# I Searched the Whole Claude Skills Ecosystem - These Are the Ones That Matter [Full GitHub Links]
**作者**: Mr. Buzzoni
**日期**: 2026-05-30T13:30:56.000Z
**来源**: [https://x.com/polydao/status/2060715587387400424](https://x.com/polydao/status/2060715587387400424)
---
> Most people are still using Claude like a smarter chatbot
> That is not the game anymore
## You’re competing against people who treat Claude like an operating system
> While you’re typing one-off prompts, someone else is stacking specialized skills, connecting APIs, and building an automated workflow factory that works 24/7
Knowledge of a custom stack separates a $95K developer from a $300K AI architect. I searched the entire Claude skills ecosystem so you don't have to. These are the only repositories that matter right now
# Where the ecosystem actually lives
The Claude skills ecosystem is spread across several hubs, not one dominant source.
- Anthropic official skills repo - github.com/anthropics/skills
- Alireza Rezvani's large cross-platform library - github.com/alirezarezvani/claude-skills
- Travis VN curated list - github.com/travisvn/awesome-claude-skills
- BehiSecc curated list - github.com/BehiSecc/awesome-claude-skills
- Jezweb workflow-heavy repo - github.com/jezweb/claude-skills
- Skill_Seekers by Yusuf Karaaslan - github.com/yusufkaraaslan/Skill_Seekers
- Majiayu000 Claude skill registry - github.com/majiayu000/claude-skill-registry
- VoltAgent's broad cross-agent collection - github.com/VoltAgent/awesome-agent-skills
- Aradotso trending skills tracker - github.com/aradotso/trending-skills
# Official Anthropic skills
These matter because they show the cleanest canonical structure for how skills are supposed to work
## 1. doc-coauthoring
This official skill walks Claude through context gathering, iterative refinement, and reader testing using a fresh Claude session.
- Why it matters: it turns writing into a workflow instead of a one-shot prompt.
- Direct link: github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md
## 2. skill-creator
Anthropic also has its own skill for helping Claude build new skills in the right format.
- Why it matters: it gives you a canonical starting point for creating your own internal skills.
- Direct link: github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md
## 3. frontend-design
A focused official skill for frontend design workflows and design-oriented implementation structure.
- Why it matters: useful when you want Claude to think in interface systems, not random UI fragments.
- Direct link: github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md
## 4. docx
One of the most practical official skills if your workflow touches Word documents or structured business docs.
- Why it matters: it teaches Claude how to unpack, edit and repack DOCX files reliably.
- Direct link: github.com/anthropics/skills/blob/main/skills/docx/SKILL.md
# Alireza Rezvani - the giant ecosystem play
This repo stands out because it packages hundreds of skills and tools into one broad operating layer for Claude-compatible agents.
## 5. skill-security-auditor
A very 2026 idea - using one skill to inspect other skills before you trust them.
- Why it matters: the skill economy is growing fast, so security review is now part of the workflow.
- Repo link: github.com/alirezarezvani/claude-skills
## 6. self-improving-agent
This is the kind of skill that pushes Claude closer to a persistent operator model.
- Why it matters: the system starts improving its own process instead of just solving isolated tasks.
- Repo link: github.com/alirezarezvani/claude-skills
## 7. mcp-server-builder
MCP is now a real layer of the ecosystem, and this skill teaches Claude how to build for it.
- Why it matters: better external integrations, less brittle glue code.
- Repo link: github.com/alirezarezvani/claude-skills
## 8. rag-architect
One of the more valuable patterns in serious agent workflows.
- Why it matters: retrieval quality often matters more than raw model cleverness.
- Repo link: github.com/alirezarezvani/claude-skills
## 9. observability-designer
This is where Claude starts thinking like infra people think.
- Why it matters: SLOs, dashboards, alerts and tracing logic become part of the design process.
- Repo link: github.com/alirezarezvani/claude-skills
## 10. performance-profiler
AI coding is often weak at performance unless pushed into that mindset directly.
- Why it matters: teaches Claude to care about bottlenecks, not just features.
- Repo link: github.com/alirezarezvani/claude-skills
## 11. release-manager
A surprisingly useful operational skill.
- Why it matters: release discipline is part of product quality, not an afterthought.
- Repo link: github.com/alirezarezvani/claude-skills
## 12. tech-debt-tracker
Most AI workflows pretend every codebase is clean. This one does not.
- Why it matters: it makes Claude reason about debt, prioritization and long-term maintenance.
- Repo link: github.com/alirezarezvani/claude-skills
## 13. capture
A deceptively simple skill that turns loose ideas into structured action.
- Why it matters: useful as part of a daily AI operating system.
- Repo link: github.com/alirezarezvani/claude-skills
## 14. reflect
The opposite of raw output velocity - this one is about review, synthesis and better judgment.
- Why it matters: good systems need reflection loops, not just execution loops.
- Repo link: github.com/alirezarezvani/claude-skills
## 15. email
Email triage sounds boring until you realize how much of real work is trapped there.
- Why it matters: inbox workflows are one of the easiest ways to make Claude feel actually useful day to day.
- Repo link: github.com/alirezarezvani/claude-skills
# Jezweb - practical workflow skills
Jezweb's repo is interesting because it is less about hype and more about repeatable deliverables.
## 16. app-docs
This skill browses a running app, takes screenshots, and produces proper documentation with steps and visuals.
- Why it matters: it documents what exists, not what you hope exists.
- Direct link: github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md
# Yusuf Karaaslan
## 17. Skill_Seekers
One of the smartest leverage plays in the whole ecosystem: convert arbitrary docs into reusable skill memory.
- Why it matters: you stop repeating context and start packaging expertise.
- Direct link: github.com/yusufkaraaslan/Skill_Seekers
# Majiayu000 registry
This repo is valuable because it shows how weird and specific skills can get.
## 18. enhancing-authors
A narrow skill for enriching incomplete author profile data and related metadata fields.
- Why it matters: proof that skills are tiny workflow brains, not just coding add-ons.
- Direct link: github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md
# Composio - still worth using
Composio remains one of the strongest action-oriented ecosystems because it connects Claude to external services and workflows
## 19. connect-apps
This is one of the most practical skills in the whole space because it lets Claude take real actions across connected apps.
- Why it matters: actual execution across Gmail, Slack, GitHub, Notion and more.
- Direct link: github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md
## 20. skill-creator
Composio also ships its own skill-creation workflow.
- Why it matters: useful when you want a more ecosystem-specific packaging flow.
- Direct link: github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-creator/SKILL.md
## 21. content-research-writer
A useful writing-oriented skill for research, outlines, citations and drafting support.
- Why it matters: less generic “write me a post”, more structured collaboration.
- Direct link: github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md
## 22. file-organizer
One of those surprisingly practical skills that becomes useful immediately.
- Why it matters: helps Claude organize cluttered local file systems more intelligently.
- Direct link: github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md
## 23. Apollo Automation
A more specific operational skill built for Apollo.io prospecting and lead enrichment workflows.
- Why it matters: strong example of a vertical SaaS action skill.
- Direct link: github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md
# More direct-skill sources worth mining
These are not all single direct SKILL.md pages in the current search results, but they are strong sources for installable skills and discovery
## 24. artifacts-builder
A front-end artifact generation skill highlighted in BehiSecc's curated collection.
- Why it matters: pushes Claude toward polished HTML artifact output.
- Discovery source: github.com/BehiSecc/awesome-claude-skills
## 25. using-git-worktrees
A niche skill, but a very real productivity multiplier for parallel AI-assisted development.
- Why it matters: isolated git worktrees reduce branch chaos.
- Discovery source: github.com/BehiSecc/awesome-claude-skills
## 26. aws-skills
A specialized cloud workflow pack surfaced by curated lists.
- Why it matters: cloud work benefits a lot from narrower, infrastructure-aware guidance.
- Discovery source: github.com/BehiSecc/awesome-claude-skills
## 27. tapestry
A knowledge-networking style skill for linking and summarizing related documents.
- Why it matters: better for research synthesis than flat note dumping.
- Discovery source: github.com/BehiSecc/awesome-claude-skills
## 28. research-skill
A standalone repo focused on persistent project-scoped deep research memory.
- Why it matters: it survives compaction and keeps research findings alive across sessions.
- Direct link: github.com/hec-ovi/research-skill
## 29. claude-deep-research-skill
Another standalone deep research repo with direct clone instructions for the Claude skills directory.
- Why it matters: shows deep research is now its own serious category, not just a feature.
- Direct link: github.com/199-biotechnologies/claude-deep-research-skill
## 30. wondelai skills
A 42-skill collection spanning UX, marketing, product strategy, sales, operations, virality, code quality and systems architecture.
- Why it matters: useful when you want broader business and product coverage, not only coding skills.
- Direct link: github.com/wondelai/skills/blob/main/CLAUDE.md
## 31. trending-skills
A live discovery layer for skills that are actually gaining attention across the ecosystem.
- Why it matters: this is one of the fastest ways to escape stale lists and find what is moving now.
- Direct link: github.com/aradotso/trending-skills
## 32. VoltAgent awesome-agent-skills
One of the biggest cross-agent collections, not limited to Claude only.
- Why it matters: useful if you want portable skills across Claude Code, Codex, Gemini CLI, Cursor and more.
- Direct link: github.com/VoltAgent/awesome-agent-skills
# Best “Jarvis” stacks
The real power move is not installing random skills. It is combining layers.
## Builder stack
- doc-coauthoring - github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md
- app-docs - github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md
- research-skill - github.com/hec-ovi/research-skill
- skill-creator - github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md
## Operator stack
- connect-apps - github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md
- file-organizer - github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md
- claude-deep-research-skill - github.com/199-biotechnologies/claude-deep-research-skill
- Apollo Automation - github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md
## Knowledge stack
- Skill_Seekers - github.com/yusufkaraaslan/Skill_Seekers
- enhancing-authors - github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md
- content-research-writer - github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md
- wondelai skills - github.com/wondelai/skills/blob/main/CLAUDE.md
# Final take
If the article mentions a skill, it should link to the skill. That is now fixed
And the bigger point still stands: Claude becomes much more interesting when you mix official skills, giant community libraries, weird niche registries and standalone specialist repos instead of living inside one GitHub bookmark
## If you found this useful:
- Bookmark this article. The links change and new repos pop up weekly — you'll need this as a reference.
- Like and Repost the thread above to help other builders escape the chatbot trap.
- Follow me: @polydao for weekly deep dives into AI architecture, quant trading, and the agent economy.
- Join the TG Channel: Buzzoni Notes - here I share my raw prompts, custom skills, and alpha that's too early for X
> Don't just read it. Build it. Change your workflow starting today
## 相关链接
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- [github.com/anthropics/skills](https://github.com/anthropics/skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/travisvn/awesome-claude-skills](https://github.com/travisvn/awesome-claude-skills)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills)
- [github.com/yusufkaraaslan/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)
- [github.com/majiayu000/claude-skill-registry](https://github.com/majiayu000/claude-skill-registry)
- [github.com/VoltAgent/awesome-agent-skills](https://github.com/VoltAgent/awesome-agent-skills)
- [github.com/aradotso/trending-skills](https://github.com/aradotso/trending-skills)
- [github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/docx/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/docx/SKILL.md)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md](https://github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md)
- [github.com/yusufkaraaslan/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)
- [github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md](https://github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md)
- [github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md](https://github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-creator/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-creator/SKILL.md)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md)
- [Apollo.io](https://apollo.io/)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/hec-ovi/research-skill](https://github.com/hec-ovi/research-skill)
- [github.com/199-biotechnologies/claude-deep-research-skill](https://github.com/199-biotechnologies/claude-deep-research-skill)
- [github.com/wondelai/skills/blob/main/CLAUDE.md](https://github.com/wondelai/skills/blob/main/CLAUDE.md)
- [github.com/aradotso/trending-skills](https://github.com/aradotso/trending-skills)
- [github.com/VoltAgent/awesome-agent-skills](https://github.com/VoltAgent/awesome-agent-skills)
- [github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md)
- [github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md](https://github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md)
- [github.com/hec-ovi/research-skill](https://github.com/hec-ovi/research-skill)
- [github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md)
- [github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md](https://github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md)
- [github.com/199-biotechnologies/claude-deep-research-skill](https://github.com/199-biotechnologies/claude-deep-research-skill)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md)
- [github.com/yusufkaraaslan/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)
- [github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md](https://github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md)
- [github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md](https://github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md)
- [github.com/wondelai/skills/blob/main/CLAUDE.md](https://github.com/wondelai/skills/blob/main/CLAUDE.md)
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---
*导出时间: 2026/5/31 12:29:45*
---
## 中文翻译
# 我遍历了整个 Claude 技能生态系统——这才是真正有价值的那些 [完整 GitHub 链接]
**作者**: Mr. Buzzoni
**日期**: 2026-05-30T13:30:56.000Z
**来源**: [https://x.com/polydao/status/2060715587387400424](https://x.com/polydao/status/2060715587387400424)
---
> 大多数人仍然把 Claude 当作一个更聪明的聊天机器人
> 但这早已不是这个游戏的玩法了
## 你的竞争对手，是把 Claude 当作操作系统来用的人
> 当你还在敲单次提示词时，别人正在堆叠专用技能、对接 API，并构建一个 24/7 全天候运转的自动化工作流工厂
对定制技术栈的认知，将一位年薪 9.5 万美元的开发者，与一位年薪 30 万美元的 AI 架构师区分开来。我为你搜索了整个 Claude 技能生态系统。以下是目前唯一真正重要的仓库列表。
# 生态系统实际上栖息在哪里
Claude 技能生态系统分布在多个中心，而不是由单一主导源控制。
- Anthropic 官方技能库 - github.com/anthropics/skills
- Alireza Rezvani 的大型跨平台库 - github.com/alirezarezvani/claude-skills
- Travis VN 精选列表 - github.com/travisvn/awesome-claude-skills
- BehiSecc 精选列表 - github.com/BehiSecc/awesome-claude-skills
- Jezweb 重度工作流库 - github.com/jezweb/claude-skills
- Yusuf Karaaslan 的 Skill_Seekers - github.com/yusufkaraaslan/Skill_Seekers
- Majiayu000 的 Claude 技能注册表 - github.com/majiayu000/claude-skill-registry
- VoltAgent 的广泛跨代理集合 - github.com/VoltAgent/awesome-agent-skills
- Aradotso 的趋势技能追踪器 - github.com/aradotso/trending-skills
# Anthropic 官方技能
这些技能之所以重要，是因为它们展示了技能应该如何运行的最清晰、最规范的结构。
## 1. doc-coauthoring（文档协作）
这个官方技能引导 Claude 完成上下文收集、迭代优化，并使用全新的 Claude 会话进行读者测试。
- **为什么重要**：它将写作变成了一个工作流，而不是一次性提示。
- **直接链接**：github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md
## 2. skill-creator（技能创建器）
Anthropic 也有自己的技能，用于帮助 Claude 以正确的格式构建新技能。
- **为什么重要**：它为你创建自己的内部技能提供了一个规范的起点。
- **直接链接**：github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md
## 3. frontend-design（前端设计）
一个专注于前端设计工作流和面向设计的实现结构的官方技能。
- **为什么重要**：当你希望 Claude 从界面系统的角度思考，而不是产出随机的 UI 片段时，它非常有用。
- **直接链接**：github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md
## 4. docx
如果你接触 Word 文档或结构化商业文档，这是最实用的官方技能之一。
- **为什么重要**：它教会 Claude 如何可靠地解包、编辑和重新打包 DOCX 文件。
- **直接链接**：github.com/anthropics/skills/blob/main/skills/docx/SKILL.md
# Alireza Rezvani —— 巨大的生态布局
这个仓库之所以脱颖而出，是因为它将数百个技能和工具打包为一个广泛的、适用于兼容 Claude 代理的操作层。
## 5. skill-security-auditor（技能安全审计）
一个非常有 2026 年感的想法——在信任某个技能之前，用另一个技能来检查它。
- **为什么重要**：技能经济正在快速增长，因此安全审查已成为工作流的一部分。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 6. self-improving-agent（自我改进代理）
这是推动 Claude 更接近持久操作者模型的一类技能。
- **为什么重要**：系统开始改进其自身的流程，而不仅仅是解决孤立的任务。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 7. mcp-server-builder（MCP 服务器构建器）
MCP 现在是生态系统的真正一层，而这个技能教会 Claude 如何为其构建。
- **为什么重要**：更好的外部集成，更脆弱的粘合代码。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 8. rag-architect（RAG 架构师）
在严肃的代理工作流中，这是更有价值的模式之一。
- **为什么重要**：检索质量往往比原始模型的聪明程度更重要。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 9. observability-designer（可观测性设计器）
在这里，Claude 开始像基础设施人员一样思考。
- **为什么重要**：SLO、仪表盘、告警和追踪逻辑成为设计过程的一部分。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 10. performance-profiler（性能分析器）
除非直接被引导进入这种思维模式，否则 AI 编码通常在性能方面表现不佳。
- **为什么重要**：它教会 Claude 关注瓶颈，而不仅仅是功能。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 11. release-manager（发布经理）
一个令人惊讶的实用操作技能。
- **为什么重要**：发布纪律是产品质量的一部分，而不是事后诸葛亮。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 12. tech-debt-tracker（技术债务追踪器）
大多数 AI 工作流假设每个代码库都是干净的。这个技能则不然。
- **为什么重要**：它让 Claude 推理债务、优先级排序和长期维护。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 13. capture（捕获）
一个看似简单的技能，能将松散的想法转化为结构化的行动。
- **为什么重要**：作为日常 AI 操作系统的一部分非常有用。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 14. reflect（反思）
与原始输出速度相反——这个技能关注审查、综合和更好的判断。
- **为什么重要**：好的系统需要反思循环，而不仅仅是执行循环。
- **仓库链接**：github.com/alirezarezvani/claude-skills
## 15. email（邮件）
直到你意识到有多少实际工作被困在邮件处理中，邮件分类听起来可能很无聊。
- **为什么重要**：收件箱工作流是让 Claude 在日常工作中真正感到有用的最简单方法之一。
- **仓库链接**：github.com/alirezarezvani/claude-skills
# Jezweb —— 实用工作流技能
Jezweb 的仓库之所以有趣，是因为它较少关注炒作，更多关注可重复的交付成果。
## 16. app-docs（应用文档）
这个技能会浏览运行中的应用，截图，并生成包含步骤和视觉效果的正式文档。
- **为什么重要**：它记录的是实际存在的东西，而不是你希望存在的东西。
- **直接链接**：github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md
# Yusuf Karaaslan
## 17. Skill_Seekers（技能搜寻者）
这是整个生态系统中最聪明的杠杆玩法之一：将任意文档转化为可重用的技能记忆。
- **为什么重要**：你不再重复上下文，而是开始打包专业知识。
- **直接链接**：github.com/yusufkaraaslan/Skill_Seekers
# Majiayu000 注册表
这个仓库很有价值，因为它展示了技能可以变得多么奇特和具体。
## 18. enhancing-authors（作者信息增强）
一个狭隘的技能，用于丰富不完整的作者档案数据和相关元数据字段。
- **为什么重要**：这证明了技能是微小的“工作流大脑”，而不仅仅是编码插件。
- **直接链接**：github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md
# Composio —— 依然值得使用
Composio 仍然是最强的以行动为导向的生态系统之一，因为它将 Claude 与外部服务及工作流连接起来。
## 19. connect-apps（应用连接）
这是整个领域最实用的技能之一，因为它让 Claude 在已连接的应用中执行真正的操作。
- **为什么重要**：跨 Gmail、Slack、GitHub、Notion 等应用的实际执行。
- **直接链接**：github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md
## 20. skill-creator（技能创建器）
Composio 也推出了自己的技能创建工作流。
- **为什么重要**：当你需要更特定于生态系统的打包流程时，它非常有用。
- **直接链接**：github.com/ComposioHQ/awesome-claude-skills/blob/master/skill-creator/SKILL.md
## 21. content-research-writer（内容研究写作）
一个有用的以写作为导向的技能，用于研究、大纲、引用和草稿支持。
- **为什么重要**：减少通用的“给我写一篇文章”，增加结构化的协作。
- **直接链接**：github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md
## 22. file-organizer（文件整理器）
这是那种令人惊讶的实用技能之一，而且立刻就能派上用场。
- **为什么重要**：帮助 Claude 更智能地整理杂乱的本地文件系统。
- **直接链接**：github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md
## 23. Apollo Automation（Apollo 自动化）
一个更具体的操作技能，专为 Apollo.io 潜客开发和线索丰富工作流而构建。
- **为什么重要**：这是垂直 SaaS 行动技能的有力示例。
- **直接链接**：github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md
# 更多值得挖掘的直接技能来源
在当前的搜索结果中，这些不全是单一的 SKILL.md 页面，但它们是可安装技能和发现的强力来源。
## 24. artifacts-builder（制品构建器）
一个前端制品生成技能，在 BehiSecc 的精选集合中被重点推荐。
- **为什么重要**：推动 Claude 产出精致的 HTML 制品输出。
- **发现来源**：github.com/BehiSecc/awesome-claude-skills
## 25. using-git-worktrees（使用 Git 工作树）
一个利基技能，但对于并行的 AI 辅助开发来说，是一个非常真实的生产力倍增器。
- **为什么重要**：隔离的 Git 工作树可以减少分支混乱。
- **发现来源**：github.com/BehiSecc/awesome-claude-skills
## 26. aws-skills（AWS 技能）
由精选列表挖掘出的专用云工作流包。
- **为什么重要**：云工作从更狭窄的、具有基础设施感知的指导中获益良多。
- **发现来源**：github.com/BehiSecc/awesome-claude-skills
## 27. tapestry（挂毯）
一种知识网络风格的技能，用于链接和总结相关文档。
- **为什么重要**：相比平铺式的笔记堆砌，它更适合研究综合。
- **发现来源**：github.com/BehiSecc/awesome-claude-skills
## 28. research-skill（研究技能）
一个专注于持久项目范围的深度研究记忆的独立仓库。
- **为什么重要**：它能在会话压缩中幸存下来，并保持研究发现长期有效。
- **直接链接**：github.com/hec-ovi/research-skill
## 29. claude-deep-research-skill（Claude 深度研究技能）
另一个独立的深度研究仓库，包含直接克隆到 Claude 技能目录的说明。
- **为什么重要**：它表明深度研究现在已成为一个严肃的独立类别，而不仅仅是一个功能。
- **直接链接**：github.com/199-biotechnologies/claude-deep-research-skill
## 30. wondelai skills（Wondelai 技能）
一个包含 42 个技能的集合，涵盖 UX、市场营销、产品策略、销售、运营、病毒式传播、代码质量和系统架构。
- **为什么重要**：当你需要更广泛的业务和产品覆盖范围，而不仅仅是编码技能时，它非常有用。
- **直接链接**：github.com/wondelai/skills/blob/main/CLAUDE.md
## 31. trending-skills（趋势技能）
一个实时的发现层，用于追踪生态系统中真正获得关注的技能。
- **为什么重要**：这是摆脱陈旧列表并找到当下热点最快的方法之一。
- **直接链接**：github.com/aradotso/trending-skills
## 32. VoltAgent awesome-agent-skills（VoltAgent 精选代理技能）
最大的跨代理集合之一，不仅限于 Claude。
- **为什么重要**：如果你需要在 Claude Code、Codex、Gemini CLI、Cursor 等平台之间移植技能，这非常有用。
- **直接链接**：github.com/VoltAgent/awesome-agent-skills
# 最佳“贾维斯”技术栈
真正的强力举措不是安装随机的技能，而是组合多层能力。
## 构建者技术栈
- doc-coauthoring - github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md
- app-docs - github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md
- research-skill - github.com/hec-ovi/research-skill
- skill-creator - github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md
## 操作者技术栈
- connect-apps - github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md
- file-organizer - github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md
- claude-deep-research-skill - github.com/199-biotechnologies/claude-deep-research-skill
- Apollo Automation - github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md
## 知识技术栈
- Skill_Seekers - github.com/yusufkaraaslan/Skill_Seekers
- enhancing-authors - github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md
- content-research-writer - github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md
- wondelai skills - github.com/wondelai/skills/blob/main/CLAUDE.md
# 结语
如果文章中提到了一个技能，就应该链接到该技能。现在已经修复了。
更重要的一点依然成立：当你混合使用官方技能、大型社区库、奇怪的利基注册表和独立的专家仓库，而不是仅仅局限于一个 GitHub 书签时，Claude 会变得有趣得多。
## 如果你觉得这篇文章有用：
- 收藏这篇文章。链接会变，新仓库每周都会冒出来 —— 你需要将其作为参考。
- 点赞并转发上面的帖子，帮助其他构建者逃离聊天机器人陷阱。
- 关注我：@polydao，获取每周关于 AI 架构、量化交易和代理经济的深度剖析。
- 加入 TG 频道：Buzzoni Notes —— 我在这里分享我的原始提示词、自定义技能以及过早发布于 X 的 Alpha 信息。
> 别只是读一读。去构建它。从今天开始改变你的工作流。
## 相关链接
- [Mr. Buzzoni](https://x.com/polydao)
- [@polydao](https://x.com/polydao)
- [213K](https://x.com/polydao/status/2060715587387400424/analytics)
- [github.com/anthropics/skills](https://github.com/anthropics/skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/travisvn/awesome-claude-skills](https://github.com/travisvn/awesome-claude-skills)
- [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills)
- [github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills)
- [github.com/yusufkaraaslan/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)
- [github.com/majiayu000/claude-skill-registry](https://github.com/majiayu000/claude-skill-registry)
- [github.com/VoltAgent/awesome-agent-skills](https://github.com/VoltAgent/awesome-agent-skills)
- [github.com/aradotso/trending-skills](https://github.com/aradotso/trending-skills)
- [github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md)
- [github.com/anthropics/skills/blob/main/skills/docx/SKILL.md](https://github.com/anthropics/skills/blob/main/skills/docx/SKILL.md)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills)
- [githu