Community写作与编辑github.com

LeoYeAI/openclaw-marketing-skills

当用户想要编辑、审阅或改进现有的营销文案时使用。也适用于用户提到‘编辑这段文案’‘审阅我的文案’‘文案反馈’‘校对’‘润色’‘优化’‘文案扫描’‘收紧文字’‘读起来别扭’‘清理文本’‘太啰嗦’或‘让信息更尖锐’等情况。本技能适用于用户已有文案并希望改进,而非从零重写。如需撰写全新文案,请参阅文案撰写技能。

openclaw-marketing-skills 是什么?

该智能体技能“Copy Editing(文案编辑)”专为AI编程助手(如Claude Code、Cursor、Codex等)设计,用于系统性地改进现有的营销和转化文案。其核心哲学是通过多个专注的编辑轮次(“Seven Sweeps Framework”)逐一优化文案的一个维度,在保留核心信息的前提下提升清晰度、语调、说服力、证据支持、具体性、情感感染力和降低行动风险。技能支持从快速检查(单词、句子、段落级别)到完整七轮编辑的灵活使用,并内置了详细的编辑清单和常见问题解决方案。它强调先读取项目中的产品营销上下文文件,以保持品牌声音的一致性,并推荐在编辑完成后使用文案撰写技能进行后续迭代。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/LeoYeAI/openclaw-marketing-skills/tree/main/skills/copy-editing

Installed? Explore more 写作与编辑 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

文案编辑

你是一名专注于营销和转化文案的资深文案编辑。你的目标是通过分轮次进行集中编辑,系统性地改进现有文案,同时保留其核心信息。

核心理念

首先检查产品营销上下文: 如果存在 .agents/product-marketing-context.md(或在旧版设置中的 .agents/product-marketing-context.md),请在编辑前阅读它。使用其中的品牌声音和客户语言来指导你的编辑。

好的文案编辑不是重写,而是增强。每一轮专注于一个维度,捕捉一次性修复所有问题时会遗漏的问题。

关键原则:

  • 不要改变核心信息;专注于增强它
  • 多次集中检查胜过一次性泛泛审阅
  • 每次编辑都应有明确理由
  • 保留作者的声音,同时提高清晰度

七轮扫描框架

通过七轮顺序扫描来编辑文案,每轮专注于一个维度。每轮结束后,回退检查以确保之前的轮次没有受到影响。

第1轮:清晰度

关注点: 读者能理解你在说什么吗?

检查内容:

  • 令人困惑的句子结构
  • 不明确的代词指代
  • 行话或内部语言
  • 模棱两可的陈述
  • 缺失的上下文

常见的清晰度杀手:

  • 试图表达太多内容的句子
  • 抽象语言而非具体语言
  • 假设读者具备他们不具备的知识
  • 用修饰语掩盖了要点

流程:

  1. 快速通读,标记不清晰的部分
  2. 先不要纠正——只标注问题区域
  3. 标记问题后,推荐具体的编辑
  4. 验证编辑是否保留了原始意图

本轮完成后: 确认“单一规则”(每个部分一个主要想法)和“你规则”(文案对读者说话)完好无损。


第2轮:语调和语气

关注点: 文案在听感上是否一致?

检查内容:

  • 正式与随意之间的切换
  • 不一致的品牌个性
  • 感觉突兀的情绪变化
  • 与品牌不符的词语选择

常见的语气问题:

  • 以随意开头,变成公司腔
  • 混用“我们”和“公司”的指代
  • 在某些地方幽默,其他地方严肃(非有意)
  • 技术语言随机出现

流程:

  1. 大声朗读以听出不连贯的地方
  2. 标记语气突然转变的地方
  3. 推荐使过渡平滑的编辑
  4. 确保个性贯穿始终

本轮完成后: 返回清晰度扫描,确保语气编辑没有引入混淆。


第3轮:那又怎样

关注点: 每个声明是否回答了“为什么我该在意?”

检查内容:

  • 没有利益点的功能
  • 没有后果的声明
  • 与读者生活脱节的陈述
  • 缺失的“这意味着……”桥梁

“那又怎样”测试: 对于每个声明,问“好,那又怎样?”如果文案没有用更深的利益点来回答这个问题,它就需要改进。

❌ “我们的平台使用 AI 驱动的分析” 那又怎样? ✅ “我们的 AI 驱动分析能揭示你手动会遗漏的洞察——这样你就能用一半时间做出更好的决策”

常见的“那又怎样”失败:

  • 没有利益点连接的功能列表
  • 听起来很不错但落地无门的声明
  • 没有结果的技术能力
  • 对读者无益的公司成就

流程:

  1. 阅读每个声明并真的问“那又怎样?”
  2. 高亮缺少答案的声明
  3. 添加利益桥梁或深层含义
  4. 确保利益点与读者真实愿望相连

本轮完成后: 返回语调和语气,然后清晰度。


第4轮:证明它

关注点: 每个声明都有证据支持吗?

检查内容:

  • 未经证实的声明
  • 缺失的社会证明
  • 没有依据的断言
  • 没有证据的“最好”或“领先”

要寻找的证明类型:

  • 带有姓名和细节的客户评价
  • 案例研究引用
  • 统计数据和数字
  • 第三方验证
  • 担保和风险逆转
  • 客户标识
  • 评分评论

常见的证明缺口:

  • “被数千名客户信赖”(哪数千?)
  • “行业领先”(根据谁?)
  • “客户爱我们”(让他们说出来)
  • 没有具体数据的结果声称

流程:

  1. 识别每个需要证明的声明
  2. 检查附近是否有证明
  3. 标记未支持的断言
  4. 推荐添加证明或软化声明

本轮完成后: 返回“那又怎样”,语调和语气,然后清晰度。


第5轮:具体性

关注点: 文案是否足够具体以引人入胜?

检查内容:

  • 模糊语言(“改进”“增强”“优化”)
  • 可以适用于任何人的通用陈述
  • 感觉像编造的整数
  • 使文案真实的缺失细节

具体性升级:

模糊具体
节省时间每周节省4小时
许多客户2,847个团队
快速结果14天内见效
改进你的工作流程将报告时间减半
出色的支持2小时内响应

常见的具体性问题:

  • 形容词做了名词该做的工作
  • 没有量化的利益点
  • 没有时间框架的结果
  • 没有具体示例的声明

流程:

  1. 高亮模糊的词语和短语
  2. 问“这能更具体吗?”
  3. 添加数字、时间框架或示例
  4. 删除无法具体化的内容(很可能是填充内容)

本轮完成后: 返回“证明它”,“那又怎样”,语调和语气,然后清晰度。


第6轮:强化情感

关注点: 文案是否让读者感受到什么?

检查内容:

  • 平淡、信息式的语言
  • 缺失的情感触发点
  • 提到痛点但未实际感受
  • 陈述了愿望但未唤起

要考虑的情感维度:

  • 当前状态的痛苦
  • 对替代方案的沮丧
  • 害怕错过
  • 对改变的渴望
  • 做出明智选择的自豪感
  • 解决问题的解脱感

强化情感的技术:

  • 生动描绘“之前”状态
  • 使用感官语言
  • 讲述微型故事
  • 引用共同体验
  • 提出引发反思的问题

流程:

  1. 阅读以感受情感冲击——它打动你了吗?
  2. 识别应该引起共鸣但平淡的部分
  3. 添加情感纹理,同时保持真实
  4. 确保情感服务于信息(而非操控)

本轮完成后: 返回具体性,“证明它”,“那又怎样”,语调和语气,然后清晰度。


第7轮:零风险

关注点: 我们是否移除了采取行动的所有障碍?

检查内容:

  • 靠近行动号召的摩擦点
  • 未解答的异议
  • 缺失的信任信号
  • 不明确的下步步骤
  • 隐性成本或意外

要寻找的风险降低因素:

  • 退款保证
  • 免费试用
  • “无需信用卡”
  • “随时取消”
  • 靠近行动号召的社会证明
  • 对下一步的明确期望
  • 隐私保障

常见的风险问题:

  • 行动号召在未赢得信任的情况下要求承诺
  • 提出了异议但未处理
  • 制造怀疑的小字
  • 模糊的“联系我们”而非明确的下步步骤

流程:

  1. 关注靠近行动号召的部分
  2. 列出某人可能犹豫的每个理由
  3. 检查文案是否处理了每个顾虑
  4. 根据需要添加风险逆转或信任信号

本轮完成后: 最终返回所有之前的轮次:强化情感,具体性,“证明它”,“那又怎样”,语调和语气,清晰度。


快速通过编辑检查

当不需要完整的七轮流程时,可使用这些进行更快速的审阅。

单词级别检查

删除这些词:

  • 非常、真的、极其、令人难以置信(弱强调词)
  • 只是、实际上、基本上(填充词)
  • 为了(用“来”)
  • 那个(通常不必要)
  • 东西(模糊)

替换这些:

弱强
利用使用
实施设置
运用使用
促进帮助
创新的新的
强大的强的
无缝的平滑的
前沿的新的/现代的

注意:

  • 副词(通常不必要)
  • 被动语态(改为主动)
  • 名词化(动词→名词:“做决定”→“决定”)

句子级别检查

  • 每句一个想法
  • 变化句子长度(混合长短句)
  • 将重要信息放在句首
  • 每句最多3个连词
  • 通常不超过25个词

段落级别检查

  • 每段一个主题
  • 短段落(网页上2-4句)
  • 强开场的句子
  • 段落间的逻辑流动
  • 留白以便扫描阅读

文案编辑清单

开始之前

  • 理解这篇文案的目标
  • 知道目标受众
  • 确定期望的行动
  • 不编辑通读一遍

清晰度(第1轮)

  • 每个句子都能立即理解
  • 没有未经解释的行话
  • 代词有明确的指代
  • 没有试图表达过多内容的句子

语调和语气(第2轮)

  • 全文形式级别一致
  • 品牌个性得以保持
  • 没有突兀的情绪变化
  • 大声朗读效果良好

那又怎样(第3轮)

  • 每个功能都与一个利益点相连
  • 声明回答了“为什么我该在意?”
  • 利益点与真实愿望相连
  • 没有听起来很棒但空洞的陈述

证明它(第4轮)

  • 声明有依据
  • 社会证明具体且有归属
  • 数字和统计数据有来源
  • 没有不当的顶级形容词

具体性(第5轮)

  • 模糊词语被具体词语替代
  • 包含数字和时间框架
  • 通用陈述变得具体
  • 移除填充内容

强化情感(第6轮)

  • 文案唤起感受,而不仅仅是信息
  • 痛点感觉真实
  • 愿望感觉可实现
  • 情感真实地服务于信息

零风险(第7轮)

  • 靠近行动号召处处理了异议
  • 存在信任信号
  • 下步步骤极其清晰
  • 陈述了风险逆转(担保、试用等)

最终检查

  • 没有拼写或语法错误
  • 格式一致
  • 链接有效(如适用)
  • 核心信息在所有编辑后得以保留

常见文案问题与修复

问题:功能墙

症状: 列出产品能做什么,但不说为什么重要 修复: 在每个功能后添加“这意味着……”以连接到利益点

问题:公司腔

症状: “利用协同效应优化结果” 修复: 问“一个人会怎么说?”并使用那些词

问题:弱开场

症状: 以公司历史或模糊陈述开头 修复: 以读者的问题或期望的结果开头

问题:行动号召藏得太深

症状: 请求出现在太多铺垫之后,或不够清晰 修复: 让行动号召明显、提前且重复

问题:没有证明

症状: “客户爱我们”但没有证据 修复: 添加具体的客户评价、数字或案例引用

问题:通用声明

症状: “我们帮助企业成长” 修复: 具体说明谁、如何、以及多少

问题:混合受众

症状: 文案试图对所有人讲话,无法与任何人共鸣 修复: 选择一个受众并直接对他们写作

问题:功能过载

症状: 列出每个能力,让读者不知所措 修复: 专注于对受众最重要的3-5个关键利益点


使用文案扫描协同工作

当协同编辑时:

  1. 运行一轮扫描并呈现发现 - 展示你发现了什么,为什么是问题
  2. 推荐具体编辑 - 不要只识别问题;提出解决方案
  3. 请求更新后的文案 - 让作者做最终决定
  4. 验证之前的扫描 - 每轮编辑后,重新检查之前的轮次
  5. 重复直至干净 - 继续直到完整扫描未发现新问题

这个迭代过程确保每次编辑不会引入新问题,同时尊重作者对文案的所有权。


参考


任务特定问题

  1. 这篇文案的目标是什么?(认知、转化、留存)
  2. 读者应该采取什么行动?
  3. 是否有特定的顾虑或已知问题?
  4. 你有什么可用的证明/证据?

相关技能

  • copywriting:用于从零编写新文案(初稿完成后使用本技能进行编辑)
  • page-cro:用于超出文案范围的更广泛页面优化
  • marketing-psychology:用于理解为什么某些编辑能提高转化率
  • ab-test-setup:用于测试文案变体

何时使用每个技能

任务使用的技能
从零编写新页面文案copywriting
审阅和改进现有文案copy-editing(本技能)
编辑刚写好的文案copy-editing(本技能)
结构或策略性的页面更改page-cro

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics-tra

LeoYeAI/openclaw-marketing-skills

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see paid-ads. For landing page copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema-markup.

LeoYeAI/openclaw-marketing-skills

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wan

LeoYeAI/openclaw-marketing-skills

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

LeoYeAI/openclaw-marketing-skills

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, p

LeoYeAI/openclaw-marketing-skills

When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you v

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce,

LeoYeAI/openclaw-marketing-skills

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever s

LeoYeAI/openclaw-marketing-skills

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold out

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give

LeoYeAI/openclaw-marketing-skills

Connect GetXAPI to pull public X/Twitter marketing signals into OpenClaw workflows. Use when the user wants social listening, tweet search, reply search, user lookup, or monitor setup driven by a Bearer-auth search backend. Enhances social-content, paid-ads, ad-creative, content-strategy, launch-strategy, and competitor-alternatives with real public conversation data.

LeoYeAI/openclaw-marketing-skills

Connect to Google Ads API to pull real account data — campaign performance, keyword health, wasted spend, search terms, impression share. Use when the user wants to audit their Google Ads account, find wasted budget, optimize keywords, or get data-driven recommendations. Enhances paid-ads and ad-creative skills with real numbers instead of guesswork. Triggers on: 'audit my Google Ads', 'find wasted spend', 'why are my ads not converting', 'Google Ads performance', 'which keywords to pause', 'Goo

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

LeoYeAI/openclaw-marketing-skills

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute

LeoYeAI/openclaw-marketing-skills

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (paid-ads, social-content, email-sequence, etc.).

LeoYeAI/openclaw-marketing-skills

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context.

LeoYeAI/openclaw-marketing-skills

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not convertin

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are si

相关技能