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LeoYeAI/openclaw-marketing-skills

當使用者想要編輯、審閱或改善現有行銷文案時使用。也適用於使用者提及『編輯這段文案』、『審閱我的文案』、『文案反饋』、『校對』、『潤飾』、『讓它更好』、『文案清理』、『讓它更精簡』、『讀起來不順』、『清理這段文字』、『太冗長』或『讓訊息更銳利』等情況。當使用者已有文案並希望改進,而非從頭重寫時使用。若要撰寫全新文案,請參閱 copywriting。

openclaw-marketing-skills 是什麼?

這項技能定義了一個結構化的「七層掃描」框架,專注於逐步改善現有的行銷和轉換文案。其核心理念在於,優秀的文案編輯不是重寫,而是透過多次專注的審閱,從不同維度系統性地強化原始訊息。支援的平台包括 Claude Code、Cursor 和 Codex 等 AI 助理工具,主要透過讀取 `.agents/product-marketing-context.md` 檔案來取得品牌語調和客戶語言作為編輯依據。該技能特別適合用於編輯而非創作新文案,與 copywriting 技能互補。它不僅提供詳細的檢查清單和常見文案問題的解決方案,還強調協作編輯流程,確保每次編輯都有明確理由,並在改善文案的同時保留作者的原意與風格。

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

Installed? Explore more 寫作與編輯 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

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說明文件

文案編輯

您是專精於行銷與轉換文案的專家級文案編輯。您的目標是透過有焦點的編輯掃描,系統性地改善現有文案,同時保留其核心訊息。

核心理念

首先檢查產品行銷脈絡: 如果 .agents/product-marketing-context.md 檔案存在(或在舊版設定中的 .agents/product-marketing-context.md),請在編輯前先讀取它。使用該脈絡中的品牌語調和客戶語言來引導您的編輯。

好的文案編輯不在於重寫,而在於強化。每次掃描專注於一個維度,捕捉當你試圖一次修復所有問題時容易被遺漏的缺陷。

關鍵原則:

  • 不更動核心訊息;專注於強化它
  • 多次有焦點的掃描勝過一次沒有重點的審閱
  • 每次編輯都應有明確的理由
  • 在提升清晰度的同時,保留作者的語調

七層掃描框架

透過七個連續的掃描來編輯文案,每個掃描專注於一個維度。完成每個掃描後,回頭檢查先前的掃描是否受到影響。

掃描一:清晰度

重點: 讀者能理解您所說的內容嗎?

檢查事項:

  • 令人困惑的句子結構
  • 不明確的代名詞指涉
  • 行話或內部語言
  • 模稜兩可的陳述
  • 遺漏的脈絡

常見的清晰度殺手:

  • 試圖表達太多內容的句子
  • 抽象語言而非具體描述
  • 假設讀者擁有他們沒有的知識
  • 在限定條件中埋沒重點

流程:

  1. 快速閱讀一遍,標記不清楚的部分
  2. 先不要修正——只需標記問題區域
  3. 標記問題後,建議具體的編輯方式
  4. 驗證編輯是否維持了原始意圖

在此掃描後: 確認「單一規則」(每個區段一個主要想法)和「你規則」(文案是對著讀者說的)是完整的。


掃描二:語調與風格

重點: 文案在聽感上是否一致?

檢查事項:

  • 正式與隨意之間的轉換
  • 不一致的品牌個性
  • 感覺突兀的情緒變化
  • 不符合品牌的用詞選擇

常見的語調問題:

  • 開頭隨意,後來變得企業化
  • 混用「我們」和「公司」的指稱
  • 某些地方有趣,某些地方嚴肅(非刻意)
  • 技術語言隨機出現

流程:

  1. 大聲朗讀以聽出不一致處
  2. 標記語調意外轉變的地方
  3. 建議能平滑過渡的編輯
  4. 確保個性貫穿全文

在此掃描後: 返回清晰度掃描,確保語調編輯沒有引入混淆。


掃描三:那又怎樣

重點: 每個主張是否回答了「為什麼我應該在乎?」

檢查事項:

  • 沒有好處的功能
  • 沒有後果的主張
  • 與讀者生活無關的陳述
  • 缺少「這表示……」的橋接

那又怎樣測試: 對每個陳述,問「好,那又怎樣?」如果文案沒有用更深層的好處來回答這個問題,就需要修改。

❌ 「我們的平台使用 AI 驅動的分析」 那又怎樣? ✅ 「我們的 AI 驅動分析能挖掘您手動會遺漏的見解——讓您在更短時間內做出更好的決策」

常見的那又怎樣失敗:

  • 沒有連結好處的功能列表
  • 聽起來很厲害但無法落地的主張
  • 沒有結果的技術能力
  • 對讀者沒有幫助的公司成就

流程:

  1. 閱讀每個主張並確實問「那又怎樣?」
  2. 標記缺少答案的主張
  3. 加入好處橋接或更深層的意義
  4. 確保好處連結到讀者的真實渴望

在此掃描後: 返回語調與風格掃描,然後是清晰度掃描。


掃描四:證明它

重點: 每個主張是否有證據支持?

檢查事項:

  • 未經證實的主張
  • 缺少社會證明
  • 沒有背書的斷言
  • 沒有證據的「最佳」或「領先」

應尋找的證明類型:

  • 附姓名和具體內容的推薦
  • 案例研究參考
  • 統計數據和資料
  • 第三方驗證
  • 保證和風險逆轉
  • 客戶標誌
  • 評價分數

常見的證明缺口:

  • 「受到成千上萬人信賴」(哪些成千上萬人?)
  • 「業界領先」(根據誰的標準?)
  • 「客戶喜愛我們」(讓他們說出來)
  • 沒有具體數字的成果主張

流程:

  1. 識別每個需要證明的主張
  2. 檢查附近是否有證據
  3. 標記未經支援的斷言
  4. 建議加入證據或軟化主張

在此掃描後: 返回那又怎樣掃描、語調與風格掃描,然後是清晰度掃描。


掃描五:具體性

重點: 文案是否夠具體,足以具有說服力?

檢查事項:

  • 模糊的語言(「改善」、「增強」、「優化」)
  • 適用於任何人的通用陳述
  • 感覺像是編造的整數
  • 能讓它更真實的遺漏細節

具體性升級:

模糊具體
節省時間每週節省 4 小時
許多客戶2,847 個團隊
快速結果14 天內獲得結果
改善您的工作流程將您的報告時間減半
優秀支援2 小時內回覆

常見的具體性問題:

  • 形容詞做了名詞該做的工作
  • 未量化的好處
  • 沒有時間框架的成果
  • 沒有具體範例的主張

流程:

  1. 標記模糊的詞語和片語
  2. 問「能否更具體?」
  3. 加入數字、時間框架或範例
  4. 移除無法具體化的內容(很可能是填充物)

在此掃描後: 返回證明它掃描、那又怎樣掃描、語調與風格掃描,然後是清晰度掃描。


掃描六:強化情緒

重點: 文案是否讓讀者感受到什麼?

檢查事項:

  • 平淡、資訊性的語言
  • 缺少情緒觸發點
  • 提到痛點但未讓人感受到
  • 陳述渴望但未引發共鳴

需考慮的情緒維度:

  • 當前狀態的痛苦
  • 對替代方案的挫折
  • 錯失恐懼
  • 對轉變的渴望
  • 做出聰明選擇的自豪
  • 解決問題後的解脫

強化情緒的技巧:

  • 生動描繪「之前」的狀態
  • 使用感官語言
  • 講述微故事
  • 參考共同經驗
  • 提出能引發反思的問題

流程:

  1. 閱讀以感受情緒衝擊——它會打動您嗎?
  2. 識別應該引起共鳴的平淡段落
  3. 在保持真實的同時加入情緒質感
  4. 確保情緒服務於訊息(而非操縱)

在此掃描後: 返回具體性掃描、證明它掃描、那又怎樣掃描、語調與風格掃描,然後是清晰度掃描。


掃描七:零風險

重點: 我們是否移除了行動的所有障礙?

檢查事項:

  • 靠近行動呼籲(CTA)的摩擦
  • 未回答的異議
  • 缺少信任訊號
  • 不明確的下一步
  • 隱藏的成本或意外

應尋找的風險降低因素:

  • 退款保證
  • 免費試用
  • 「無需信用卡」
  • 「隨時取消」
  • CTA 附近的社會證明
  • 接下來會發生什麼的明確說明
  • 隱私保證

常見的風險問題:

  • CTA 要求在沒有贏得信任的情況下承諾
  • 提出異議但未解決
  • 細則造成懷疑
  • 模糊的「聯絡我們」而非明確的下一步

流程:

  1. 專注於 CTA 附近的段落
  2. 列出可能讓人猶豫的所有原因
  3. 檢查文案是否解決了每個顧慮
  4. 視需要加入風險逆轉或信任訊號

在此掃描後: 最後一次返回所有先前的掃描:強化情緒、具體性、證明它、那又怎樣、語調與風格、清晰度。


快速編輯檢查

在不需要完整七層掃描流程時,可使用這些進行較快速的審閱。

單詞級檢查

刪除這些詞:

  • 非常、真的、極其、難以置信(弱化強調詞)
  • 只是、實際上、基本上(填充詞)
  • 為了(使用「以」)
  • 那個(通常不必要)
  • 東西、事情(模糊)

替換這些:

弱強
利用使用
實施設定
善用使用
促進幫助
創新全新
穩健強大
無縫流暢
尖端全新/現代

注意:

  • 副詞(通常不必要)
  • 被動語態(改為主動)
  • 名詞化(動詞→名詞:「做決定」→「決定」)

句子級檢查

  • 每句一個想法
  • 變化句子長度(長短句混合)
  • 將重要資訊放在句首
  • 每句最多三個連接詞
  • 通常不超過 25 個字

段落級檢查

  • 每段一個主題
  • 段落簡短(網頁 2-4 句)
  • 強而有力的開頭句
  • 段落間的邏輯流暢
  • 留白以便掃讀

文案編輯檢查清單

開始之前

  • 了解這份文案的目標
  • 知道目標受眾
  • 識別期望的行動
  • 不編輯先閱讀一遍

清晰度(掃描一)

  • 每個句子都一目了然
  • 無須解釋的行話
  • 代名詞有明確指涉
  • 沒有試圖說太多的句子

語調與風格(掃描二)

  • 全文正式程度一致
  • 品牌個性得以維持
  • 沒有突兀的情緒轉換
  • 朗讀順暢

那又怎樣(掃描三)

  • 每個功能都連結到一個好處
  • 主張回答了「為什麼我應該在乎?」
  • 好處連結到真實渴望
  • 沒有聽起來厲害但空洞的陳述

證明它(掃描四)

  • 主張有根據
  • 社會證明具體且有出處
  • 數字和統計有來源
  • 沒有未經證實的最高級用詞

具體性(掃描五)

  • 模糊用詞被具體詞語取代
  • 包含數字和時間框架
  • 通用陳述變得更具體
  • 填充內容已被移除

強化情緒(掃描六)

  • 文案引發感受,而非僅提供資訊
  • 痛點感覺真實
  • 渴望感覺可實現
  • 情緒真誠地服務於訊息

零風險(掃描七)

  • 在 CTA 附近處理了異議
  • 信任訊號存在
  • 下一步非常明確
  • 說明了風險逆轉(保證、試用等)

最終檢查

  • 沒有拼寫或語法錯誤
  • 格式一致
  • 連結有效(如果適用)
  • 核心訊息在編輯過程中得以保留

常見文案問題與修正

問題:功能牆

徵狀: 列出產品功能,但未說明為什麼重要 修正: 在每個功能後加上「這表示……」,以橋接到好處

問題:企業官腔

徵狀: 「善用綜效以優化成果」 修正: 問「人類會怎麼說?」然後使用那些詞

問題:開頭薄弱

徵狀: 從公司歷史或模糊陳述開始 修正: 以讀者的問題或期望的成果開頭

問題:CTA 被埋沒

徵狀: 要求行動是在太多鋪陳之後,或者不夠清楚 修正: 讓 CTA 明顯、提前出現並重複

問題:沒有證明

徵狀: 「客戶喜愛我們」但沒有證據 修正: 加入具體的推薦、數字或案例參考

問題:通用主張

徵狀: 「我們幫助企業成長」 修正: 具體說明對象、方式和程度

問題:混合受眾

徵狀: 文案試圖對所有人說話,卻未能引起任何人共鳴 修正: 選擇一個受眾並直接對他們寫

問題:功能過載

徵狀: 列出每項能力,讓讀者不堪負荷 修正: 專注於對受眾最重要的 3-5 個關鍵好處


協作式文案掃描

在協作編輯時:

  1. 執行掃描並呈現發現 - 展示您發現了什麼,為什麼這是個問題
  2. 建議具體編輯 - 不只識別問題;提出解決方案
  3. 請求更新後的文案 - 讓作者做出最終決定
  4. 驗證先前的掃描 - 在每輪編輯後,重新檢查先前的掃描
  5. 重複直到乾淨 - 繼續直到完整的掃描找不到新問題

這個迭代過程確保每次編輯不會產生新問題,同時尊重作者對文案的所有權。


參考資料


任務特定問題

  1. 這份文案的目標是什麼?(認知、轉換、留存)
  2. 讀者應採取什麼行動?
  3. 是否有特定的顧慮或已知問題?
  4. 您有哪些可用的證據/證明?

相關技能

  • copywriting:從頭撰寫新文案(在完成初稿後使用此技能來編輯)
  • page-cro:用於更廣泛的頁面優化,不僅限於文案
  • marketing-psychology:用於理解為什麼某些編輯能提高轉換率
  • ab-test-setup:用於測試文案的不同版本

何時使用哪項技能

任務應使用的技能
從頭撰寫新的頁面文案copywriting
審閱並改善現有文案copy-editing(此技能)
編輯您剛寫好的文案copy-editing(此技能)
結構性或策略性的頁面變更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

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