我用免费的 Claude 技能组建了一支 AI 员工大军

我用免费的 Claude Skills 建了一支 AI 员工军团 2026 年 6 月 10 日 · 9 分钟阅读 · 查看原文 ↗ Claude AI 自动化 营销 大多数人把 Claude 当成一个更聪明的 Google Doc 来用。 我想知道，如果我把它当成 payroll（工资单）来用，会发生什么。 不是一个提示词。不是一个「AI 代理」演示。也不是又一份随手乱塞的 hack 文件夹。 我在 Claude 内部，用免费的公开 Skills 建了一支 5 人的 AI 团队，并给每个「员工」一份工作：研究、策略、构建、运营和审计。 目标不是让 Claude 写一条线程。目标是看看一摞 Claude Skills 能不能替代初级工作里那层最乱的活：找到一个痛苦的工作流、把它变成一个小产品、创建文件、准备发布，以及检查整件事有没有 AI 味（AI slop）。 结果是令人不安的。 它没有建出一家十亿美元创业公司。但它确实建出了一套可售卖的产品包：一本 PDF 风格的指南、清单、模板、角色提示词、一个 Skill 模板、发布文案、一个 Gumroad 风格的销售页，以及一份审计报告。 疯狂的部分：这些 Skills 花了 0 美元。 那套栈长这样： 研究员 → 产品策略师 → 构建者 → 运营者 → 审计员 每个角色都有自己的 Skill 栈。每个角色都为下一个角色产出一份交接。Claude 不再像聊天机器人那样说话，而开始像一家微型公司那样运转。 转变：提示词不再是产品了 一个提示词告诉 Claude 做一次什么。 一个 Skill 教会 Claude 如何反复做一份工作。 这就是全部的游戏。 Anthropic 官方的 Skills 仓库是起点： https://github.com/anthropics/skills 他们的 Agent Skills 文档解释了那个更大的想法：Skills 是 Claude 能在相关时加载的模块化能力。 https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview 一个好的 Skill 基本上就是一份职位描述、一份 SOP、一份清单、一些例子，有时还有一些脚本或资源。 这意味着新的优势不是「谁有最长的提示词库」。 优势是「谁能建出最好的 AI 员工栈」。 实验 我给团队一个任务： 构建一个我能现实地卖给创作者、独立创始人或机构的小型数字产品。 不是「给我一些商业点子」。那样你只会拿到垃圾。 目标输出是具体的： 一个痛苦的工作流、 一个狭窄的买家、 一个清晰的承诺、 一份产品大纲、 一本指南、 一些清单、 可复制粘贴的提示词、 一个可复用的 `SKILL.md` 模板、 一个发布页、 以及一份审计报告。 团队创造的产品是： AI Employee Stack Starter Kit——一个 29 美元风格的入门套件，用于把重复工作变成 Claude Skills 和基于角色的 AI 工作流。 这听起来很简单。这就是它管用的原因。 初级员工通常不会创建整家公司。他们研究、组织、起草、打包、清理，并准备资产。那正是 Claude 团队有用武之地。 我在哪里「雇」这些员工 Claude Skills 生态很乱。没有完美的应用商店。好东西散落在官方仓库、社区清单，和随机 GitHub 项目之间。 这些是我会先收藏的枢纽： Anthropic Skills: https://github.com/anthropics/skills Alireza Rezvani Claude Skills: https://github.com/alirezarezvani/claude-skills Travis VN Awesome Claude Skills: https://github.com/travisvn/awesome-claude-skills BehiSecc Awesome Claude Skills: https://github.com/BehiSecc/awesome-claude-skills Jezweb Claude Skills: https://github.com/jezweb/claude-skills Skill_Seekers: https://github.com/yusufkaraaslan/Skill_Seekers Claude Skill Registry: https://github.com/majiayu000/claude-skill-registry VoltAgent Awesome Agent Skills: https://github.com/VoltAgent/awesome-agent-skills Trending Skills: https://github.com/aradotso/trending-skills Composio Claude Skills: https://github.com/ComposioHQ/awesome-claude-skills Composio Codex Skills: https://github.com/ComposioHQ/awesome-codex-skills 员工 #1：研究员 研究员只有一份工作： 找到一个人们已经在花时间或花钱解决的痛苦工作流。 不是趋势。不是创业点子。痛苦的工作流。 这个角色最好的链接： Research Skill: https://github.com/hec-ovi/research-skill Claude Deep Research Skill: https://github.com/199-biotechnologies/claude-deep-research-skill Content Research Writer: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/content-research-writer/SKILL.md WondelAI Skills: https://github.com/wondelai/skills/blob/main/CLAUDE.md 我用过的提示词： 它找到的关键洞察： 人们不需要更多提示词。他们需要一种可重复的方式，把自己工作流转化成可复用的 AI 员工。 那成了产品。 员工 #2：产品策略师 策略师的工作是杀掉模糊的想法。 「终极 AI 生产力系统」不是一个产品。它是雾。 一个真正的产品需要一个买家、一个痛点，和一个前后对比。 有用的链接： Doc Co-Authoring: https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md Skill Creator: https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md Enhancing Authors: https://github.com/majiayu000/claude-skill-registry/blob/main/skills/other/other/enhancing-authors/SKILL.md 我用过的提示词： 输出： AI Employee Stack Starter Kit 承诺： 用一个重复的工作流，通过 Claude Skills、角色提示词、清单和可复用 Skill 模板，变成一个 5 角色的 AI 员工系统。 交付物： 5 张 AI 员工角色卡、 5 个可复制粘贴的提示词、 1 个 `SKILL.md` 模板、 1 张工作流画布、 1 份审计清单、 1 份销售页草稿。 员工 #3：构建者 构建者只有一条规则： 别解释你会构建什么。把文件建出来。 这是工作流开始不再像聊天、而开始像生产的地方。 有用的链接： Frontend Design: https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md DOCX Skill: https://github.com/anthropics/skills/blob/main/skills/docx/SKILL.md Official Skills repo: https://github.com/anthropics/skills Jezweb App Docs: https://github.com/jezweb/claude-skills/blob/main/plugins/dev-tools/skills/app-docs/SKILL.md 构建者提示词： 构建者创建了真正的产品包。 不是建议。是资产。 员工 #4：运营者 运营者处理那层无聊的发布活：文件结构、销售文案、反对意见、线索标准、发布帖子，和履约。 有用的链接： Connect Apps: https://github.com/ComposioHQ/awesome-codex-skills/blob/master/connect-apps/SKILL.md File Organizer: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/file-organizer/SKILL.md Apollo Automation: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/apollo-automation/SKILL.md Popup CRO: https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/popup-cro/SKILL.md 运营者提示词： 这个角色重要，是因为「一个产品」不只是文件。 它是包装。 员工 #5：审计员 这是最重要的员工。 没有审计员，整件事就变成一个 AI 垃圾工厂。 有用的链接： Skill Security Auditor: https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skill-security-auditor/SKILL.md Security Best Practices: https://github.com/alirezarezvani/claude-skills/blob/main/SECURITY.md Plugin Audit: https://github.com/alirezarezvani/claude-skills/blob/main/commands/plugin-audit.md Tech Debt Tracker: https://github.com/alirezarezvani/claude-skills/blob/main/engineering/tech-debt-tracker/SKILL.md Reflect Skill: https://github.com/alirezarezvani/claude-skills/blob/main/productivity/reflect/skills/reflect/SKILL.md 审计员提示词： 那次审计很痛。 它标记出承诺太宽、提示词包需要更好的例子，以及销售页听起来太自动化。 这正是这个角色管用的原因。 一个没有 QA 的 Claude 团队，只会更快地产出自信的垃圾。 把它串在一起的路由器提示词 秘密不是一个超大型提示词。 秘密是让 Claude 像一个幕僚长（Chief of Staff）那样行动。 这改变了一切。 Claude 不再倾倒文本，而开始让工作穿过一条管线。 那个令人不安的结论 Claude Skills 不只是个功能。 它们是一种劳动力格式。 一个提示词是一个请求。 一个 Skill 是可复用的 worker 记忆。 一摞 Skills 是一个操作系统。 一摞角色是一个团队。 这就是为什么它感觉跟普通的 AI 炒作不一样。 下一波不是人们在收集提示词。 是人们在收集员工。 一个做研究。 一个做策略。 一个做构建。 一个做运营。 一个做审计。 然后把它们串成能产出真实资产的工作流。 Skills 本身花 0 美元，因为仓库是公开的。你的 Claude 套餐、API 用量和外部工具是另算的。 但重要的转变是这个： 我不再向 Claude 要答案。 我开始给它工作。 想分析预测市场，看看我们的 Polymarket 钱包检查器 Predicts.guru。 而就在那一刻，它变得有用到足以构建出一些我真正能卖的东西。 ## 提示词 ``` You are my AI Auditor. Find every reason this product is not ready to sell. Be harsh, specific, and useful. Audit for: 1. Buyer confusion 2. Generic AI language 3. Unsupported claims 4. Missing instructions 5. Weak examples 6. Refund risk 7. Security/privacy concerns 8. Overpromising 9. Unclear deliverables 10. Anything that feels unfinished Output: - Score from 1 to 10 - Top 10 problems - Exact fixes - What to remove - What to rewrite - Ready-to-ship verdict ``` ``` You are my AI Builder. Turn this product strategy into real buyer-ready files. Create Markdown files: 1. README.md 2. START_HERE.md 3. ROLE_CARDS.md 4. PROMPT_PACK.md 5. SKILL_TEMPLATE.md 6. WORKFLOW_CANVAS.md 7. AUDIT_CHECKLIST.md 8. SALES_PAGE.md 9. LAUNCH_POSTS.md Rules: - Clear headings. - No generic AI productivity language. - Every file must be useful alone. - Include examples. ``` ``` You are my AI Operator. Prepare this product for a simple launch. Create: 1. Final file structure 2. Product page copy 3. 5 X launch posts 4. 10 buyer objections and replies 5. Lead list criteria 6. Fulfillment checklist 7. What to track after launch Rules: - No fake revenue. - No fake testimonials. - No guru hype. - Make everything copy/paste ready. ``` ``` You are my AI Product Strategist. Use the research below to create one narrow digital product. Do not create a generic ebook, course, or vague AI system. Create: 1. Product name 2. One-sentence promise 3. Target buyer 4. Exact painful workflow solved 5. Deliverables 6. Price recommendation 7. Why someone would buy today 8. Why someone would not buy 9. Refund risk 10. Minimum version I can build in one night Rule: the product must solve one workflow, not a whole life. ``` ``` You are the Chief of Staff for my 5-person AI team. Team: 1. Researcher — finds painful workflows and buyer language 2. Product Strategist — turns research into one narrow product 3. Builder — creates files and product assets 4. Operator — prepares launch and fulfillment 5. Auditor — prevents AI slop Mission: [GOAL] Rules: - Do not skip roles. - Each role must produce a handoff. - Include assumptions and open questions. - Auditor reviews before anything is done. - Optimize for sellable quality, not volume. Output: Current role, objective, inputs, work completed, handoff, risks, next action. ``` ``` You are my AI Researcher. Your job is not to give me ideas. Your job is to find painful, repeated workflows that people already spend money or time solving. Research this niche: [NICHE] Output: 1. Buyer profile 2. Pain map 3. Current workaround 4. What people hate about existing solutions 5. Exact buyer language 6. Five narrow product opportunities 7. Risk check for each idea Rules: - Do not invent fake data. - Separate observations from assumptions. - Prefer narrow workflows over broad AI business ideas. - End with the single most monetizable pain. ``` ## 链接 - github.com/anthropics/skills (https://github.com/anthropics/skills) - platform.claude.com/docs/en/agents-and-tools/agent-skills/overview (https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview) - 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/ComposioHQ/awesome-claude-skills (https://github.com/ComposioHQ/awesome-claude-skills) - github.com/ComposioHQ/awesome-codex-skills (https://github.com/ComposioHQ/awesome-codex-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/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) - 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/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/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/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/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/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/alirezarezvani/claude-skills/blob/main/marketing-skill/popup-cro/SKILL.md (https://github.com/alirezarezvani/claude-skills/blob/main/marketing-skill/popup-cro/SKILL.md) - github.com/alirezarezvani/claude-skills/blob/main/engineering/skill-security-auditor/SKILL.md (https://github.com/alirezarezvani/claude-skills/blob/main/engineering/skill-security-auditor/SKILL.md) - github.com/alirezarezvani/claude-skills/blob/main/SECURITY.md (https://github.com/alirezarezvani/claude-skills/blob/main/SECURITY.md) - github.com/alirezarezvani/claude-skills/blob/main/commands/plugin-audit.md (https://github.com/alirezarezvani/claude-skills/blob/main/commands/plugin-audit.md) - github.com/alirezarezvani/claude-skills/blob/main/engineering/tech-debt-tracker/SKILL.md (https://github.com/alirezarezvani/claude-skills/blob/main/engineering/tech-debt-tracker/SKILL.md) - github.com/alirezarezvani/claude-skills/blob/main/productivity/reflect/skills/reflect/SKILL.md (https://github.com/alirezarezvani/claude-skills/blob/main/productivity/reflect/skills/reflect/SKILL.md) - Predicts.guru (https://Predicts.guru) 标签：# X # Claude # AI # Automation # Marketing # Growth # Thread # Guide 相关文章 How to design an AI agent How I Use Claude Fable 5 to Build $10k/Mo Faceless AI Story Channels The Production AI Stack for Solo Builders