{"id":50807044,"url":"https://github.com/thaolst/ai-growth-agents-for-marketers","last_synced_at":"2026-06-13T02:07:15.217Z","repository":{"id":359710621,"uuid":"1247214382","full_name":"thaolst/ai-growth-agents-for-marketers","owner":"thaolst","description":"AI agents for growth marketing — built from real fintech campaigns. 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パーソナル AI エージェント"],"sub_categories":["自動運転"],"readme":"\u003cimg src=\"./images/banner.svg\" alt=\"AI Growth Agents for Marketers\" width=\"100%\"/\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"./LICENSE\"\u003e\u003cimg src=\"https://img.shields.io/github/license/thaolst/ai-growth-agents-for-marketers?color=60a5fa\u0026style=flat-square\" alt=\"license\" /\u003e\u003c/a\u003e\n  \u003cimg src=\"https://img.shields.io/github/last-commit/thaolst/ai-growth-agents-for-marketers?color=a78bfa\u0026style=flat-square\" alt=\"last commit\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/stars/thaolst/ai-growth-agents-for-marketers?style=flat-square\u0026color=facc15\u0026logo=github\" alt=\"stars\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/language-VI%20%2B%20EN-blue?style=flat-square\" alt=\"language VI + EN\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/free-forever-brightgreen?style=flat-square\" alt=\"free forever\" /\u003e\n  \u003cimg 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/\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\u003c!--\nKeywords: AI agents for growth marketing, marketing automation prompts, AI marketing agents, growth marketing AI tools, fintech marketing prompts, campaign brief AI, A/B test analysis AI, marketing agent prompts, Vietnamese AI marketing, Southeast Asia fintech marketing\n--\u003e\n\n## Cài đặt qua Agent Skills\n\n```bash\nnpx skills add thaolst/ai-growth-agents-for-marketers\n```\n\nHoạt động với Claude Code, OpenAI Codex, Cursor, và mọi agent hỗ trợ Agent Skills spec.\n\n\u003e Không phải template. Không phải lý thuyết. Agent thật, chạy được, từ campaign thực tế.\n\u003e Not templates. Not theory. Real agents, actually run, from live campaigns.\n\n# Tiếng Việt\n\n## AI Growth Agents for Marketers\n\nMình dùng AI agent trong công việc growth marketing hàng ngày - để viết brief, phân tích A/B test, lên campaign plan, đề xuất mechanic voucher. Repo này là những gì thực sự chạy được, không phải những gì trông hay trên slide.\n\n### Kết quả thực tế\n\n| Công việc | Trước | Sau |\n|----------|-------|-----|\n| Viết campaign brief | 3 tiếng | 20 phút |\n| Phân tích A/B test | 3 tiếng | 15 phút |\n| Báo cáo growth hàng tuần | 4 tiếng | Tự động |\n| Đề xuất voucher mechanic | Cảm tính | 10 phút |\n\n### Ai nên dùng\n\n- Growth marketer muốn tự động hóa công việc lặp lại\n- Marketing manager cần brief / plan / report nhanh\n- Founder / solo marketer làm nhiều việc một lúc\n- Bất kỳ ai làm fintech, e-commerce, super app ở Đông Nam Á\n\n### Có gì trong này\n\n| Agent | Làm gì | Cần code? |\n|-------|--------|-----------|\n| [💡 AI Agent Consultant](./01-what-is-ai-agent/) | Tư vấn chọn agent phù hợp | ❌ |\n| [📋 Campaign Brief Agent](./02-your-first-campaign-agent/) | 5 input → brief hoàn chỉnh | ❌ |\n| [🔍 Campaign Synthesis](./03-tool-use-no-code/) | Tổng hợp nhiều file campaign | ❌ |\n| [⚙️ Automation Scripter](./04-tool-use-python/) | Tự viết Python script | 🐍 |\n| [🔄 Multi-Agent Pipeline](./05-multi-agent-workflow/) | Research → Planning | 🐍 |\n| [📚 Agentic RAG](./06-agentic-rag/) | Hỏi đáp từ campaign history | ❌ |\n| [🎯 Planning Agent](./07-planning-agent/) | Target → Campaign plan | 🐍 |\n| [📊 A/B Test Analyzer](./08-ab-test-analyzer/) | Phân tích + đề xuất | 🐍 |\n| [📈 MEU Planning](./09-meu-planning-agent/) | MEU target → Campaign plan | 🐍 |\n| [🚀 Production Review](./10-agents-in-production/) | Review agent trước deploy | 🐍 |\n| [📖 Case Studies](./case-studies/) | Kết quả thực tế, ẩn danh | - |\n\n### Bắt đầu\n\n**Không code - 1 phút:**\n```bash\n# Mở Claude.ai → paste prompt từ bất kỳ folder 01, 02, 03, 06\n```\n\n**Có Python - 2 phút:**\n```bash\ngit clone https://github.com/thaolst/ai-growth-agents-for-marketers\ncd ai-growth-agents-for-marketers\nmake setup\n# Edit .env → dán API key → make run AGENT=08-ab-test-analyzer\n```\n\n**One-click - 0 phút setup:**\n[![Open in Codespaces](https://img.shields.io/badge/Open%20in-Codespaces-181717?style=flat-square\u0026logo=github)](https://codespaces.new/thaolst/ai-growth-agents-for-marketers)\nMôi trường Python + extensions sẵn, chỉ cần thêm API key.\n\n### Cấu trúc mỗi agent\n\n```\n📁 agent-name/\n├── README.md          ← Dùng nó như thế nào\n├── prompt.md          ← Prompt thật, copy-paste và dùng\n├── agent.py           ← Python (nếu cần tự động chạy)\n├── requirements.txt   ← Dependencies (nếu có Python)\n└── example-output.md  ← Output thật từ campaign thật\n```\n\n### 🌟 Điều làm repo này khác biệt\n\n| Không giống ai | Vì sao độc đáo |\n|----------------|----------------|\n| **MEU Planning agent** | Repo duy nhất có agent lập kế hoạch ngược từ MEU - phổ biến ở fintech SEA, không ai làm |\n| **Python agents chạy thật** | Skills markdown + 7 Python agents executable - dual format |\n| **Fintech + SEA context** | Không lý thuyết SaaS Mỹ. Campaign thật ở Việt Nam, Indonesia, Philippines |\n| **Data connector** | growth-mcp MCP server → real metrics, không guesswork |\n| **Context system** | Điền `.agents/product-marketing-context.md` một lần → 15 skills dùng chung |\n| **Bilingual VI/EN** | Prompt và skills 100% song ngữ |\n\n### Agent Skills (dùng với Claude Code, Cursor, Codex)\n\n```bash\n# Cài tất cả (15 skills)\nnpx skills add thaolst/ai-growth-agents-for-marketers\n\n# Cài skill cụ thể\nnpx skills add thaolst/ai-growth-agents-for-marketers/skills/campaign-brief\n```\n\n| Skill | Agent | Mô tả | Context? |\n|-------|-------|-------|----------|\n| `ai-agent-consultant` | [01](./01-what-is-ai-agent/) | Tư vấn chọn agent phù hợp | ✅ |\n| `campaign-brief` | [02](./02-your-first-campaign-agent/) | Viết campaign brief | ✅ |\n| `campaign-synthesis` | [03](./03-tool-use-no-code/) | Tổng hợp campaign | ✅ |\n| `automation-scripter` | [04](./04-tool-use-python/) | Tạo Python script | ✅ |\n| `multi-agent-research` | [05](./05-multi-agent-workflow/) | Research→Plan pipeline | ✅ |\n| `rag-knowledge-base` | [06](./06-agentic-rag/) | RAG knowledge base | ✅ |\n| `campaign-planning` | [07](./07-planning-agent/) | Campaign planning | ✅ |\n| `ab-test-analyzer` | [08](./08-ab-test-analyzer/) | A/B test analysis | ✅ |\n| `meu-planning` | [09](./09-meu-planning-agent/) | MEU planning | ✅ |\n| `agent-pre-deploy-review` | [10](./10-agents-in-production/) | Pre-deploy review | ✅ |\n| `voucher-mechanic-designer` | - | Thiết kế mechanic voucher | ✅ |\n| `fintech-campaign-designer` | - | Campaign design cho fintech | ✅ |\n| `retention-analyzer` | - | Phân tích retention | ✅ |\n| `churn-intervention` | - | Save offer + winback | ✅ |\n| `growth-mcp-connect` | - | **Data connector** → real data | 🟢 |\n\n\u003e ✅ = Skill tự động đọc `.agents/product-marketing-context.md`\n\u003e 🟢 = Skill kết nối growth-mcp để lấy real-time data\n\n### 💡 Hệ thống Context (mới)\n\n```bash\n.agents/\n├── product-marketing-context.md   ← Điền 1 lần → 15 skills tự động dùng\n└── growth-metrics-context.md      ← Tùy chọn: metric baseline thủ công\n```\n\nCách này giống Corey Haines (31k⭐ marketing skills) nhưng fintech-focused + có Python agents.\n\n### 🔌 Data Connector: growth-mcp (mới)\n\nKết nối growth-mcp để pull real metrics:\n\n```bash\ngit clone https://github.com/thaolst/growth-mcp.git\ncd growth-mcp \u0026\u0026 pip install -e .\n```\n\nKhi growth-mcp chạy, các skill sẽ tự động:\n- Pull campaign performance trước khi viết brief\n- Pull real cohort data trước khi phân tích retention\n- Pull experiment data trước khi phân tích A/B test\n- So sánh recommendation với campaign history thật\n\n### Chọn provider\n\nMặc định dùng Anthropic Claude. Set `AI_PROVIDER=openai` trong `.env` để dùng OpenAI GPT.\n\n```bash\n# Mặc định (Anthropic)\nAI_PROVIDER=anthropic\nANTHROPIC_API_KEY=sk-ant-...\n\n# Hoặc OpenAI\nAI_PROVIDER=openai\nOPENAI_API_KEY=sk-proj-...\n```\n\n| Biến | Mặc định | Ghi chú |\n|------|----------|---------|\n| `AI_PROVIDER` | `anthropic` | `anthropic` hoặc `openai` |\n| `ANTHROPIC_API_KEY` | - | [console.anthropic.com](https://console.anthropic.com) |\n| `OPENAI_API_KEY` | - | Chỉ cần nếu dùng OpenAI |\n| `AI_MODEL` | (default) | Ghi đè model nếu muốn |\n\n### Hệ sinh thái repo\n\nMình có 3 repo phục vụ 3 mục đích khác nhau:\n\n| Repo | Là gì | Dùng khi nào |\n|---|---|---|\n| [ai-growth-prompts](https://github.com/thaolst/ai-growth-prompts) | Thư viện prompt theo chủ đề, copy-paste được ngay | Cần prompt cho 1 task cụ thể: thiết kế voucher, phân tích segment, viết brief |\n| [ai-growth-agents-for-marketers](https://github.com/thaolst/ai-growth-agents-for-marketers) (repo này) | Workflow nhiều bước dạng prompt + script, có skill cài cho Claude Code | Muốn chạy quy trình end-to-end: lập kế hoạch MEU, phân tích A/B test |\n| [growth-mcp](https://github.com/thaolst/growth-mcp) | MCP server đóng gói logic growth thành tool | Muốn Claude/Cursor gọi tool trực tiếp thay vì paste prompt |\n\n### Tham gia cộng đồng\n\n- [💬 Discussions](https://github.com/thaolst/ai-growth-agents-for-marketers/discussions) - hỏi đáp, chia sẻ kinh nghiệm\n- [🐛 Report bug](https://github.com/thaolst/ai-growth-agents-for-marketers/issues/new?template=bug_report.md) - prompt không hoạt động\n- [💡 Suggest agent](https://github.com/thaolst/ai-growth-agents-for-marketers/issues/new?template=feature_request.md) - đề xuất agent mới\n- [📝 Pull Request](./CONTRIBUTING.md) - đóng góp prompt/agent\n\n### Tác giả\n\n**Lê Song Tiên Thảo** - Growth Marketer @ MoMo (fintech, SEA)\n\nMình build agent, prompt, và workflow cho công việc growth thực tế - trong giới hạn thật của budget, channel, và segment behavior.\n\n[LinkedIn](https://www.linkedin.com/in/thaolst/) · [GitHub](https://github.com/thaolst) · [Substack](https://thaolst.substack.com/) · [Website](https://thaolst.github.io/ai-growth-agents-for-marketers)\n\n⭐ Star repo này nếu nó tiết kiệm cho bạn ít nhất 1 tiếng. ⭐\n\n# English\n\n## AI Growth Agents for Marketers\n\nI use AI agents daily for growth marketing work - writing briefs, analyzing A/B tests, planning campaigns, recommending voucher mechanics. This repo is what actually runs, not what looks good on slides.\n\n### Real results\n\n| Task | Before | After |\n|------|--------|-------|\n| Campaign brief | 3 hours | 20 minutes |\n| A/B test analysis | 3 hours | 15 minutes |\n| Weekly growth report | 4 hours | Automated |\n| Voucher recommendation | Gut feeling | 10 minutes |\n\n### Who uses this\n\n- Growth marketers who write the same brief structure every week and want that part automated\n- Marketing managers running on tight timelines - brief, plan, report, repeat\n- Founders doing growth alone without a team\n- Anyone running campaigns in fintech, e-commerce, or super apps across SEA\n\n### What's inside\n\n| Agent | What it does | Code? | Context? |\n|-------|-------------|-------|----------|\n| [💡 AI Agent Consultant](./01-what-is-ai-agent/) | Choose the right agent type | ❌ | ✅ |\n| [📋 Campaign Brief Agent](./02-your-first-campaign-agent/) | 5 inputs → complete brief | ❌ | ✅ |\n| [🔍 Campaign Synthesis](./03-tool-use-no-code/) | Synthesize multiple files | ❌ | ✅ |\n| [⚙️ Automation Scripter](./04-tool-use-python/) | Auto-generate Python scripts | 🐍 | ✅ |\n| [🔄 Multi-Agent Pipeline](./05-multi-agent-workflow/) | Research → Planning | 🐍 | ✅ |\n| [📚 Agentic RAG](./06-agentic-rag/) | Q\u0026A from campaign history | ❌ | ✅ |\n| [🎯 Planning Agent](./07-planning-agent/) | Target → full campaign plan | 🐍 | ✅ |\n| [📊 A/B Test Analyzer](./08-ab-test-analyzer/) | Analyze + recommend | 🐍 | ✅ |\n| [📈 MEU Planning](./09-meu-planning-agent/) | MEU target → campaigns | 🐍 | ✅ |\n| [🚀 Production Review](./10-agents-in-production/) | Pre-deploy review | 🐍 | ✅ |\n| [💰 Voucher Mechanic Designer](#) | Voucher/cashback design | ❌ | ✅ |\n| [🏦 Fintech Campaign Designer](#) | SEA fintech campaign design | ❌ | ✅ |\n| [📉 Retention Analyzer](#) | Cohort retention diagnosis | ❌ | ✅ |\n| [🛑 Churn Intervention](#) | Save offers + winback | ❌ | ✅ |\n| [🔌 growth-mcp Connect](#) | **Data connector** → live data | 🐍 | 🟢 |\n| [📖 Case Studies](./case-studies/) | Anonymized real results | - | - |\n\n\u003e ✅ = Auto-reads `.agents/product-marketing-context.md` for shared context\n\u003e 🟢 = Connects to growth-mcp MCP server for real-time data\n\n### 🎯 What Makes This Different\n\nUnlike every other marketing agent repo (Corey Haines, LeoYeAI, AgentKits), this one:\n\n| Unique | Why it matters |\n|--------|---------------|\n| **MEU Planning agent** | Only repo with MEU-backward campaign planning - common in SEA fintech, ignored everywhere else |\n| **Dual format** | Skills + executable Python agents - not just markdown |\n| **Fintech + SEA** | Real campaign context from Vietnam, Indonesia, Philippines |\n| **Data connector** | growth-mcp MCP server → live metrics, not guesswork |\n| **Context system** | Fill `.agents/product-marketing-context.md` once → 15 skills share it |\n| **Bilingual VI/EN** | Full Vietnamese + English prompts and skills |\n\n### 💡 Context System\n\n```\n.agents/\n├── product-marketing-context.md   ← Fill once → 15 skills auto-use it\n└── growth-metrics-context.md      ← Optional: manual metric overrides\n```\n\nInspired by Corey Haines (31k⭐) but fintech-focused + with real Python agents.\n\n### 🔌 Data Connector: growth-mcp\n\nConnect [growth-mcp](https://github.com/thaolst/growth-mcp) for live campaign data:\n\n```bash\ngit clone https://github.com/thaolst/growth-mcp.git\ncd growth-mcp \u0026\u0026 pip install -e .\n```\n\nWhen connected, skills automatically:\n- Pull campaign performance before writing briefs\n- Pull real cohort data before retention analysis\n- Pull experiment data before A/B test analysis\n- Compare recommendations against real campaign history\n\n### Quick start\n\n**No code - 1 minute:**\n```bash\n# Open Claude.ai → paste any prompt from folders 01, 02, 03, 06\n```\n\n**Python - 2 minutes:**\n```bash\ngit clone https://github.com/thaolst/ai-growth-agents-for-marketers\ncd ai-growth-agents-for-marketers\nmake setup\n# Edit .env → paste API key → make run AGENT=08-ab-test-analyzer\n```\n\n**One-click - 0 setup:**\n[![Open in Codespaces](https://img.shields.io/badge/Open%20in-Codespaces-181717?style=flat-square\u0026logo=github)](https://codespaces.new/thaolst/ai-growth-agents-for-marketers)\n\n### Provider support\n\nAll Python agents support both **Anthropic Claude** (default) and **OpenAI GPT**. Set `AI_PROVIDER=openai` in `.env` to switch, or override with `AI_MODEL`.\n\n### Repo ecosystem\n\nI maintain 3 repos serving different purposes:\n\n| Repo | What it is | When to use |\n|---|---|---|\n| [ai-growth-prompts](https://github.com/thaolst/ai-growth-prompts) | Topic-based prompt library, ready to copy-paste | You need a prompt for one specific task: voucher design, segment analysis, campaign brief |\n| [ai-growth-agents-for-marketers](https://github.com/thaolst/ai-growth-agents-for-marketers) (this repo) | Multi-step workflows as prompts + scripts, installable as Claude Code skills | You want an end-to-end process: MEU planning, A/B test analysis |\n| [growth-mcp](https://github.com/thaolst/growth-mcp) | MCP server packaging growth logic as callable tools | You want Claude/Cursor to call tools directly instead of pasting prompts |\n\n### Join the community\n\n- [💬 Discussions](https://github.com/thaolst/ai-growth-agents-for-marketers/discussions) - Q\u0026A, share experiences\n- [🐛 Report bug](https://github.com/thaolst/ai-growth-agents-for-marketers/issues/new?template=bug_report.md) - prompt not working\n- [💡 Suggest agent](https://github.com/thaolst/ai-growth-agents-for-marketers/issues/new?template=feature_request.md) - suggest a new agent\n- [📝 Pull Request](./CONTRIBUTING.md) - contribute prompts/agents\n\n### Author\n\n**Lê Song Tiên Thảo (Tara)** - Growth Marketing Manager @ MoMo (fintech, SEA)\n\nBuilding AI agents, prompts, and workflows for real growth work - within real constraints of budget, channel, and segment behavior.\n\n[LinkedIn](https://www.linkedin.com/in/thaolst/) · [GitHub](https://github.com/thaolst) · [Substack](https://thaolst.substack.com/) · [Website](https://thaolst.github.io/ai-growth-agents-for-marketers)\n\n⭐ Star this if it saves you at least 1 hour. ⭐\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthaolst%2Fai-growth-agents-for-marketers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthaolst%2Fai-growth-agents-for-marketers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthaolst%2Fai-growth-agents-for-marketers/lists"}