ericosiu/ai-marketing-skills

• highreadme#1

  Reposition README opening to clarify AI agent workflows

  原因：

  当前

  # AI Marketing Skills
  
  **Open-source Claude Code skills for marketing and sales teams.** Built by the team at Single Brain — battle-tested on real pipelines generating millions in revenue.
  
  These aren't prompts. They're complete workflows — scripts, scoring algorithms, expert panels, and automation pipelines you can plug into Claude Code (or any AI coding agent) and run today.

  复制粘贴的修复

  复制

  # AI Marketing Skills: Open-Source Workflows for AI Agents
  
  **These are not just prompts.** This repository provides battle-tested, open-source AI agent workflows (scripts, scoring algorithms, expert panels, and automation pipelines) for marketing and sales teams. Designed for Claude Code or any AI coding agent, these complete pipelines are built by Single Brain and have generated millions in revenue.

  待办完成忽略
• hightopics#2

  Add relevant topics to improve categorization

  原因：

  当前

  (none)

  复制粘贴的修复

  复制

  ai-marketing, sales-automation, seo-automation, content-generation, growth-hacking, ai-workflows, open-source-ai, claude-code, marketing-automation, sales-pipeline, revenue-intelligence

  待办完成忽略
• mediumabout#3

  Update the repository description to emphasize 'workflows'

  原因：

  当前

  Open-source AI marketing skills — growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation

  复制粘贴的修复

  复制

  Open-source AI marketing workflows — complete, battle-tested pipelines for growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I use AI to automate my marketing and sales processes effectively?

  你：未被推荐
  AI 推荐顺序：

  1. Salesforce Einstein
  2. HubSpot Operations Hub Enterprise
  3. Drift
  4. Jasper
  5. Chorus.ai
  6. Gong.io
  7. Marketo Engage
  8. Zendesk Answer Bot

  AI 推荐了 8 个替代方案，却始终没点名 ericosiu/ai-marketing-skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What open-source tools exist for automating SEO and content generation workflows?

  你：未被推荐
  AI 推荐顺序：

  1. Scrapy
  2. Apache OpenNLP
  3. spaCy
  4. Gensim
  5. Google Ads API
  6. Beautiful Soup
  7. NLTK (Natural Language Toolkit)

  AI 推荐了 7 个替代方案，却始终没点名 ericosiu/ai-marketing-skills。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of ericosiu/ai-marketing-skills?

  pass
  ⚠AI 未点名 ericosiu/ai-marketing-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts ericosiu/ai-marketing-skills in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 ericosiu/ai-marketing-skills

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo ericosiu/ai-marketing-skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 ericosiu/ai-marketing-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？