where to start.
A collection of hands-on Claude Code tips from the Chinese-language community in October 2026: settings that save quota, sub-agent division of labor, code review workflows, and how to use Skills, plugins, and Mods. Suited to people who want to use it more reliably and economically.
A roundup of hands-on Codex content from the Chinese-speaking community in Oct 2026: how to spend less quota, how to configure Skills and MCP, how to pair it with other Agents, and several official updates from this month. Suitable for subscribers who want to get more value out of their plan.