# SkillFlux 完整目录

AI Agent 功能黄页：想给你的 Agent 增加什么能力？一站式检索全网 Agent Skills、MCP 工具、插件与开源生态。按需选型、透明验证，即插即用。

Generated: 2026-10-02T01:41:54.880Z
Schema Version: 2026-06-24

## 标签
- Agent Skills: 44
- 合集: 36
- 开源: 15
- GitHub: 15
- 中文: 14
- 官方: 2
- 移动开发: 2
- MCP: 2
- Qoder: 2
- 阿里云: 1
- 安全: 1
- 框架: 1
- 视频: 1
- 推荐: 1
- 写作: 1
- LobeHub: 1
- MCPMarket: 1
- ModelScope: 1
- skills.sh: 1

## 完整资源

### [推荐] 魔搭 ModelScope Skills
URL: https://modelscope.cn/skills
SkillFlux: https://skillflux.app/resource/modelscope-skills/
English: https://skillflux.app/en/resource/modelscope-skills/
Type: skill 合集
Kinds: skill
Scale: 推荐合集
Language: zh
Tags: Agent Skills, 推荐, 合集, ModelScope, 中文
Tagline: 中文 Agent Skills 发现
Summary: 魔搭 ModelScope Skills 把 ModelScope 社区的 Agent Skills 汇集到按用途浏览的中文入口。它适合先了解可复用能力的分布，再进入具体条目阅读来源说明；页面涵盖不同 agent 相关资源，实际使用条件仍需逐项确认。
Details: 魔搭 ModelScope Skills 把 ModelScope 社区的 Agent Skills 汇集到按用途浏览的中文入口。它适合先了解可复用能力的分布，再进入具体条目阅读来源说明；页面涵盖不同 agent 相关资源，实际使用条件仍需逐项确认。
AI Summary: 建议先用一个真实任务筛出两三个条目，记录原始仓库与依赖，再与 Anthropic 的原始示例对照。魔搭解决的是查找入口问题，选中条目后仍要阅读其安装和权限要求。
English summary: ModelScope Skills brings the ModelScope community’s Agent Skills together in a Chinese-language entry point organized by purpose. It helps readers survey reusable capabilities before opening individual source instructions. Its listings cover resources associated with different agents; the requirements of each item still need to be checked.
Best for: New users who want a Chinese-language overview of the skill ecosystem.; Developers comparing a vendor collection with original repositories for a specific task.
Use cases: discover-skills
SkillFlux note: Start with a real task, shortlist two or three entries, and record their original repositories and dependencies. Compare their structure with Anthropic’s source examples. ModelScope provides a discovery entry point; installation and permission requirements belong to each selected item.
Limitations: Collection categories do not establish identical agent or runtime support across entries.; For skills using external services, check account, credential and service costs at the source.
Alternatives: skills-aliyun-com-skills-orderby-install, github-com-anthropics-skills
Updated: 2026-09-29

### 阿里云 Skills
URL: https://skills.aliyun.com/skills?orderBy=install
SkillFlux: https://skillflux.app/resource/aliyun-skills/
English: https://skillflux.app/en/resource/aliyun-skills/
Type: skill 合集
Kinds: skill
Scale: 合集(阿里云)
Language: zh
Tags: Agent Skills, 合集, 阿里云, 中文
Tagline: 阿里云 Skill 合集
Summary: 阿里云 Skills 是阿里云的 Agent Skills 合集入口，收录链接使用按安装量排序的视图。它适合从云厂商生态出发寻找能力，同时将条目的用途、依赖和服务关联放在一起比较。
Details: 阿里云 Skills 是阿里云的 Agent Skills 合集入口，收录链接使用按安装量排序的视图。它适合从云厂商生态出发寻找能力，同时将条目的用途、依赖和服务关联放在一起比较。
AI Summary: 把排序当作候选发现线索，再检查前几个结果是否解决同一个问题。若条目连接云服务，应将服务开通、权限范围和费用一起纳入选择，而不是仅凭排名采用。
English summary: Alibaba Cloud Skills is an Agent Skills collection from Alibaba Cloud. The listed entry point uses an installation-based ordering view. It is useful for discovering capabilities in a cloud-vendor context and comparing an item’s purpose, dependencies and associated services.
Best for: Teams already working in the Alibaba Cloud ecosystem.; Users comparing adoption signals with original skill documentation.
Use cases: discover-skills
SkillFlux note: Treat ordering as a discovery signal, then check whether the top candidates solve the same problem. If an entry connects to a cloud service, include service activation, permission scope and costs in the comparison before adopting it.
Limitations: Installation counts cannot replace validation against your project.; The catalog’s mixed-pricing label does not establish current costs for an individual item or cloud service.
Alternatives: modelscope-cn-skills, skillhub-cn-dashboard
Updated: 2026-09-29

### 腾讯云 SkillHub
URL: https://skillhub.cn/dashboard
SkillFlux: https://skillflux.app/resource/tencent-skillhub/
English: https://skillflux.app/en/resource/tencent-skillhub/
Type: skill 合集
Kinds: skill
Scale: 合集(腾讯云)
Language: zh
Tags: Agent Skills, 合集, 中文
Tagline: 腾讯云 Skill 发现
Summary: 腾讯云 SkillHub 以 dashboard 形式呈现 Agent Skills，面向偏好中文界面的用户。它是从腾讯云生态查找可复用能力的入口，也可与其他厂商合集并列，比较具体任务是否有对应资源。
Details: 腾讯云 SkillHub 以 dashboard 形式呈现 Agent Skills，面向偏好中文界面的用户。它是从腾讯云生态查找可复用能力的入口，也可与其他厂商合集并列，比较具体任务是否有对应资源。
AI Summary: 先确认 dashboard 中的条目指向哪一个原始项目，再看它依赖的服务是否与你现有工作环境一致。厂商入口有助于定位来源，但不应据此推定每项内容都已适配你的项目。
English summary: Tencent Cloud SkillHub presents Agent Skills through a dashboard aimed at readers who prefer Chinese. It provides a starting point within the Tencent Cloud ecosystem and can be compared with other vendor collections to find resources for a concrete task.
Best for: Teams using Tencent Cloud and looking for nearby skill resources.; Users comparing Chinese vendor entry points against the same task.
Use cases: discover-skills
SkillFlux note: Follow a dashboard entry to its original project and check whether its service dependencies match your environment. A vendor entry point helps identify the source; it does not by itself establish suitability for your project.
Limitations: A Chinese interface does not establish the language of every entry, dependency document or output.; The catalog does not provide execution results for each skill; inspect the source instructions before connecting it.
Alternatives: skills-aliyun-com-skills-orderby-install, modelscope-cn-skills
Updated: 2026-09-29

### agent-skills.md
URL: https://agent-skills.md/
SkillFlux: https://skillflux.app/resource/agent-skills-md/
English: https://skillflux.app/en/resource/agent-skills-md/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: Markdown 风格 Skill 目录
Summary: agent-skills.md 是面向英文读者的 Agent Skills 综合目录，用 Markdown 风格组织可复用能力。它适合快速扫读候选条目，建立名称与用途的初步对应，再沿链接深入查看单项资源。
Details: agent-skills.md 是面向英文读者的 Agent Skills 综合目录，用 Markdown 风格组织可复用能力。它适合快速扫读候选条目，建立名称与用途的初步对应，再沿链接深入查看单项资源。
AI Summary: 用它做第一轮清单整理：保留与你任务相关的条目名称与源链接，再到原始仓库核对内容。简洁列表能降低浏览成本，实际取舍仍取决于条目的指令、依赖和许可证。
English summary: agent-skills.md is an English-language Agent Skills directory that presents reusable capabilities in a Markdown-style format. It is suited to scanning candidates, building an initial map of names and purposes, and following links to inspect individual resources.
Best for: Developers who prefer text lists when scanning English-language skills.
Use cases: discover-skills
SkillFlux note: Use it to build an initial shortlist of relevant names and source links, then inspect the original repositories. A compact list reduces browsing effort; the final choice should follow the instructions, dependencies and license of each item.
Limitations: The directory provides discovery links, not one unified installation package or compatibility guarantee.
Alternatives: agentskill-sh, github-com-travisvn-awesome-claude-skills
Updated: 2026-09-29

### AgentSkill.sh
URL: https://agentskill.sh/
SkillFlux: https://skillflux.app/resource/agentskill-sh/
English: https://skillflux.app/en/resource/agentskill-sh/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 英文 Skill 聚合发现
Summary: AgentSkill.sh 是面向全球开发者的英文 Agent Skills 目录，把散落在不同来源的能力集中到同一个发现入口。它侧重查找与对照，适合与其他目录一起缩小候选范围。
Details: AgentSkill.sh 是面向全球开发者的英文 Agent Skills 目录，把散落在不同来源的能力集中到同一个发现入口。它侧重查找与对照，适合与其他目录一起缩小候选范围。
AI Summary: 比较不同目录时，优先看它们最终指向的仓库是否相同。同一个 Skill 被多个目录收录，不等于多个独立实现；记录原始地址可以避免重复评估。
English summary: AgentSkill.sh is an English-language Agent Skills directory for developers. It collects capabilities from separate sources into one discovery entry point. Its role is finding and comparing candidates, making it useful alongside other directories when narrowing a shortlist.
Best for: English-language users searching across sources and willing to verify the original projects.
Use cases: discover-skills
SkillFlux note: When comparing directories, check whether their entries lead to the same repository. Multiple listings of one skill are not separate implementations. Recording the original URL avoids spending time evaluating duplicate entries.
Limitations: The catalog record does not establish a unified hosting or installation mechanism; follow each item’s original instructions.
Alternatives: agent-skills-md, skillsdirectory-com
Updated: 2026-09-29

### AITmpl
URL: https://aitmpl.com/
SkillFlux: https://skillflux.app/resource/aitmpl/
English: https://skillflux.app/en/resource/aitmpl/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: Agent 模板与 Skill 发现
Summary: AITmpl 是英文 Agent Skills 集合入口，将模板和技能组织为便于浏览的列表。它适合从现成能力的组织方式入手寻找候选，再将具体条目与官方示例或原始仓库对照。
Details: AITmpl 是英文 Agent Skills 集合入口，将模板和技能组织为便于浏览的列表。它适合从现成能力的组织方式入手寻找候选，再将具体条目与官方示例或原始仓库对照。
AI Summary: 先区分条目是可直接引用的指令、项目模板，还是依赖脚本的能力。这些内容可能有不同的引入成本；选中后记录需要复制的文件与执行步骤，避免仅根据名称判断用途。
English summary: AITmpl is an English-language collection of Agent Skills and templates presented as a browsable list. It helps readers find candidates through existing capability patterns, then compare individual entries with official examples or original repositories.
Best for: Developers exploring templates and skills before choosing a workflow.
Use cases: discover-skills
SkillFlux note: First determine whether an entry contains reusable instructions, a project template or a capability backed by scripts. These forms can require different integration work. Record the files and steps needed before deciding from the name alone.
Limitations: Templates and skills in a collection should not be treated as interchangeable installation artifacts.
Alternatives: github-com-anthropics-skills, skills-sh
Updated: 2026-09-29

### Android Skills(官方)
URL: https://github.com/android/skills
SkillFlux: https://skillflux.app/resource/android-skills/
English: https://skillflux.app/en/resource/android-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub, 官方, 移动开发
Tagline: 原生 Android 开发
Summary: Android Skills 是 Android 开发者团队在 GitHub 发布的 Skill 仓库，聚焦原生 Android 开发场景。开发者可以直接阅读文件与说明，结合项目的 Android 技术栈判断适合参考或引入的内容。
Details: Android Skills 是 Android 开发者团队在 GitHub 发布的 Skill 仓库，聚焦原生 Android 开发场景。开发者可以直接阅读文件与说明，结合项目的 Android 技术栈判断适合参考或引入的内容。
AI Summary: 先对照项目使用的语言、构建工具和框架版本选择相关 Skill，再在模拟器或真机上验证结果。源团队的上下文有助于理解意图，最终判断仍应来自你的项目构建和实际交互。
English summary: Android Skills is a skill repository published by the Android developer team on GitHub, focused on native Android development. Developers can inspect its files and instructions directly and compare them with their project’s Android stack before adopting relevant content.
Best for: Native Android developers seeking a reference from the platform team.
Use cases: mobile, coding
SkillFlux note: Choose a relevant skill against your project’s language, build tools and framework versions, then validate results on an emulator or device. The source team’s context helps explain intent; your own build and interaction results determine suitability.
Limitations: A native Android focus does not establish support for Expo, React Native or other mobile stacks.; Read the selected entry for exact toolchain versions and permission requirements.
Alternatives: github-com-expo-skills, github-com-voltagent-awesome-agent-skills
Updated: 2026-09-29

### anthropics/skills
URL: https://github.com/anthropics/skills
SkillFlux: https://skillflux.app/resource/anthropic-skills/
English: https://skillflux.app/en/resource/anthropic-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: en
Tags: Agent Skills, 开源, GitHub
Tagline: Anthropic 官方 Skill 示例
Summary: anthropics/skills 是 Anthropic 在 GitHub 发布的 Skill 仓库，可以直接阅读各项能力的文件与实现。它适合作为理解 Skill 如何组织的第一手参考，也适合在引入社区内容前建立比较基准。
Details: anthropics/skills 是 Anthropic 在 GitHub 发布的 Skill 仓库，可以直接阅读各项能力的文件与实现。它适合作为理解 Skill 如何组织的第一手参考，也适合在引入社区内容前建立比较基准。
AI Summary: 从与你任务相关的一个目录开始，先读主指令，再看关联脚本和参考文件。将触发条件、输入输出与依赖记录下来，比一次复制整个仓库更容易判断一个示例是否适合自己的工作流。
English summary: anthropics/skills is Anthropic’s public skill repository on GitHub, where readers can inspect capability files and implementations directly. It provides a first-hand reference for how skills are organized and a useful baseline when evaluating community resources.
Best for: Developers learning skill structure and requirements from original files.; Teams seeking first-hand examples before writing or evaluating their own skills.
Use cases: coding, discover-skills
SkillFlux note: Start with one directory relevant to your task. Read its main instructions, then inspect linked scripts and reference files. Recording triggers, inputs, outputs and dependencies makes it easier to judge whether that example belongs in your workflow.
Limitations: An official source does not replace validation against your agent, project and permission configuration.; Read each item’s license and dependency notes rather than assuming identical conditions throughout the repository.
Alternatives: github-com-obra-superpowers, github-com-voltagent-awesome-agent-skills
Updated: 2026-09-29

### awesome-agent-skills (VoltAgent)
URL: https://github.com/VoltAgent/awesome-agent-skills
SkillFlux: https://skillflux.app/resource/voltagent-awesome-agent-skills/
English: https://skillflux.app/en/resource/voltagent-awesome-agent-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: en
Tags: Agent Skills, 开源, GitHub, 合集
Tagline: 跨 Agent Skill 策展
Summary: VoltAgent 的 awesome-agent-skills 将厂商团队与社区的 Skill 来源汇集到 GitHub 策展清单。它的视角不局限于一个 agent，适合比较来源类型，再回到具体项目核对宿主、安装方式和能力范围。
Details: VoltAgent 的 awesome-agent-skills 将厂商团队与社区的 Skill 来源汇集到 GitHub 策展清单。它的视角不局限于一个 agent，适合比较来源类型，再回到具体项目核对宿主、安装方式和能力范围。
AI Summary: 按任务挑选几条来源，记录各自声明的宿主要求，避免从合集的广泛覆盖推断每个 Skill 都能跨宿主使用。涉及移动开发时，优先回到 Android 或 Expo 等源仓库阅读技术栈要求。
English summary: VoltAgent’s awesome-agent-skills brings vendor-team and community skill sources together in a curated GitHub list. Its scope is broader than a single agent, making it useful for comparing source types before checking each project’s host requirements, installation method and capability scope.
Best for: Developers exploring multiple agent ecosystems and comparing vendor and community projects.
Use cases: discover-skills, mobile
SkillFlux note: Select a few sources by task and record their stated host requirements. Broad coverage by the list does not establish cross-host use for every skill. For mobile work, follow entries to original Android or Expo repositories and inspect their stack requirements.
Limitations: Skills from different sources can differ in format, dependencies and licenses; check each one.
Alternatives: github-com-composiohq-awesome-claude-skills, github-com-anthropics-skills
Updated: 2026-09-29

### awesome-claude-skills (Composio)
URL: https://github.com/ComposioHQ/awesome-claude-skills
SkillFlux: https://skillflux.app/resource/composio-awesome-claude-skills/
English: https://skillflux.app/en/resource/composio-awesome-claude-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: en
Tags: Agent Skills, 开源, GitHub, 合集
Tagline: Claude Skill 主题策展
Summary: Composio 维护的 awesome-claude-skills 是 GitHub 上的 Claude Skills 策展清单，将候选资源按主题组织。它适合系统浏览不同能力方向，再从清单中的链接进入真正提供实现的项目。
Details: Composio 维护的 awesome-claude-skills 是 GitHub 上的 Claude Skills 策展清单，将候选资源按主题组织。它适合系统浏览不同能力方向，再从清单中的链接进入真正提供实现的项目。
AI Summary: 把 awesome 清单作为索引来读，区分维护清单的人和维护具体 Skill 的人。选中条目后检查源项目文档，避免把清单的整体介绍当成每个链接都具备的能力或支持承诺。
English summary: Composio’s awesome-claude-skills is a curated Claude Skills list on GitHub that organizes candidate resources by topic. It is useful for surveying capability areas and then following links to the projects that provide the implementations.
Best for: Users surveying Claude skill areas before inspecting individual resources.; Teams building a shortlist for writing, media or development work.
Use cases: discover-skills, writing, video
SkillFlux note: Read the awesome list as an index and distinguish its curator from each skill’s maintainer. Once you choose an entry, inspect the source project. The list’s general description is not a capability or support commitment for every linked item.
Limitations: Inclusion does not establish identical execution testing or licensing across linked projects.
Alternatives: github-com-voltagent-awesome-agent-skills, github-com-travisvn-awesome-claude-skills
Updated: 2026-09-29

### bradautomates/claude-video
URL: https://github.com/bradautomates/claude-video
SkillFlux: https://skillflux.app/resource/claude-video/
English: https://skillflux.app/en/resource/claude-video/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub, 视频
Tagline: 视频理解与处理项目
Summary: bradautomates/claude-video 是围绕视频理解和处理的 Claude 相关开源项目。作为单一主题的仓库，它让开发者直接查看实现与依赖，适合在明确视频任务后评估可复用的部分。
Details: bradautomates/claude-video 是围绕视频理解和处理的 Claude 相关开源项目。作为单一主题的仓库，它让开发者直接查看实现与依赖，适合在明确视频任务后评估可复用的部分。
AI Summary: 先用一段短视频验证你的目标：需要的是内容理解还是后续媒体处理。将来源文档支持的输入格式、所需工具和实际输出逐项对照，再决定是否接入更长的素材流程。
English summary: bradautomates/claude-video is an open-source Claude-related project focused on understanding and processing video. As a repository with a specific media focus, it lets developers inspect implementation and dependencies directly when evaluating reusable parts for a defined video task.
Best for: Developers with a defined video input and output who can inspect code and dependencies.
Use cases: video
SkillFlux note: Test a short clip against your goal: understanding its content or carrying out further media processing. Compare supported input formats, required tools and actual outputs with the repository documentation before integrating longer assets.
Limitations: The catalog has not verified each supported format, duration limit or model requirement; check repository instructions and a sample run.
Alternatives: github-com-wlzh-skills, github-com-composiohq-awesome-claude-skills
Updated: 2026-09-29

### Claude Marketplaces
URL: https://claudemarketplaces.com/
SkillFlux: https://skillflux.app/resource/claude-marketplaces/
English: https://skillflux.app/en/resource/claude-marketplaces/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: en
Tags: Agent Skills, 合集
Tagline: Claude 生态市场发现
Summary: Claude Marketplaces 是面向 Claude 生态的英文能力市场入口，将可选 Skill 集中呈现。它适合在多个市场之间比较候选能力，并追溯具体条目的提供者与使用说明。
Details: Claude Marketplaces 是面向 Claude 生态的英文能力市场入口，将可选 Skill 集中呈现。它适合在多个市场之间比较候选能力，并追溯具体条目的提供者与使用说明。
AI Summary: 用具体任务词筛选条目，并记录提供者和最终来源，避免把市场名称当成能力维护者。若多个市场列出同一项目，比较安装说明和版本指向比重复收集链接更有用。
English summary: Claude Marketplaces is an English-language entry point for capabilities in the Claude ecosystem. It brings skill options together for browsing and comparison across marketplaces, with individual providers and instructions forming the basis for adoption decisions.
Best for: Claude users comparing capabilities offered by several sources.
Use cases: discover-skills
SkillFlux note: Search with a concrete task and record the provider and final source. The marketplace name is not necessarily the capability’s maintainer. When markets list the same project, compare instructions and version references rather than collecting duplicate links.
Limitations: A marketplace entry point does not establish a shared license, support model or installation path for every item.
Alternatives: claude-plugins-dev, skill0-io
Updated: 2026-09-29

### Claude Plugins
URL: https://claude-plugins.dev/
SkillFlux: https://skillflux.app/resource/claude-plugins/
English: https://skillflux.app/en/resource/claude-plugins/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: Claude 插件与能力发现
Summary: Claude Plugins 是英文的 Claude 插件与可复用能力集合入口。它将相关内容集中展示，适合围绕 Claude 工作流寻找现成候选，再根据各项目说明判断其包含哪些文件、指令或工具。
Details: Claude Plugins 是英文的 Claude 插件与可复用能力集合入口。它将相关内容集中展示，适合围绕 Claude 工作流寻找现成候选，再根据各项目说明判断其包含哪些文件、指令或工具。
AI Summary: 比较插件时先列出包内实际包含的内容，再看是否只需要其中一个 Skill。一个名称下可能组织多个组件，采用前应把安装方式与宿主要求一起阅读。
English summary: Claude Plugins is an English-language collection of Claude plugins and reusable capabilities. It is useful for finding candidates around a Claude workflow, then consulting each project to understand the files, instructions or tools it includes.
Best for: Users looking for Claude workflow extensions through plugin collections.
Use cases: discover-skills
SkillFlux note: When comparing plugins, list the components they actually contain and decide whether you only need an individual skill. Read installation instructions alongside host requirements before adopting a package that groups several components.
Limitations: Plugins and individual skills can be different installation units; the collection does not establish one command for all content.
Alternatives: claudemarketplaces-com, github-com-travisvn-awesome-claude-skills
Updated: 2026-09-29

### Claude Skills Market
URL: https://www.claudeskillsmarket.com/
SkillFlux: https://skillflux.app/resource/claude-skills-market/
English: https://skillflux.app/en/resource/claude-skills-market/
Type: skill 合集
Kinds: skill
Scale: 合集(企业)
Language: en
Tags: Agent Skills, 合集
Tagline: 商业 Skill 选型
Summary: Claude Skills Market 是偏企业场景的英文 Skill 市场，目录资料将其内容标记为免费与付费并存。它适合有商业采购需求的团队先建立候选清单，再逐项核对授权、交付内容和服务条件。
Details: Claude Skills Market 是偏企业场景的英文 Skill 市场，目录资料将其内容标记为免费与付费并存。它适合有商业采购需求的团队先建立候选清单，再逐项核对授权、交付内容和服务条件。
AI Summary: 采购前把需求写成可验收的任务，并对候选内容索取明确的交付和授权说明。商业定位本身不能说明支持范围，免费条目也应按同样的输入输出标准比较。
English summary: Claude Skills Market is an English-language skill marketplace oriented toward business use. Its catalog record describes a mix of free and paid content. Teams considering commercial procurement can use it to build a shortlist before checking licenses, deliverables and service terms item by item.
Best for: Teams with a budget comparing paid capabilities with free sources.
Use cases: discover-skills
SkillFlux note: Write a testable task before procurement and establish the deliverables and license of each candidate. Commercial positioning alone does not define support scope. Compare free entries using the same expected inputs and outputs.
Limitations: The catalog does not confirm current item pricing, enterprise support commitments or refund terms; consult the provider’s terms.
Alternatives: atcyrus-com-skills, github-com-anthropics-skills
Updated: 2026-09-29

### ClawHub
URL: https://clawhub.ai/
SkillFlux: https://skillflux.app/resource/clawhub/
English: https://skillflux.app/en/resource/clawhub/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: Agent Skill 集合发现
Summary: ClawHub 是 SkillFlux 收录的英文 Agent Skills 集合入口，将 agent 能力聚合起来供用户查找。本站将其作为需要继续核查的新来源，适合在已有明确需求时补充候选。
Details: ClawHub 是 SkillFlux 收录的英文 Agent Skills 集合入口，将 agent 能力聚合起来供用户查找。本站将其作为需要继续核查的新来源，适合在已有明确需求时补充候选。
AI Summary: 在条目页面先确认作者、原始仓库与安装说明能否相互对应，再选择一个范围小的任务试用。把核查结果留在自己的选型记录里，比依据站点的新旧或展示热度作判断更可靠。
English summary: ClawHub is an English-language Agent Skills collection listed by SkillFlux. It aggregates capabilities for discovery. In this catalog it is treated as a source requiring further checking, useful for adding candidates when you already have a specific need.
Best for: Users willing to inspect original projects while exploring an additional source.
Use cases: discover-skills
SkillFlux note: First check that the author, original repository and installation instructions correspond to the same project. Try a narrowly scoped task and keep your findings in your own evaluation notes instead of relying on the site’s age or prominence.
Limitations: Existing catalog information does not establish each entry’s maintenance cadence, review process or host support.
Alternatives: skillsmp-com, github-com-anthropics-skills
Updated: 2026-09-29

### Hermes Agent Skills
URL: https://hermes-agent.nousresearch.com/docs/zh-Hans/skills/
SkillFlux: https://skillflux.app/resource/hermes-agent-skills/
English: https://skillflux.app/en/resource/hermes-agent-skills/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: zh
Tags: Agent Skills, 合集, 中文
Tagline: Hermes Agent Skill 文档
Summary: Hermes Agent Skills 是 Nous Research 的 Hermes Agent 官方文档中的 Skill 部分，收录入口提供简体中文内容。它适合正在使用或评估 Hermes 的用户，围绕该宿主了解技能的组织和使用方式。
Details: Hermes Agent Skills 是 Nous Research 的 Hermes Agent 官方文档中的 Skill 部分，收录入口提供简体中文内容。它适合正在使用或评估 Hermes 的用户，围绕该宿主了解技能的组织和使用方式。
AI Summary: 先确认阅读的文档与当前 Hermes 环境对应，再按文档中的一个示例完成最小验证。它的价值在于宿主上下文清楚；跨宿主复用时，应重新检查文件组织与调用方式。
English summary: Hermes Agent Skills is the skills section of the official Hermes Agent documentation from Nous Research. The listed entry point provides Simplified Chinese content. It serves users who are using or evaluating Hermes and want to understand skills in that host’s context.
Best for: Users working with or evaluating Hermes Agent who need Chinese documentation.
Use cases: discover-skills
SkillFlux note: Check that the documentation corresponds to your Hermes environment, then validate one documented example. Its value is the explicit host context. Reusing content in another host requires checking file organization and invocation again.
Limitations: Hermes documentation does not establish that a skill runs unchanged in Claude, Codex or other hosts.
Alternatives: github-com-anthropics-skills, qoder-com-zh-marketplace
Updated: 2026-09-29

### LLM Skills
URL: https://llmskills.org/
SkillFlux: https://skillflux.app/resource/llm-skills/
English: https://skillflux.app/en/resource/llm-skills/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: LLM 能力主题目录
Summary: LLM Skills 是英文 Agent Skills 集合入口，以大模型 agent 的可复用能力为主题汇总条目。它适合按能力方向浏览，为具体任务找到进一步阅读的项目与资料。
Details: LLM Skills 是英文 Agent Skills 集合入口，以大模型 agent 的可复用能力为主题汇总条目。它适合按能力方向浏览，为具体任务找到进一步阅读的项目与资料。
AI Summary: 先明确自己缺的是操作步骤、领域知识还是外部工具连接，再阅读条目具体包含什么。LLM 主题覆盖很宽，使用清晰的输入输出约束可以让目录浏览更有针对性。
English summary: LLM Skills is an English-language Agent Skills collection organized around reusable capabilities for LLM-based agents. It offers a way to browse capability areas and identify projects or material for closer reading against a specific task.
Best for: Users searching for reusable capabilities by LLM-agent task.
Use cases: discover-skills
SkillFlux note: Decide whether you need procedural instructions, domain knowledge or an external tool connection before inspecting an entry. LLM-related tasks are broad; defining expected inputs and outputs makes browsing this collection more focused.
Limitations: A topic category does not establish supported models, context lengths or tool interfaces.
Alternatives: skillsllm-com, mcpservers-org
Updated: 2026-09-29

### MCPMarket Skills Leaderboard
URL: https://mcpmarket.com/zh/tools/skills/leaderboard
SkillFlux: https://skillflux.app/resource/mcpmarket-skills-leaderboard/
English: https://skillflux.app/en/resource/mcpmarket-skills-leaderboard/
Type: skill 合集
Kinds: skill, mcp
Scale: 合集
Language: zh
Tags: Agent Skills, 合集, MCPMarket, MCP, 中文
Tagline: 中文 Skill 榜单发现
Summary: MCPMarket Skills Leaderboard 是 MCPMarket 的中文 Skill 排行榜入口，将能力按榜单信号组织。它为同时关注 Skill 与 MCP 生态的用户提供发现线索，适合进一步追溯具体条目的来源和作用。
Details: MCPMarket Skills Leaderboard 是 MCPMarket 的中文 Skill 排行榜入口，将能力按榜单信号组织。它为同时关注 Skill 与 MCP 生态的用户提供发现线索，适合进一步追溯具体条目的来源和作用。
AI Summary: 先阅读榜单指标的定义，再把候选分成 Skill 与 MCP 服务器两类。排名只能帮助安排查看顺序；真正采用时，要对照任务、宿主要求与原始项目说明。
English summary: MCPMarket Skills Leaderboard is MCPMarket’s Chinese-language skill leaderboard. It organizes capabilities through ranking signals and provides discovery leads for readers interested in both skills and the MCP ecosystem, followed by closer inspection of each item’s source and purpose.
Best for: Chinese-language users using rankings to discover candidates before checking them.; Users distinguishing skill instructions from MCP tool connections.
Use cases: discover-skills, mcp
SkillFlux note: Read the ranking metric’s definition, then distinguish skills from MCP servers among your candidates. Rankings can prioritize what to inspect. Adoption should follow your task, host requirements and the original project documentation.
Limitations: Rankings and adoption signals change; this page does not maintain live positions or promise outcomes from them.; Not every entry in a skill leaderboard is an MCP server that can be connected directly.
Alternatives: mcpservers-org, cc-jiekou-ai-skills
Updated: 2026-09-29

### op7418/Humanizer-zh
URL: https://github.com/op7418/Humanizer-zh
SkillFlux: https://skillflux.app/resource/humanizer-zh/
English: https://skillflux.app/en/resource/humanizer-zh/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub, 写作
Tagline: 中文表达润色
Summary: op7418/Humanizer-zh 是面向中文写作的开源 Skill，聚焦调整 AI 生成文本中的生硬表达，使行文更自然。仓库内容可以直接阅读，适合先了解编辑规则，再用自己的原稿评估修改效果。
Details: op7418/Humanizer-zh 是面向中文写作的开源 Skill，聚焦调整 AI 生成文本中的生硬表达，使行文更自然。仓库内容可以直接阅读，适合先了解编辑规则，再用自己的原稿评估修改效果。
AI Summary: 先标出不可改动的事实、数字和引用，再选择一两段试改。评估重点应是读者能否更容易理解以及语气是否符合作者，而非笼统追求某种检测结果。
English summary: op7418/Humanizer-zh is an open-source skill for Chinese writing. It focuses on revising awkward patterns in AI-generated prose to make the wording more natural. Readers can inspect the editing instructions and evaluate the changes on their own drafts.
Best for: Writers with an existing Chinese draft who want to refine tone and wording.; Editors comparing factual content and style before and after revision.
Use cases: writing
SkillFlux note: Mark facts, numbers and quotations that must stay unchanged, then try one or two paragraphs. Judge whether readers understand the text more easily and whether it retains the author’s voice, rather than pursuing a detector score.
Limitations: Prose editing does not perform fact-checking; review evidence, figures and quotations afterward.; More natural wording is not a guarantee of any AI-detection outcome.
Alternatives: github-com-laolaoshiren-claude-code-skills-zh, github-com-varunr89-resume-tailoring-skill
Updated: 2026-09-29

### OthmanAdi/planning-with-files
URL: https://github.com/OthmanAdi/planning-with-files
SkillFlux: https://skillflux.app/resource/planning-with-files/
English: https://skillflux.app/en/resource/planning-with-files/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub
Tagline: 文件化任务规划
Summary: OthmanAdi/planning-with-files 是用文件组织 agent 任务规划的开源 Skill 项目。它围绕长任务中目标、进度和上下文的保存提供可参考的做法，适合希望让多步骤工作更容易检查和接续的开发者。
Details: OthmanAdi/planning-with-files 是用文件组织 agent 任务规划的开源 Skill 项目。它围绕长任务中目标、进度和上下文的保存提供可参考的做法，适合希望让多步骤工作更容易检查和接续的开发者。
AI Summary: 试用时给一个真实任务写下目标、验收条件和当前状态，再在恢复任务时检查这些记录是否足以指导下一步。文件只有在随实际结果更新时才有价值，不能把已写计划当成已完成工作。
English summary: OthmanAdi/planning-with-files is an open-source skill project for organizing agent task planning in files. It offers practices for preserving goals, progress and context during longer tasks, making it relevant to developers who want multi-step work to be easier to inspect and resume.
Best for: Developers continuing work across multiple steps or sessions.; Teams that want task state recorded in project files.
Use cases: planning, coding
SkillFlux note: Try a real task with its goal, acceptance criteria and current state recorded, then check whether those files guide the next step when resuming. The records are useful only when updated from actual outcomes; a written plan is not completed work.
Limitations: File records depend on the agent reading and maintaining them correctly; they do not automatically eliminate omissions or context errors.
Alternatives: github-com-obra-superpowers, github-com-xu-xiang-everything-claude-code-zh
Updated: 2026-09-29

### Qoder Marketplace
URL: https://qoder.com/zh/marketplace
SkillFlux: https://skillflux.app/resource/qoder-marketplace/
English: https://skillflux.app/en/resource/qoder-marketplace/
Type: skill 合集
Kinds: skill
Scale: 合集(qoder)
Language: zh
Tags: Agent Skills, 合集, Qoder, 中文
Tagline: Qoder 生态 Skill 市场
Summary: Qoder Marketplace 是 Qoder 的中文官方市场入口，收录面向其生态的 Agent Skills。本站资料将其标记为免费和付费内容并存，适合 Qoder 使用者沿着宿主自己的入口检查配套能力。
Details: Qoder Marketplace 是 Qoder 的中文官方市场入口，收录面向其生态的 Agent Skills。本站资料将其标记为免费和付费内容并存，适合 Qoder 使用者沿着宿主自己的入口检查配套能力。
AI Summary: 先从你的 Qoder 工作流确定需要扩展的步骤，再检查条目的接入方法和使用条件。与社区聚合入口比较时，注意区分平台市场中的条目和从外部来源收集的链接。
English summary: Qoder Marketplace is Qoder’s official Chinese-language marketplace for Agent Skills in its ecosystem. The catalog records a mix of free and paid content. It is a relevant starting point for Qoder users checking capabilities through their host’s own entry point.
Best for: Chinese-language Qoder users looking for capabilities in that ecosystem.
Use cases: discover-skills, coding
SkillFlux note: Identify the step you want to extend in your Qoder workflow, then check the entry’s integration method and requirements. When comparing the official marketplace with a community collection, distinguish marketplace items from links gathered from external sources.
Limitations: Inclusion in the official marketplace does not establish direct use in other agents.; Check the source for current item costs and platform-plan requirements.
Alternatives: qoder-community-pages-dev-zh-skills, modelscope-cn-skills
Updated: 2026-09-29

### SkillHub Club
URL: https://www.skillhub.club/
SkillFlux: https://skillflux.app/resource/skillhub-club/
English: https://skillflux.app/en/resource/skillhub-club/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 英文跨来源 Skill 发现
Summary: SkillHub Club 是英文 Agent Skills 综合目录，将不同来源的能力汇集到便于浏览的入口。它适合先做候选发现，再与厂商合集或原始仓库对照；它与腾讯云 SkillHub 是不同的收录对象。
Details: SkillHub Club 是英文 Agent Skills 综合目录，将不同来源的能力汇集到便于浏览的入口。它适合先做候选发现，再与厂商合集或原始仓库对照；它与腾讯云 SkillHub 是不同的收录对象。
AI Summary: 名称相近的站点容易混淆，记录候选时保留 skillhub.club 的域名和具体原始链接。再按同一任务比较条目，避免把目录站与厂商提供的能力混为一谈。
English summary: SkillHub Club is an English-language Agent Skills directory that brings capabilities from different sources into a browsable entry point. It is useful for initial discovery before comparison with vendor collections or original repositories. It is a separate catalog entry from Tencent Cloud SkillHub.
Best for: Users browsing across sources who are comfortable with English documentation.
Use cases: discover-skills
SkillFlux note: Keep the skillhub.club domain and original item links in your notes because similarly named sites can be confusing. Compare entries against the same task without conflating a directory with capabilities supplied by a vendor.
Limitations: The name alone does not establish affiliation, support or shared quality standards with other SkillHub brands.
Alternatives: skillhub-cn-dashboard, skillsdirectory-com
Updated: 2026-09-29

### Skills Directory
URL: https://www.skillsdirectory.com/
SkillFlux: https://skillflux.app/resource/skills-directory/
English: https://skillflux.app/en/resource/skills-directory/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 英文 Agent Skills 目录
Summary: Skills Directory 以英文目录形式集中列出 Agent Skills，适合在尚未选定具体项目时浏览能力范围。选中条目后，可以沿其来源继续检查功能边界、文件内容与使用方法。
Details: Skills Directory 以英文目录形式集中列出 Agent Skills，适合在尚未选定具体项目时浏览能力范围。选中条目后，可以沿其来源继续检查功能边界、文件内容与使用方法。
AI Summary: 把目录浏览限制在一个任务上，为每个候选记下“解决哪一步”和原始项目地址。这样更容易识别重复收录，也能看清哪些资源只是名称相近而用途不同。
English summary: Skills Directory lists Agent Skills in an English-language directory format. It helps readers explore available capabilities before selecting a particular project. Once an entry looks relevant, its source provides the next step for checking scope, files and usage instructions.
Best for: English-language users surveying options before inspecting individual projects.
Use cases: discover-skills
SkillFlux note: Browse around one task and record which step each candidate addresses alongside its original project URL. This makes duplicate listings easier to recognize and distinguishes resources with similar names but different purposes.
Limitations: Directory coverage and displayed descriptions do not replace checking a concrete version in your environment.
Alternatives: agent-skills-md, skills-homes-zh-cn-categories
Updated: 2026-09-29

### Skills Homes
URL: https://skills.homes/zh-CN/categories
SkillFlux: https://skillflux.app/resource/skills-homes/
English: https://skillflux.app/en/resource/skills-homes/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: zh
Tags: Agent Skills, 合集, 中文
Tagline: 中文分类 Skill 目录
Summary: Skills Homes 提供简体中文的 Agent Skills 分类入口，将能力按类目组织。它适合知道大致任务类别、但尚未确定项目名称的用户，通过中文分类逐步缩小范围。
Details: Skills Homes 提供简体中文的 Agent Skills 分类入口，将能力按类目组织。它适合知道大致任务类别、但尚未确定项目名称的用户，通过中文分类逐步缩小范围。
AI Summary: 先选与你实际工作对应的类目，再检查候选条目的原始说明是否支持所需输入输出。分类名称适合导航，遇到跨类别任务时，也应在相邻类目中寻找不同实现方式。
English summary: Skills Homes provides a Simplified Chinese category entry point for Agent Skills. It suits readers who know the broad type of task but have not selected a project, using Chinese-language categories to narrow the search.
Best for: Users who prefer Chinese interfaces and begin their search from a task category.
Use cases: discover-skills
SkillFlux note: Choose a category matching your work, then check the original entry for the inputs and outputs you need. Category names help navigation; tasks spanning several areas may require checking neighboring categories for different approaches.
Limitations: Chinese categories do not imply full Chinese documentation for every item or identical capabilities within a category.
Alternatives: skills-pub-zh, qoder-community-pages-dev-zh-skills
Updated: 2026-09-29

### Skills.pub
URL: https://skills.pub/zh
SkillFlux: https://skillflux.app/resource/skills-pub/
English: https://skillflux.app/en/resource/skills-pub/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: zh
Tags: Agent Skills, 合集, 中文
Tagline: 中文 Skill 合集浏览
Summary: Skills.pub 提供中文 Agent Skills 合集页面，将可复用能力集中呈现。它适合用中文快速浏览候选，并与其他目录或原始仓库对比，逐步明确适合自己任务的能力。
Details: Skills.pub 提供中文 Agent Skills 合集页面，将可复用能力集中呈现。它适合用中文快速浏览候选，并与其他目录或原始仓库对比，逐步明确适合自己任务的能力。
AI Summary: 发现感兴趣的条目后，记录它的原始名称与链接，便于在英文仓库中继续查找。中文介绍可以帮助理解方向，但安装文件、参数与依赖应以源项目为准。
English summary: Skills.pub offers a Chinese-language Agent Skills collection that brings reusable capabilities together. It is useful for scanning candidates in Chinese and comparing them with other directories or original repositories to identify a fit for a specific task.
Best for: Users who want a Chinese discovery page before inspecting original resources.
Use cases: discover-skills
SkillFlux note: Record an interesting entry’s original name and URL so you can continue researching it in an English-language repository if needed. Chinese descriptions help orient the search; installation files, parameters and dependencies should come from the source project.
Limitations: The Chinese collection and original project may use different names; confirm they refer to the same resource before installation.
Alternatives: skills-homes-zh-cn-categories, github-com-laolaoshiren-claude-code-skills-zh
Updated: 2026-09-29

### skills.sh
URL: https://skills.sh/
SkillFlux: https://skillflux.app/resource/skills-sh/
English: https://skillflux.app/en/resource/skills-sh/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: en
Tags: Agent Skills, 合集, skills.sh
Tagline: 开发者向 Skill 发现
Summary: skills.sh 是面向英文读者的 Agent Skills 集合入口，将 agent 能力集中展示，偏向开发者的查找和取用场景。它可以作为快速发现候选的起点，再按原始项目要求决定如何引入。
Details: skills.sh 是面向英文读者的 Agent Skills 集合入口，将 agent 能力集中展示，偏向开发者的查找和取用场景。它可以作为快速发现候选的起点，再按原始项目要求决定如何引入。
AI Summary: 从一个具体任务选择条目，先检查它的来源和安装说明，再决定是否需要整组能力。若使用命令行获取内容，保留来源和版本记录，方便后续复查与回滚。
English summary: skills.sh is an English-language Agent Skills collection that brings capabilities together for developer-oriented discovery and use. It provides a starting point for finding candidates quickly, followed by checking the original project requirements before integration.
Best for: Users who prefer developer-oriented entry points for finding candidate capabilities.
Use cases: discover-skills
SkillFlux note: Choose an entry for a specific task, inspect its source and installation instructions, then decide how much content you need. If you fetch it through a command line, retain source and version notes for later review and rollback.
Limitations: A shared directory entry point does not establish identical commands, host support or license terms for every item.
Alternatives: cc-jiekou-ai-skills, github-com-voltagent-awesome-agent-skills
Updated: 2026-09-29

### SkillsLLM
URL: https://skillsllm.com/
SkillFlux: https://skillflux.app/resource/skillsllm/
English: https://skillflux.app/en/resource/skillsllm/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 大模型 Agent Skill 汇总
Summary: SkillsLLM 是围绕大模型 agent 可复用能力的英文集合入口。它将相关 Skill 汇总展示，适合按任务查找候选，并在找到项目后进一步阅读其工作方式与依赖。
Details: SkillsLLM 是围绕大模型 agent 可复用能力的英文集合入口。它将相关 Skill 汇总展示，适合按任务查找候选，并在找到项目后进一步阅读其工作方式与依赖。
AI Summary: 检索时使用可验证的任务描述，例如需要整理什么输入、产出什么结果。不要仅凭 LLM 或 AI 标签选工具；打开源项目后检查它是如何实现这一任务的。
English summary: SkillsLLM is an English-language collection centered on reusable capabilities for LLM-based agents. It gathers skills for discovery by task, with closer inspection of a project’s workflow and dependencies needed after a candidate is found.
Best for: Users seeking existing instructions or capabilities for a concrete LLM-agent task.
Use cases: discover-skills
SkillFlux note: Search with a testable task description: what input needs processing and what output is expected. Do not select a tool solely from an LLM or AI label. Inspect the source project to see how it approaches that task.
Limitations: The catalog does not provide item-level model support, execution costs or results; inspect these at the source.
Alternatives: llmskills-org, agent-skills-md
Updated: 2026-09-29

### SkillsMP
URL: https://skillsmp.com/
SkillFlux: https://skillflux.app/resource/skillsmp/
English: https://skillflux.app/en/resource/skillsmp/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: en
Tags: Agent Skills, 合集
Tagline: 跨来源 Skill 比较
Summary: SkillsMP 是英文 Agent Skills 集合站，把能力条目集中列出，便于发现与比较。它适合在多个来源之间建立候选清单，再检查每个项目如何满足自己的任务要求。
Details: SkillsMP 是英文 Agent Skills 集合站，把能力条目集中列出，便于发现与比较。它适合在多个来源之间建立候选清单，再检查每个项目如何满足自己的任务要求。
AI Summary: 比较候选时使用同一组标准：原始来源、任务覆盖、依赖和采用成本。不要把同一项目在不同目录的重复出现视为独立推荐证据，保留最终仓库地址可以帮助去重。
English summary: SkillsMP is an English-language Agent Skills collection that lists capabilities for discovery and comparison. It can help build a shortlist across sources before evaluating how each underlying project meets a particular task’s requirements.
Best for: English-language users comparing several skill sources before choosing a project.
Use cases: discover-skills
SkillFlux note: Compare candidates using the same criteria: original source, task coverage, dependencies and integration effort. Repeated appearances of one project across directories are not independent recommendations. Keeping the final repository URL helps remove duplicates.
Limitations: Aggregated descriptions do not confirm the state or behavior of every version; inspect the original project before adoption.
Alternatives: skills-sh, github-com-composiohq-awesome-claude-skills
Updated: 2026-09-29

### Skywork SkillHub
URL: https://skywork.ai/skillhub/zh/
SkillFlux: https://skillflux.app/resource/skywork-skillhub/
English: https://skillflux.app/en/resource/skywork-skillhub/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: zh
Tags: Agent Skills, 合集, 中文
Tagline: Skywork 生态 Skill 中心
Summary: Skywork SkillHub 是 Skywork 提供的中文 Skill 中心，汇集面向其生态的 agent 能力。它适合正在使用或评估 Skywork 的用户，先在平台上下文中了解可选能力和对应资料。
Details: Skywork SkillHub 是 Skywork 提供的中文 Skill 中心，汇集面向其生态的 agent 能力。它适合正在使用或评估 Skywork 的用户，先在平台上下文中了解可选能力和对应资料。
AI Summary: 先从 Skywork 中想完成的任务出发，核对 Skill 的使用步骤是否依赖平台功能。若计划把内容带到其他宿主，应把这种迁移单独验证，而不是沿用平台内的使用假设。
English summary: Skywork SkillHub is Skywork’s Chinese-language skill hub for capabilities in its ecosystem. It is useful for people using or evaluating Skywork who want to review available capabilities and supporting material in that platform’s context.
Best for: Users working with or evaluating Skywork who need Chinese skill material.
Use cases: discover-skills
SkillFlux note: Begin with a task you want to perform in Skywork and check whether the skill’s steps depend on platform features. If you plan to use the content in another host, validate that migration separately instead of carrying over platform-specific assumptions.
Limitations: A platform skill hub does not establish that all content can be used independently of Skywork.
Alternatives: qoder-com-zh-marketplace, modelscope-cn-skills
Updated: 2026-09-29

### Superpowers (obra)
URL: https://github.com/obra/superpowers
SkillFlux: https://skillflux.app/resource/superpowers/
English: https://skillflux.app/en/resource/superpowers/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub, 框架
Tagline: 规划、调试与测试工作流
Summary: Superpowers 是 obra 的开源 agentic skills 框架与开发方法论，围绕规划、执行、调试和测试组织能力。它适合希望把多个开发步骤串成可检查流程的团队，也可以用于研究 Skill 的组合方式。
Details: Superpowers 是 obra 的开源 agentic skills 框架与开发方法论，围绕规划、执行、调试和测试组织能力。它适合希望把多个开发步骤串成可检查流程的团队，也可以用于研究 Skill 的组合方式。
AI Summary: 先选一个有现成测试的改动，观察规划到验证的每一步是否产生了可复查的结果。框架流程应服务于项目验收，遇到不适用的步骤应明确调整理由，不能用流程完成代替功能正确。
English summary: Superpowers is obra’s open-source agentic skills framework and development methodology. It organizes capabilities around planning, execution, debugging and testing. It is relevant to teams connecting several development steps into an inspectable process or studying how skills can be composed.
Best for: Teams bringing planning, debugging and testing into a shared development process.; Developers willing to read the framework’s rules and adapt them to a project.
Use cases: coding, planning, security
SkillFlux note: Start with a change covered by existing tests and inspect the output of each step from planning to verification. The process should serve the project’s acceptance criteria. Explain adjustments where a step does not fit; completing a process is not proof that the feature works.
Limitations: Framework rules may overlap with project conventions and need to be reconciled before adoption.; Testing and review instructions are not themselves test results or security conclusions.
Alternatives: github-com-othmanadi-planning-with-files, github-com-anthropics-skills
Updated: 2026-09-29

### Tessl Registry
URL: https://tessl.io/registry
SkillFlux: https://skillflux.app/resource/tessl-registry/
English: https://skillflux.app/en/resource/tessl-registry/
Type: skill 合集
Kinds: skill
Scale: 合集(tessl)
Language: en
Tags: Agent Skills, 合集
Tagline: Skill 注册表发现
Summary: Tessl Registry 是 Tessl 提供的英文 Skill 注册表，以市场形式集中呈现和分发 agent 能力。它适合希望从统一 registry 查找候选、或正在了解 Tessl 生态的开发者。
Details: Tessl Registry 是 Tessl 提供的英文 Skill 注册表，以市场形式集中呈现和分发 agent 能力。它适合希望从统一 registry 查找候选、或正在了解 Tessl 生态的开发者。
AI Summary: 先检查条目的发布者、版本说明和获取方法，再判断它与项目现有的依赖管理方式是否匹配。注册表带来的集中入口有助于查找，仍需逐项理解内容究竟包含哪些指令或文件。
English summary: Tessl Registry is Tessl’s English-language skill registry, presenting and distributing agent capabilities through a marketplace-style entry point. It is relevant to developers who prefer discovering candidates through a registry or are evaluating the Tessl ecosystem.
Best for: Developers who prefer a registry for discovering and obtaining capabilities.; Teams evaluating Tessl and how its content is organized.
Use cases: discover-skills, coding
SkillFlux note: Check the publisher, version information and retrieval method, then compare them with your project’s dependency practices. A registry centralizes discovery, but you still need to understand which instructions or files an individual entry contains.
Limitations: Registry entries should not be assumed to share host support or one project-integration method.
Alternatives: skills-sh, github-com-anthropics-skills
Updated: 2026-09-29

### varunr89/resume-tailoring-skill
URL: https://github.com/varunr89/resume-tailoring-skill
SkillFlux: https://skillflux.app/resource/resume-tailoring-skill/
English: https://skillflux.app/en/resource/resume-tailoring-skill/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub
Tagline: 按岗位调整简历
Summary: varunr89/resume-tailoring-skill 是围绕岗位需求调整简历的开源 Skill 项目。它让开发者检查相关指令与实现，适合求职工具的能力评估，或在已有真实履历的基础上研究表达和结构调整。
Details: varunr89/resume-tailoring-skill 是围绕岗位需求调整简历的开源 Skill 项目。它让开发者检查相关指令与实现，适合求职工具的能力评估，或在已有真实履历的基础上研究表达和结构调整。
AI Summary: 用岗位说明与真实履历做对照，把成果、职责和技能的事实边界写清楚。评估修改是否突出了已有证据，而不是新增经历；保留前后版本，方便核对每项表述。
English summary: varunr89/resume-tailoring-skill is an open-source project focused on adapting resumes to job requirements. Its instructions and implementation can be inspected when evaluating a job-search workflow or studying how to reorganize and express an existing, factual work history.
Best for: Users with a factual work history and target job description who want to refine their resume.; Developers evaluating a resume-tailoring workflow.
Use cases: writing
SkillFlux note: Compare the job description with a factual resume and make the boundaries of achievements, responsibilities and skills explicit. Evaluate whether the revision highlights existing evidence rather than adding experience. Keep both versions to review each statement.
Limitations: Resume revision cannot establish new qualifications or guarantee screening success or an offer.; Check where execution occurs and any external calls before processing personal information.
Alternatives: github-com-op7418-humanizer-zh, github-com-laolaoshiren-claude-code-skills-zh
Updated: 2026-09-29

### 接口 AI Skills
URL: https://cc.jiekou.ai/skills
SkillFlux: https://skillflux.app/resource/jiekou-ai-skills/
English: https://skillflux.app/en/resource/jiekou-ai-skills/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: zh, en
Tags: Agent Skills, 合集, 中文
Tagline: 双语 Skill 市场与安装发现
Summary: 接口 AI Skills 是面向 Claude agent 的中英双语 Skill 市场，提供社区能力浏览、命令行安装说明和按安装量排序的榜单。它适合偏好中文阅读与命令行获取内容的用户，先找到候选再检查具体来源。
Details: 接口 AI Skills 是面向 Claude agent 的中英双语 Skill 市场，提供社区能力浏览、命令行安装说明和按安装量排序的榜单。它适合偏好中文阅读与命令行获取内容的用户，先找到候选再检查具体来源。
AI Summary: 阅读安装命令前先确认它对应的项目和来源，然后检查命令会写入哪些目录。榜单可以安排查看顺序，但实际采用仍应以任务效果、依赖与维护信息为依据。
English summary: Jiekou AI Skills is a bilingual skill marketplace for Claude-related agents. It provides community capability listings, command-line installation instructions and installation-based rankings. It suits users who prefer Chinese reading and command-line retrieval, with original sources to be inspected after discovery.
Best for: Users who prefer a bilingual interface and command-line installation instructions.
Use cases: discover-skills
SkillFlux note: Identify the project and source behind an installation command, then check which directories the command writes to. Rankings can guide inspection order; adoption should follow task results, dependencies and maintenance information from the project.
Limitations: Commands, dependencies and host requirements can differ by entry; copying a ranked name is not sufficient validation.; Installation counts provide discovery signals, not proof of quality or task fit.
Alternatives: skills-sh, mcpmarket-com-zh-tools-skills-leaderboard
Updated: 2026-09-29

### awesome-claude-skills (BehiSecc)
URL: https://github.com/BehiSecc/awesome-claude-skills
SkillFlux: https://skillflux.app/resource/behisecc-awesome-claude-skills/
English: https://skillflux.app/en/resource/behisecc-awesome-claude-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: en
Tags: Agent Skills, 开源, GitHub, 合集, 安全
Tagline: 安全视角 Skill 清单
Summary: BehiSecc 的 awesome-claude-skills 是带安全视角的开源 Claude Skills 策展清单。它提供安全相关能力的发现路径，适合从项目链接进一步检查指令、脚本和权限要求。
Details: BehiSecc 的 awesome-claude-skills 是带安全视角的开源 Claude Skills 策展清单。它提供安全相关能力的发现路径，适合从项目链接进一步检查指令、脚本和权限要求。
AI Summary: 先明确审查对象与授权范围，再检查链接项目实际执行哪些操作。把清单中的候选当作待验证工具，评估其输出能否复现，以及是否给出了足够证据定位问题。
English summary: BehiSecc’s awesome-claude-skills is an open curated Claude Skills list with a security-oriented perspective. It provides discovery leads for security-related capabilities, followed by closer inspection of project instructions, scripts and permission requirements.
Best for: Developers concerned with skill safety or seeking candidates for authorized review tasks.
Use cases: security, discover-skills
SkillFlux note: Define the review target and authorized scope before inspecting what a linked project executes. Treat candidates as tools to validate: check whether their findings can be reproduced and whether the output supplies enough evidence to locate a problem.
Limitations: A security label is not an audit conclusion, and the list does not establish that linked scripts are risk-free.
Alternatives: atcyrus-com-skills, github-com-obra-superpowers
Updated: 2026-09-29

### awesome-claude-skills (travisvn)
URL: https://github.com/travisvn/awesome-claude-skills
SkillFlux: https://skillflux.app/resource/travisvn-awesome-claude-skills/
English: https://skillflux.app/en/resource/travisvn-awesome-claude-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: en
Tags: Agent Skills, 开源, GitHub, 合集
Tagline: Claude Skill 清单与架构参考
Summary: travisvn 的 awesome-claude-skills 是面向 Claude 的开源策展清单，现有资料还记录了 Skill 架构与渐进式加载的说明。它适合同时了解候选资源和组织原理，再决定要深入阅读哪一个项目。
Details: travisvn 的 awesome-claude-skills 是面向 Claude 的开源策展清单，现有资料还记录了 Skill 架构与渐进式加载的说明。它适合同时了解候选资源和组织原理，再决定要深入阅读哪一个项目。
AI Summary: 先阅读清单中的架构介绍，再选一个源项目对照其文件组织。概念说明有助于建立阅读方法，但具体版本的格式和加载行为仍应以宿主及项目文档为准。
English summary: travisvn’s awesome-claude-skills is an open curated list focused on Claude. The catalog also records explanations of skill architecture and progressive loading. It is useful for learning both candidate resources and organizational concepts before selecting a project for closer inspection.
Best for: Developers learning skill structure before exploring Claude-oriented candidates.
Use cases: discover-skills, coding
SkillFlux note: Read the architecture explanation and compare it with the file layout of one linked project. Conceptual material can guide your reading, while the format and loading behavior of a specific version should be checked against the host and project documentation.
Limitations: The list and architecture explanation do not replace host documentation or establish identical structure across linked projects.
Alternatives: github-com-anthropics-skills, github-com-composiohq-awesome-claude-skills
Updated: 2026-09-29

### claude-code-skills-zh
URL: https://github.com/laolaoshiren/claude-code-skills-zh
SkillFlux: https://skillflux.app/resource/claude-code-skills-zh/
English: https://skillflux.app/en/resource/claude-code-skills-zh/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: zh
Tags: Agent Skills, 开源, GitHub, 中文, 合集
Tagline: 中文 Claude Code Skill 合集
Summary: laolaoshiren 维护的 claude-code-skills-zh 将 Claude Code Skill 按场景汇总，并提供中文说明与原创内容。它适合中文用户先理解条目用途，再打开具体文件阅读使用步骤。
Details: laolaoshiren 维护的 claude-code-skills-zh 将 Claude Code Skill 按场景汇总，并提供中文说明与原创内容。它适合中文用户先理解条目用途，再打开具体文件阅读使用步骤。
AI Summary: 先区分合集中的外部链接与仓库内的原创文件，然后只选择与你任务相符的一项。这样可以清楚记录实际安装来源，也能分别阅读外部项目与原创内容的依赖和许可。
English summary: claude-code-skills-zh, maintained by laolaoshiren, organizes Claude Code skills by scenario and includes Chinese explanations and original content. It helps Chinese-language readers understand an entry’s purpose before opening the specific files and usage instructions.
Best for: Users learning and selecting Claude Code skills through Chinese explanations.
Use cases: discover-skills, writing
SkillFlux note: Distinguish links to external projects from original files stored in the repository, then choose one item for your task. This makes the actual installation source clear and lets you inspect dependencies and licenses separately for each kind of content.
Limitations: Chinese explanations do not mean all linked resources have Chinese documentation or identical installation steps across hosts.
Alternatives: github-com-xu-xiang-everything-claude-code-zh, github-com-op7418-humanizer-zh
Updated: 2026-09-29

### Cyrus Skills
URL: https://www.atcyrus.com/skills
SkillFlux: https://skillflux.app/resource/cyrus-skills/
English: https://skillflux.app/en/resource/cyrus-skills/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 开发者 Skill 市场
Summary: Cyrus Skills 是面向 AI 编码 agent 的英文 Skill 市场，按开发、DevOps、安全、设计、文档等方向组织可复用能力。它适合围绕开发工作流查找候选；具体使用条件与方案应在对应来源核对。
Details: Cyrus Skills 是面向 AI 编码 agent 的英文 Skill 市场，按开发、DevOps、安全、设计、文档等方向组织可复用能力。它适合围绕开发工作流查找候选；具体使用条件与方案应在对应来源核对。
AI Summary: 先定位现有开发流程中最明确的缺口，例如调试或审查，再对比候选的输入输出与工具依赖。若使用涉及试用或付费方案的能力，应把方案限制与实际任务范围一并确认。
English summary: Cyrus Skills is an English-language marketplace for AI coding-agent capabilities. It organizes skills across development, DevOps, security, design and documentation. It is useful for finding candidates around a development workflow, with item requirements and plan terms to be checked at the source.
Best for: Engineering teams finding candidates by development, DevOps or security category.
Use cases: coding, security, discover-skills
SkillFlux note: Identify a clear gap in the current workflow, such as debugging or review, then compare candidate inputs, outputs and tool dependencies. If trial or paid plans are involved, confirm their limits alongside the actual scope of the task.
Limitations: Developer-marketplace categories do not replace project-level validation; this catalog does not test every capability.; Check the relevant plan for item pricing, trial limits and included content.
Alternatives: github-com-obra-superpowers, skill0-io
Updated: 2026-09-29

### Discover AI Skills
URL: https://discoveraiskills.com/
SkillFlux: https://skillflux.app/resource/discover-ai-skills/
English: https://skillflux.app/en/resource/discover-ai-skills/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 社区 Skill 探索 · 来源暂不可访问
Summary: 2026-10-01 核查：Discover AI Skills 来源站点显示 Deployment Paused，暂不可访问。它原为偏社区发现的英文 Skill 站点；目前可先看 Qoder Community 或 VoltAgent 合集等替代来源。保留原网址供后续复查。
Details: 2026-10-01 核查：Discover AI Skills 来源站点显示 Deployment Paused，暂不可访问。它原为偏社区发现的英文 Skill 站点；目前可先看 Qoder Community 或 VoltAgent 合集等替代来源。保留原网址供后续复查。
AI Summary: 本站于 2026-10-01 访问来源时看到 Deployment Paused，当前不建议将其作为获取资源的入口。可先浏览下方 Qoder Community 与 VoltAgent 替代来源，再按具体任务核对项目原始说明；待来源恢复后复查。
English summary: Checked on 2026-10-01: Discover AI Skills displays “Deployment Paused” and is temporarily unavailable. This English-language community skill discovery site remains listed for future checks. In the meantime, explore Qoder Community or the VoltAgent collection.
Best for: English-language readers exploring alternative ways to approach a task.
Use cases: discover-skills
SkillFlux note: Our source check on 2026-10-01 returned “Deployment Paused”, so this is currently unavailable as a resource entry point. Use the Qoder Community and VoltAgent alternatives below, then verify each project against your task. Recheck this source if service resumes.
Limitations: On 2026-10-01 the source returned HTTP 402 with “Deployment Paused”. This records its current paused state and does not establish a permanent closure.; Community visibility does not establish feature coverage or implementation quality; the catalog does not execute every listed item.
Alternatives: qoder-community-pages-dev-zh-skills, github-com-voltagent-awesome-agent-skills
Updated: 2026-10-01

### everything-claude-code 中文版
URL: https://github.com/xu-xiang/everything-claude-code-zh
SkillFlux: https://skillflux.app/resource/everything-claude-code-zh/
English: https://skillflux.app/en/resource/everything-claude-code-zh/
Type: 开源 skill 仓库
Kinds: skill
Scale: 合集仓库
Language: zh
Tags: Agent Skills, 开源, GitHub, 中文, 合集
Tagline: 中文 Claude Code 配置参考
Summary: everything-claude-code 中文版由 xu-xiang 维护，整理 Claude Code 相关的中文资料与配置，覆盖 agents、skills、hooks、commands、rules 和 MCP 等内容。它适合从整体配置角度学习，再按项目需要选择其中的部分。
Details: everything-claude-code 中文版由 xu-xiang 维护，整理 Claude Code 相关的中文资料与配置，覆盖 agents、skills、hooks、commands、rules 和 MCP 等内容。它适合从整体配置角度学习，再按项目需要选择其中的部分。
AI Summary: 先盘点项目已有的规则、hook 和工具连接，再选择一个配置文件比较变化。将翻译内容与上游来源对照，保留自己的项目约定，避免一次覆盖整套配置后难以追踪行为变化。
English summary: The Chinese edition of everything-claude-code, maintained by xu-xiang, gathers Chinese Claude Code material and configuration covering agents, skills, hooks, commands, rules and MCP. It supports learning the broader configuration picture before selecting individual parts for a project.
Best for: Engineers learning how Claude Code configuration components relate through Chinese material.; Teams ready to inspect existing project configuration and adopt selected parts.
Use cases: coding, planning, mcp
SkillFlux note: Inventory existing rules, hooks and tool connections, then compare changes from one selected configuration file. Cross-check translated material with its upstream source and preserve project conventions so that changes in behavior remain traceable.
Limitations: A complete configuration can overlap with existing rules or permissions and should not be assumed to fit unchanged.; The Chinese translation and upstream version may differ; compare the relevant files.
Alternatives: github-com-laolaoshiren-claude-code-skills-zh, github-com-othmanadi-planning-with-files
Updated: 2026-09-29

### Expo Skills(官方)
URL: https://github.com/expo/skills
SkillFlux: https://skillflux.app/resource/expo-skills/
English: https://skillflux.app/en/resource/expo-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: en
Tags: Agent Skills, 开源, GitHub, 官方, 移动开发
Tagline: React Native 与 Expo 开发
Summary: Expo Skills 是 Expo 团队在 GitHub 发布的 Skill 仓库，面向 React Native / Expo 移动开发生态。它适合使用这一技术栈的开发者阅读原始指令，再对照现有项目选择和验证相关能力。
Details: Expo Skills 是 Expo 团队在 GitHub 发布的 Skill 仓库，面向 React Native / Expo 移动开发生态。它适合使用这一技术栈的开发者阅读原始指令，再对照现有项目选择和验证相关能力。
AI Summary: 先核对项目的 Expo 与 React Native 环境，再挑选与当前改动相关的 Skill。界面或交互变更除了代码检查，还应在目标设备环境验证，尤其是平台差异和已有项目约定。
English summary: Expo Skills is a skill repository published by the Expo team on GitHub for the React Native / Expo mobile development ecosystem. Developers using this stack can read the original instructions and choose relevant capabilities to validate in their existing projects.
Best for: React Native / Expo developers seeking skills from the team behind the ecosystem.
Use cases: mobile, coding
SkillFlux note: Check the project’s Expo and React Native environment, then select a skill relevant to the current change. For interface or interaction changes, validate on the target device environment alongside code checks, paying attention to platform differences and project conventions.
Limitations: The repository’s ecosystem focus does not establish support for every Expo or React Native version.; Evaluate native Android projects separately instead of applying cross-platform project steps unchanged.
Alternatives: github-com-android-skills, github-com-obra-superpowers
Updated: 2026-09-29

### LobeHub Skills
URL: https://lobehub.com/skills
SkillFlux: https://skillflux.app/resource/lobehub-skills/
English: https://skillflux.app/en/resource/lobehub-skills/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en, zh
Tags: Agent Skills, 合集, LobeHub
Tagline: LobeHub 生态 Skill 发现
Summary: LobeHub Skills 是 LobeHub 团队提供的 Skill 市场，面向中英文用户集中呈现 agent 的可复用能力。它适合已了解 LobeHub / LobeChat 生态的用户从熟悉的入口浏览，再按具体条目检查使用方式。
Details: LobeHub Skills 是 LobeHub 团队提供的 Skill 市场，面向中英文用户集中呈现 agent 的可复用能力。它适合已了解 LobeHub / LobeChat 生态的用户从熟悉的入口浏览，再按具体条目检查使用方式。
AI Summary: 从熟悉的生态入口发现候选后，仍需确认具体条目如何接入当前宿主。LobeHub 的开源背景与市场中每项内容的许可证、执行方式是不同问题，应分别查看。
English summary: LobeHub Skills is a skill marketplace from the LobeHub team, presenting reusable agent capabilities for Chinese- and English-language readers. It is a familiar discovery entry point for people exploring the LobeHub / LobeChat ecosystem, followed by checking each item’s usage instructions.
Best for: Users working with or exploring the LobeHub / LobeChat ecosystem.; Teams that want to browse and compare resources through Chinese and English interfaces.
Use cases: discover-skills
SkillFlux note: After discovering a candidate through the ecosystem entry point, check how the specific item connects to your host. LobeHub’s open-source background and an individual marketplace item’s license or execution method are separate questions that need separate inspection.
Limitations: The marketplace’s ecosystem affiliation does not establish direct use of every entry in LobeChat or another host.
Alternatives: qoder-community-pages-dev-zh-skills, skill0-io
Updated: 2026-09-29

### MCP Servers
URL: https://mcpservers.org/
SkillFlux: https://skillflux.app/resource/mcp-servers/
English: https://skillflux.app/en/resource/mcp-servers/
Type: MCP 服务器目录
Kinds: mcp
Scale: 集合入口
Language: en
Tags: MCP, 合集
Tagline: MCP 服务器发现
Summary: MCP Servers 是收录官方与社区 MCP 服务器的英文目录，按网页抓取、开发、生产力、金融等方向组织条目。它适合在需要把外部工具接入 agent 时发现候选，并进入各服务器文档核对配置和认证。
Details: MCP Servers 是收录官方与社区 MCP 服务器的英文目录，按网页抓取、开发、生产力、金融等方向组织条目。它适合在需要把外部工具接入 agent 时发现候选，并进入各服务器文档核对配置和认证。
AI Summary: 先确定服务和操作范围，再检查候选服务器使用的连接方式、凭证和权限。目录帮助找到服务器，真正能否接入由当前宿主与服务器的协议和配置要求共同决定。
English summary: MCP Servers is an English-language directory of official and community MCP servers, organized around areas including web scraping, development, productivity and finance. It helps readers discover candidates for connecting external tools to an agent, then inspect server documentation for configuration and authentication.
Best for: Developers who know which service to connect and need to find an MCP implementation.; Teams comparing server authentication, deployment and data access.
Use cases: mcp
SkillFlux note: Define the service and operations needed, then inspect a candidate server’s connection method, credentials and permissions. The directory helps locate servers; actual integration depends on the protocol and configuration requirements of both your host and the server.
Limitations: The directory is not one unified MCP server; its URL is not a tool endpoint.; Inspect each server’s data flow, costs and permissions; directory categories do not establish them.
Alternatives: mcpmarket-com-zh-tools-skills-leaderboard, github-com-xu-xiang-everything-claude-code-zh
Updated: 2026-09-29

### Qoder Community Skills
URL: https://qoder-community.pages.dev/zh/skills/
SkillFlux: https://skillflux.app/resource/qoder-community-skills/
English: https://skillflux.app/en/resource/qoder-community-skills/
Type: skill 合集
Kinds: skill
Scale: 合集
Language: zh, en
Tags: Agent Skills, 合集, Qoder, 中文
Tagline: 按角色发现社区 Skill
Summary: Qoder Community Skills 汇总 skills.sh、MCP Marketplace、Anthropic 官方等多个来源的能力，按分类和职业角色组织，并提供中文与英文界面。它是社区聚合入口，与 Qoder 官方市场是两个不同来源。
Details: Qoder Community Skills 汇总 skills.sh、MCP Marketplace、Anthropic 官方等多个来源的能力，按分类和职业角色组织，并提供中文与英文界面。它是社区聚合入口，与 Qoder 官方市场是两个不同来源。
AI Summary: 角色分类适合帮助表达需求，选中条目后仍要回到原始项目确定适用任务。特别注意官方市场与社区聚合的区别：同属 Qoder 主题，并不意味着安装路径与维护者相同。
English summary: Qoder Community Skills brings together capabilities from sources including skills.sh, MCP Marketplace and Anthropic. It organizes entries by category and professional role and provides Chinese and English interfaces. This community aggregator is distinct from Qoder’s official marketplace.
Best for: Users finding skills through professional roles or task categories.; Teams that prefer Chinese explanations while comparing multiple sources.
Use cases: discover-skills
SkillFlux note: Role categories help express a need, but the original project defines the actual task coverage. Keep the official marketplace separate from the community aggregator: a shared Qoder theme does not establish the same installation path or maintainer.
Limitations: Content aggregated from different sources can have different installation methods, versions and host requirements.
Alternatives: qoder-com-zh-marketplace, skills-homes-zh-cn-categories
Updated: 2026-09-29

### skill0
URL: https://skill0.io/
SkillFlux: https://skillflux.app/resource/skill0/
English: https://skillflux.app/en/resource/skill0/
Type: skill 合集
Kinds: skill
Scale: 集合入口
Language: en
Tags: Agent Skills, 合集
Tagline: 社区 Claude Skill 市场
Summary: skill0 是社区贡献的英文 Skill 市场，按 AI 产品增长、文档、设计、安全等主题呈现能力，并提供 Claude Code 的接入说明。它适合从工作主题出发寻找候选，再核查各条目的提供者和依赖。
Details: skill0 是社区贡献的英文 Skill 市场，按 AI 产品增长、文档、设计、安全等主题呈现能力，并提供 Claude Code 的接入说明。它适合从工作主题出发寻找候选，再核查各条目的提供者和依赖。
AI Summary: 主题浏览之后，把候选落到一个可验证的小任务，并阅读条目自己的接入步骤。社区贡献的内容可能采用不同工具，先确认实际需要的组件与权限，再决定是否纳入日常流程。
English summary: skill0 is an English-language marketplace of community-contributed skills. It presents topics such as AI product growth, documentation, design and security, with integration instructions for Claude Code. It is useful for finding candidates by work area and checking individual providers and dependencies.
Best for: English-language users browsing community skills by area of work.
Use cases: discover-skills, writing, security
SkillFlux note: After browsing by topic, narrow a candidate to a small, verifiable task and read its own integration steps. Community entries may use different tools. Identify the components and permissions actually needed before adding one to a daily workflow.
Limitations: Marketplace instructions for Claude Code do not establish identical version support or compatibility with other agents for every entry.
Alternatives: atcyrus-com-skills, claudemarketplaces-com
Updated: 2026-09-29

### wlzh/skills
URL: https://github.com/wlzh/skills
SkillFlux: https://skillflux.app/resource/wlzh-skills/
English: https://skillflux.app/en/resource/wlzh-skills/
Type: 开源 skill 仓库
Kinds: skill
Scale: 开源项目
Language: zh
Tags: Agent Skills, 开源, GitHub, 中文
Tagline: 中文实用 Skill 集合
Summary: wlzh/skills 是个人维护的中文实用 Skill 仓库，现有资料列举了视频下载发布、变声、发票识别等方向。它适合围绕具体任务阅读对应文件和脚本，评估能否复用或按需要修改。
Details: wlzh/skills 是个人维护的中文实用 Skill 仓库，现有资料列举了视频下载发布、变声、发票识别等方向。它适合围绕具体任务阅读对应文件和脚本，评估能否复用或按需要修改。
AI Summary: 每次只选择一个与你任务相符的条目，读清输入格式、外部服务和文件输出位置。媒体与票据任务的依赖可能差异很大，应分别用短素材或脱敏样本验证。
English summary: wlzh/skills is a personally maintained Chinese-language repository of practical skills. The catalog describes examples including video download and publishing, voice changes and invoice recognition. It is useful for inspecting task-specific files and scripts before deciding what to reuse or adapt.
Best for: Developers exploring Chinese skill implementations for practical tasks.; Users willing to inspect scripts, dependencies and input material individually.
Use cases: video, discover-skills
SkillFlux note: Choose one entry that matches your task and check input formats, external services and output locations. Media and invoice tasks can have very different dependencies, so validate them separately with short media or redacted samples.
Limitations: Different skills in one repository should not be assumed to share dependencies or permissions.; Public files do not establish permission for every use; read licenses and conditions attached to source material.
Alternatives: github-com-bradautomates-claude-video, github-com-laolaoshiren-claude-code-skills-zh
Updated: 2026-09-29

## Reading boundaries
Source listings and editorial articles are not usage-test approvals. Curated releases require separate safety checks and human evaluation.
Static build snapshot, not live installation authority. npm/MCP verifies current eligibility and revocations before installation and loading.
This static site offers discoverable HTML and machine-readable indexes. It does not guarantee search/AI inclusion, training use, ranking or model recommendations.

## 场景与选型 / Scenarios & selection
- 官方合集、市场和社区仓库，应该怎么选？ / Vendor collections, marketplaces or community repositories?: 先看任务、来源和维护证据，再决定是否安装。黄页收录与精品质检是两个不同的判断。 https://skillflux.app/scenarios/choose-a-source/
- 只接入一个 SkillFlux，如何按需获取能力？ / How does one SkillFlux entry point load skills on demand?: npm 安装入口与本地 MCP，GitHub 目录仓库提供经过维护的内容；浏览器不负责修改你的项目。 https://skillflux.app/scenarios/connect-a-project/
- 项目里的 Skill 有更新，应该怎么办？ / What should happen when an installed skill changes?: 先只读检查，再决定是否升级。区分目录仓库中的 Skill 版本、npm 客户端版本和安全撤销。 https://skillflux.app/scenarios/maintain-project-skills/

## 精品 Skill / Curated releases
Snapshot: 2026-10-02T01:41:48.573Z
Catalog repository: vc999999999/skillflux-catalog
### Grill Me (grill-me@1.0.0)
A relentless interview to sharpen a plan or design. Explicitly forwards to the grilling skill.
URL: https://skillflux.app/skills/grill-me/
Exact release: https://skillflux.app/skills/grill-me/versions/1.0.0/
Hosts: generic, codex, claude, cursor
Maintainer: Matt Pocock
License: MIT
Digest: d49740eedb965fd4020c86855dd19f259fcb0358059d31df219ad4e3017316a3
Tested: 2026-10-01T05:45:00.999423Z
Public test summary: 真实验收：在四个声明宿主中完成安装与同轮加载，用途与边界场景按预期工作（2026-10-01）。

Release notes: Imported verbatim from https://github.com/mattpocock/skills (skills/productivity/grill-me). No content modifications.
Breaking change: false
Minimum client: 1.0.0
Dependencies: grilling@1.0.0

### Grilling (grilling@1.0.0)
Relentlessly interview the user about a plan, decision, or idea in design-tree rounds until nothing is silently assumed.
URL: https://skillflux.app/skills/grilling/
Exact release: https://skillflux.app/skills/grilling/versions/1.0.0/
Hosts: generic, codex, claude, cursor
Maintainer: Matt Pocock
License: MIT
Digest: ea0cb0d125d09d07665013d0b9ca5bba9c9fc9369dfdea90d6cdcc3c8c0aec8d
Tested: 2026-10-01T05:45:00.999423Z
Public test summary: 真实验收：在四个声明宿主中完成安装与同轮加载，用途与边界场景按预期工作（2026-10-01）。

Release notes: Imported verbatim from https://github.com/mattpocock/skills (skills/productivity/grilling). No content modifications.
Breaking change: false
Minimum client: 1.0.0
Dependencies: None

## Public release states
- api-contract-design@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/api-contract-design/versions/1.0.0/
- code-review@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/code-review/versions/1.0.0/
- data-report@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/data-report/versions/1.0.0/
- grill-me@1.0.0: qualified; https://skillflux.app/skills/grill-me/versions/1.0.0/
- grilling@1.0.0: qualified; https://skillflux.app/skills/grilling/versions/1.0.0/
- landing-page-design@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/landing-page-design/versions/1.0.0/
- product-brief@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/product-brief/versions/1.0.0/
- research-synthesis@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/research-synthesis/versions/1.0.0/
- skill-creator@1.0.0: needs-testing — Development seed entry converted from mcp/catalog/seed.json. kind:simulation evidence cannot qualify for publication.; https://skillflux.app/skills/skill-creator/versions/1.0.0/

## Local project workflow
Install the SkillFlux npm entry and local MCP server using the setup guide. Explicitly invoke SkillFlux to search a locally cached catalog index; authorize an exact-version installation plan before files are downloaded at a pinned catalog commit.
check-updates is read-only. Normal update notices are cached for 24 hours; revocation checks have a separate freshness policy. A pinned version is not silently upgraded. Offline or stopped clients cannot receive real-time push notifications.
Setup: https://skillflux.app/install/
Quality: https://skillflux.app/quality/