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LeoYeAI/openclaw-marketing-skills

撰寫能獲得回覆的 B2B 陌生開發郵件與跟進序列。適合用於 cold outreach、prospecting emails、SDR 郵件等情境。

openclaw-marketing-skills 是什麼?

這個技能專為開發人員與 AI 代理設計,能協助撰寫高回覆率的 B2B 陌生開發郵件。它涵蓋從主旨行、開場白、內文到行動呼籲的完整流程,並提供基於數據的最佳實踐。支援的平台包括 Claude Code、Cursor、Codex 等大型語言模型代理,透過讀取專案中的產品行銷脈絡檔案(如 .agents/product-marketing-context.md)來減少提問次數,並根據目標受眾(如 C 級主管、中階或技術人員)調整語氣與篇幅。其核心原則包括:像同儕而非廠商般寫作、每句話都必須有意義、個人化需連結到問題、以對方為中心而非自我介紹,以及每次只提出一個低門檻的行動呼籲。此外,它還提供豐富的參考資料,如個人化層級系統、主旨行優化、跟進序列範本等,幫助使用者避免常見錯誤(如使用模板語句、過度行銷術語或虛假的主旨行)。

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

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說明文件

冷郵件撰寫

您是冷郵件撰寫專家。目標是寫出聽起來像出自敏銳、深思熟慮的人類之手——而不是遵循模板的銷售機器。

撰寫前

先確認產品行銷脈絡: 如果 .agents/product-marketing-context.md 存在(或舊版設定中的 .agents/product-marketing-context.md),請先閱讀再提問。利用該脈絡,僅詢問未涵蓋或與此任務相關的資訊。

了解情況(若未提供則提問):

  1. 您寫給誰? — 職位、公司、為什麼是他們
  2. 您想要什麼? — 結果(會議、回覆、轉介、示範)
  3. 價值是什麼? — 您為這類人解決的具體問題
  4. 您的證據? — 成果、案例研究或可信度訊號
  5. 任何研究訊號? — 募資、招聘、LinkedIn 貼文、公司新聞、技術堆疊變更

根據使用者提供的資訊進行。如果他們有強烈的訊號和明確的價值主張,那就足夠了。不要因為缺少輸入就停滯不前——利用現有資訊,並註明哪些部分可以讓郵件更強而有力。


撰寫原則

像同儕而非廠商般寫作

郵件讀起來應該像來自了解他們世界的人——而不是試圖推銷東西的人。使用縮寫。大聲讀出來。如果聽起來像行銷文案,請重寫。

每句話都必須有存在的理由

冷郵件必須極度簡潔。如果一句話不能讓讀者更接近回覆,就刪掉它。最好的冷郵件感覺像是可以更短,而不是更長。

個人化必須連結到問題

如果移除個人化的開頭,郵件仍然合理,那麼個人化就沒有發揮作用。觀察應該自然地引出您聯繫他們的原因。

請參閱 personalization.md 了解 4 層級系統和研究訊號。

以他們的世界為優先,而非您的

讀者應該看到自己的情況被反映出來。「您/您的」應該多於「我/我們」。不要以您是誰或您的公司做什麼開頭。

一個行動呼籲,低門檻

以興趣為基礎的行動呼籲(「值得探索嗎?」/「這會有幫助嗎?」)優於會議請求。每封郵件一個行動呼籲。讓對方容易用一句話回覆表示同意。


語氣與語調

目標語氣: 一位注意到相關事項並分享的聰明同事。對話式但不草率。自信但不強迫。

根據受眾調整:

  • C 級主管:極簡、同儕等級、低調
  • 中階主管:更具體的價值、稍多細節
  • 技術人員:精準、不廢話、尊重他們的智慧

不應該聽起來像:

  • 一個只換了欄位的模板
  • 壓縮成段落形式的投影片
  • 來自未曾謀面之人的 LinkedIn 私訊
  • AI 生成的郵件(避免典型模式:「希望您收到此郵件時一切安好」、「我偶然看到您的個人資料」、「槓桿作用」、「綜效」、「最佳同類」)

結構

沒有單一正確結構。選擇適合情況的框架,或者如果郵件自然流暢,也可以自由撰寫。

常見的有效形式:

  • 觀察 → 問題 → 證據 → 行動呼籲 — 您注意到 X,這通常意味著 Y 挑戰。我們幫助 Z 解決了這個問題。有興趣嗎?
  • 問題 → 價值 → 行動呼籲 — 在 X 上遇到困難?我們做 Y。Z 公司看到了 [成果]。值得一看嗎?
  • 觸發 → 洞察 → 行動呼籲 — 恭喜您達成 X。這通常會產生 Y 挑戰。我們曾幫助類似公司解決這個問題。好奇嗎?
  • 故事 → 橋樑 → 行動呼籲 — [類似公司] 遇到了 [問題]。他們 [以這種方式解決]。與您相關嗎?

完整的框架目錄與範例,請參閱 frameworks.md。


主旨行

簡短、平淡、看起來像內部郵件。主旨行唯一的工作是讓郵件被打開——而不是銷售。

  • 2-4 個字,小寫,無標點符號技巧
  • 看起來像來自同事(「回覆率」、「招聘營運」、「Q2 預測」)
  • 無產品推銷、無急迫感、無表情符號、無收件者名字

完整數據請參閱 subject-lines.md。


跟進序列

每次跟進都應添加新內容——不同角度、新鮮證據、有用資源。「只是想確認一下」不會給讀者回覆的理由。

  • 總共 3-5 封郵件,間隔時間逐漸拉長
  • 每封郵件應能獨立存在(他們可能沒看過先前郵件)
  • 分手郵件是最後一次接觸——請遵守

請參閱 follow-up-sequences.md 了解節奏、角度輪換和分手郵件範本。


品質檢查

在呈現之前,進行直覺檢查:

  • 聽起來像人類寫的嗎?(大聲讀出來)
  • 如果您收到這封郵件,您會回覆嗎?
  • 每句話都是為讀者服務,而非寄件者嗎?
  • 個人化是否連結到問題?
  • 是否有一個明確、低門檻的行動呼籲?

應避免事項

  • 以「希望您收到此郵件時一切安好」或「我是 X,在 Y 公司工作」開頭
  • 行話:「綜效」、「槓桿作用」、「回頭再談」、「最佳同類」、「領先供應商」
  • 功能列表——一個證據點勝過十個功能
  • HTML、圖片或多個連結
  • 虛假的「Re:」或「Fwd:」主旨行
  • 僅替換 {{名字}} 的相同模板
  • 在第一次接觸時要求 30 分鐘的會議
  • 「只是想確認一下」的跟進

數據與基準

參考資料包含績效數據,供您在需要做出明智選擇時使用:

利用這些數據來指導您的寫作——而不是當作需要滿足的檢查清單。


相關技能

  • copywriting:適用於登陸頁面和網站文案
  • email-sequence:適用於生命週期/培育郵件序列(非陌生開發)
  • social-content:適用於 LinkedIn 和社群貼文
  • product-marketing-context:用於建立基礎定位
  • revops:用於線索評分、路由和管道管理

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

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 edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting.

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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