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ai-growth-prompts

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SUMMARY

Prompts for real growth marketing work — voucher design, segmentation, game mechanics, and campaign planning across S/M/L campaign levels.

README.md

ai-growth-prompts

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Prompts được kiểm chứng từ chạy campaign thực tế, không template chung chung.
Built from running loyalty and promotion campaigns where budget levels, channel constraints, and segment behavior actually matter.

💡 Mới: AI Growth Agents for Marketers - bản nâng cấp có Python + CI/CD + Agent Skills. Prompt từ repo này đã được đóng gói thành agent chạy được.

Tiếng Việt

Mục lục

Cách dùng

Mỗi prompt có 3 phần:

  • Khi nào dùng - tình huống cụ thể
  • Prompt - copy và điền [...] với context thực tế
  • Ví dụ output - output đúng trông như thế nào

Cấu trúc

Campaign Toolbox - Prompt thực hành

Thư mục Mô tả
00-campaign-level Bắt đầu tại đây. Quyết định cấp độ S/M/L trước mọi thứ.
01-voucher-design Thiết kế voucher theo segment, không theo cảm tính.
02-segment-analysis Target ai, can thiệp lúc nào, phân bổ ngân sách ra sao.
03-game-mechanics Cơ chế game kéo user quay lại.
04-comm-and-brief Communication planning và design brief theo từng cấp độ.
05-automation Thiết kế automation logic (tool-agnostic): competitor monitor, campaign alert, sentiment tracker. Dùng n8n/Make/Zapier/Python đều được.
06-retention-strategy Retention loop, Xu economy, churn prediction, re-engagement.
07-experiment-design A/B test, hypothesis design, statistical analysis, experiment framework.
10-n8n-growth-workflows Thực thi ngay: 5 workflow n8n có file JSON import sẵn. Cần cài n8n. Dùng sau khi đọc 05.
11-content-agent Tự động personal brand: Python script Research → Queue → Draft → Track. LinkedIn, Facebook, Twitter.

Knowledge Base - Nền tảng lý thuyết

Thư mục Mô tả Skill
06-growth-frameworks Mental model growth cốt lõi: AARRR, North Star, Growth Loops, Hook, ICE/RICE, JTBD SKILL.md
07-case-studies Câu chuyện growth từ Duolingo, Canva, Notion, Spotify, Dropbox SKILL.md
08-glossary 80+ thuật ngữ growth marketing kèm định nghĩa thực tế SKILL.md
09-ai-growth AI đang thay đổi growth marketing thế nào: personalization, prediction, optimization SKILL.md

Resources

File Mô tả
references.md Sách, newsletter, podcast, influencer được tuyển chọn
trending.md Xu hướng growth marketing hiện tại

Nguyên lý

Mọi campaign bắt đầu bằng quyết định level (00-campaign-level). Level đó định nghĩa kênh, ngân sách, timeline bạn thực sự có. Các prompt trong 01-04 được thiết kế để hoạt động trong những ràng buộc đó, không phải điều kiện lý tưởng.

Knowledge Base (06-09) cung cấp nền tảng lý thuyết. Dùng để nâng cấp tư duy. Dùng Campaign Toolbox để ra kết quả.

Cập nhật khi có prompt mới được kiểm chứng thực tế.

English

Table of Contents

How to Use

Each prompt has three parts:

  • When to use - the specific situation it's built for
  • Prompt - copy and fill in [...] with your actual context
  • Example output - what a good output looks like

Structure

Campaign Toolbox

Folder Description
00-campaign-level Start here. Decide S/M/L before anything else.
01-voucher-design Design vouchers by segment, not by assumption.
02-segment-analysis Who to target, when to intervene, how to allocate.
03-game-mechanics Engagement loops that bring users back.
04-comm-and-brief Communication planning and design briefs by level.
05-automation Design automation logic (tool-agnostic): competitor monitor, campaign alert, sentiment tracker. Works with n8n, Make, Zapier, or Python.
06-retention-strategy Retention loops, point economy, churn prediction, re-engagement.
07-experiment-design A/B testing, hypothesis design, statistical analysis, experiment framework.
10-n8n-growth-workflows Execute immediately: 5 n8n workflows with importable JSON files. Requires n8n. Read 05 first for the logic.
11-content-agent Automate personal brand: Python script for Research → Queue → Draft → Track. LinkedIn, Facebook, Twitter.
11-content-agent Automate personal brand: Python script for Research → Queue → Draft → Track. LinkedIn, Facebook, Twitter.

Knowledge Base

Folder Description Skill
06-growth-frameworks Core growth mental models: AARRR, North Star, Growth Loops, Hook, ICE/RICE, JTBD SKILL.md
07-case-studies Public growth stories from Duolingo, Canva, Notion, Spotify, Dropbox SKILL.md
08-glossary 80+ growth marketing terms with practical definitions SKILL.md
09-ai-growth How AI is transforming growth: personalization, prediction, optimization SKILL.md

Resources

File Description
references.md Curated reading list: books, newsletters, podcasts, influencers
trending.md What's hot in growth marketing right now

Underlying Logic

Every campaign starts with a level decision (00-campaign-level). That level defines what channels, assets, and timeline you actually have. The prompts in 01-04 are calibrated to work within those constraints, not in ideal conditions.

The Knowledge Base folders (06-09) provide the theoretical foundation. Use them to level up your thinking. Use the Campaign Toolbox to get things done.

Updated as new prompts are tested in practice. Latest version: v0.5.0.

Tham gia / Join the community

License

MIT - use freely, share widely.

If this helps you, star the repo ⭐

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