Launch your AI product to global attention

AI Product Launch Playbook

by Gingiris-1031 · MIT license · ★ 82 on GitHub · v1.0.0 · updated Sep 20

Launch your AI product to global attention — the playbook behind Manus, Devin, and AFFiNE's breakout launches. Covers AI-specific GTM strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact.

---
name: ai-launch-playbook
version: 1.0.0
description: Launch your AI product to global attention — the playbook behind Manus, Devin, and AFFiNE's breakout launches. Covers AI-specific GTM strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact.
author: Gingiris
tags:
  - ai
  - launch
  - startup
  - global
  - product-launch
  - go-to-market
  - gtm
  - startup-launch
  - startup-marketing
  - saas
  - ai-tools
  - claude-code

Overview

本 skill 默认 dev / maker / B2B 受众。2C 消费品 / 教育 / 应用 / 游戏：Product Hunt 受众是 maker/科技人，与普通消费者错配、ROI 极低——最多发一次拿个 badge。请把精力换到垂类社区（Reddit / 小红书 / 知乎 / Naver 카페）+ 短视频（TikTok / 抖音 / YouTube）+ 垂直 KOL，并用"免费产品当钩子"做转化。完整 2C 渠道数据库（各国 MAU + 公开来源）+ 三路 Launch 分叉见 → gingiris-seo-geo/references/2c-adaptation.md（及 gingiris-launch）。

What you get

AI product positioning strategies
Global launch timing and market selection
KOL and influencer outreach for AI products
Community building in AI/ML spaces
Case studiesManus, Devin, AFFiNE

Manual install (npx, ZIP)

Claude Codenpx skills add Gingiris-1031/gingiris-skills --skill ai-launch-playbook -g -a claude-code

Claude Code (manual)

mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/Gingiris-1031/gingiris-skills/tar.gz/5d40bc8f4094 \
  | tar -xz -C ~/.claude/skills --strip-components=2 gingiris-skills-5d40bc8f4094/skills/ai-launch-playbook

Windows (PowerShell)

New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/03a7ee03bd16b4a2fc39/ai-launch-playbook.zip" -OutFile "$env:TEMP\ai-launch-playbook.zip"; Expand-Archive "$env:TEMP\ai-launch-playbook.zip" -DestinationPath "$HOME\.claude\skills" -Force

Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.

Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

Files included

SKILL.md5.2 KB
_meta.json137 B
.clawhub/1 file · 150 B
references/3 files · 9.1 KB

Read the files here

Gingiris-1031/5d40bc86 files

Shared references1SKILL.md reads these from elsewhere in the repo. Not in the ZIP.

2c-adaptation.mdskills/gingiris-seo-geo/references/10.1 KB

Get them on GitHub ↗

SKILL.md

Show the full text115 lines

ai-launch-playbook/SKILL.md115 lines · 5.2 KB

PreviewCode

Outline

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⚠️ 2C 产品慎用 Product Hunt

本 skill 默认 dev / maker / B2B 受众。2C 消费品 / 教育 / 应用 / 游戏：Product Hunt 受众是 maker/科技人，与普通消费者错配、ROI 极低——最多发一次拿个 badge。请把精力换到 垂类社区（Reddit / 小红书 / 知乎 / Naver 카페）+ 短视频（TikTok / 抖音 / YouTube）+ 垂直 KOL，并用"免费产品当钩子"做转化。完整 2C 渠道数据库（各国 MAU + 公开来源）+ 三路 Launch 分叉见 → gingiris-seo-geo/references/2c-adaptation.md（及 gingiris-launch）。

📦 Install

clawhub install ai-launch-playbook

What you get after installing:

AI-specific GTM strategy with hype cycle management and waitlist tactics
Multi-market rollout playbook for maximum day-one global impact
Real case studies from Manus, Devin, and AFFiNE breakout launches

AI Product Launch Playbook

🌍 Language / 语言: 中文 | English | 日本語 | 한국어

Complete guide for launching AI products globally, with real case studies.

What You Get

AI product positioning strategies
Global launch timing and market selection
KOL and influencer outreach for AI products
Community building in AI/ML spaces
Case studies: Manus, Devin, AFFiNE

What Actually Made Manus & Devin Travel (2026 analysis update)

Four forces, in causal order — skipping the first breaks the other three:

Product depth as the narrative floor. Hype without substance decays in ~72 hours; the story can only stand as tall as the product is deep.
Reproducibility sets the emotional ceiling. Users could re-run Manus demos themselves, so testimonials read as discovery rather than marketing — one creator's genuine recommendation pulled 2.8M views. Devin's non-reproducible demos drew hedged, polite coverage; the same creator's favor-share managed roughly 20 likes. Design demos for screen-recording and re-creation.
The influencer flywheel. Founders, operators, and investors with real followings are each worth ten commissioned posts. Seed genuine surprise, never obligation — the 2.8M-vs-20 gap above is exactly that difference.
The platform relay race. Days 0–3: X/Twitter ignites the topic. Days 3–10: YouTube and Substack deepen it. Day 10+: Reddit and HN keep the long tail alive. Plan the handoffs, not just the spark.

Budget-to-outcome ladder for AI launches (observed 2025–2026)

Ticket	Observed ceiling
~$1K	Hundreds of signups — go community-led, skip the big stage
~$5K	~1,800 votes/24h — daily-crown territory, but pace it: one campaign at this level had its #1 revoked in a post-hoc vote sweep
$10–20K	Seven-figure impressions, four-figure signups
<$20K total	A 10K-star open-source launch with a team of ≤5

Sanity ratio before you allocate: PH exposure→upvote ≈ 1%, while Reddit exposure→GitHub star runs 5–8%. Small budgets belong in niche communities and micro-creators, not leaderboards. Weekly PH badge ≈ 7x the exposure of daily, monthly ≈ 30x — pick the board before picking the date.

📚 Free Resources

GitHub Playbook (Free):

Gingiris Launch Playbook - Complete launch strategy
Gingiris Open Source Marketing - OSS marketing tactics

💎 Premium Resources

Gumroad Products:

AI Product Global Launch Guide - Deep-dive with case studies
Complete Launch Bundle - All playbooks in one

🎯 Need Expert Help?

1-on-1 Consulting with Iris (30x PH #1 Winner, AFFiNE Co-founder):

30 min session: ¥800
60 min session: ¥1500
Monthly retainer: ¥7000

👉 Book now: gingiris.tools/services

Keywords: AI launch, AI product launch, launching AI product, AI startup launch, AI go-to-market, AI GTM strategy

🔗 About the Author

Iris Wei — Growth consultant for 150+ AI startups. Ex-COO at AFFiNE (69K GitHub stars).

🐦 Twitter: @WeiYipei — Daily growth tactics
💬 Consulting: @Iris_carrot on Telegram
🛒 Premium Bundle (all 5 playbooks + templates): Get on Gumroad ($249)
📚 40+ Free Playbooks: gingiris.tools/skills

1	---
2	name: ai-launch-playbook
3	version: 1.0.0
4	description: Launch your AI product to global attention — the playbook behind Manus, Devin, and AFFiNE's breakout launches. Covers AI-specific GTM strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact.
5	author: Gingiris
6	tags:
7	- ai
8	- launch
9	- startup
10	- global
11	- product-launch
12	- go-to-market
13	- gtm
14	- startup-launch
15	- startup-marketing
16	- saas
17	- ai-tools
18	- claude-code
19	- ai-agent-skill
20	- waitlist
21	- latest
22	source: https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/ai-launch-playbook
23	---
24
25	## ⚠️ 2C 产品慎用 Product Hunt
26
27	本 skill 默认 dev / maker / B2B 受众。2C 消费品 / 教育 / 应用 / 游戏：Product Hunt 受众是 maker/科技人，与普通消费者错配、ROI 极低——最多发一次拿个 badge。请把精力换到垂类社区（Reddit / 小红书 / 知乎 / Naver 카페）+ 短视频（TikTok / 抖音 / YouTube）+ 垂直 KOL，并用"免费产品当钩子"做转化。完整 2C 渠道数据库（各国 MAU + 公开来源）+ 三路 Launch 分叉见 → `gingiris-seo-geo/references/2c-adaptation.md`（及 `gingiris-launch`）。
28
29	---
30
31	## 📦 Install
32
33	```bash
34	clawhub install ai-launch-playbook
35	```
36
37	What you get after installing:
38	- AI-specific GTM strategy with hype cycle management and waitlist tactics
39	- Multi-market rollout playbook for maximum day-one global impact
40	- Real case studies from Manus, Devin, and AFFiNE breakout launches
41
42	---
43
44	# AI Product Launch Playbook
45
46	> 🌍 Language / 语言: [中文](#中文版) \| [English](references/en/README.md) \| [日本語](references/ja/README.md) \| [한국어](references/ko/README.md)
47
48	> Complete guide for launching AI products globally, with real case studies.
49
50	## What You Get
51
52	- AI product positioning strategies
53	- Global launch timing and market selection
54	- KOL and influencer outreach for AI products
55	- Community building in AI/ML spaces
56	- Case studies: Manus, Devin, AFFiNE
57
58	## What Actually Made Manus & Devin Travel (2026 analysis update)
59
60	Four forces, in causal order — skipping the first breaks the other three:
61
62	1. Product depth as the narrative floor. Hype without substance decays in ~72 hours; the story can only stand as tall as the product is deep.
63	2. Reproducibility sets the emotional ceiling. Users could re-run Manus demos themselves, so testimonials read as discovery rather than marketing — one creator's genuine recommendation pulled 2.8M views. Devin's non-reproducible demos drew hedged, polite coverage; the same creator's favor-share managed roughly 20 likes. Design demos for screen-recording and re-creation.
64	3. The influencer flywheel. Founders, operators, and investors with real followings are each worth ten commissioned posts. Seed genuine surprise, never obligation — the 2.8M-vs-20 gap above is exactly that difference.
65	4. The platform relay race. Days 0–3: X/Twitter ignites the topic. Days 3–10: YouTube and Substack deepen it. Day 10+: Reddit and HN keep the long tail alive. Plan the handoffs, not just the spark.
66
67	### Budget-to-outcome ladder for AI launches (observed 2025–2026)
68
69	\| Ticket \| Observed ceiling \|
70	\|---\|---\|
71	\| ~$1K \| Hundreds of signups — go community-led, skip the big stage \|
72	\| ~$5K \| ~1,800 votes/24h — daily-crown territory, but pace it: one campaign at this level had its #1 revoked in a post-hoc vote sweep \|
73	\| $10–20K \| Seven-figure impressions, four-figure signups \|
74	\| <$20K total \| A 10K-star open-source launch with a team of ≤5 \|
75
76	Sanity ratio before you allocate: PH exposure→upvote ≈ 1%, while Reddit exposure→GitHub star runs 5–8%. Small budgets belong in niche communities and micro-creators, not leaderboards. Weekly PH badge ≈ 7x the exposure of daily, monthly ≈ 30x — pick the board before picking the date.
77
78	## 📚 Free Resources
79
80	GitHub Playbook (Free):
81	- [Gingiris Launch Playbook](https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/gingiris-launch) - Complete launch strategy
82	- [Gingiris Open Source Marketing](https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/gingiris-opensource) - OSS marketing tactics
83
84	## 💎 Premium Resources
85
86	Gumroad Products:
87	- [AI Product Global Launch Guide](https://gingiris.gumroad.com/l/nxkifd) - Deep-dive with case studies
88	- [Complete Launch Bundle](https://gingiris.gumroad.com/l/gingiris-complete-global-launch-bundle) - All playbooks in one
89
90	## 🎯 Need Expert Help?
91
92	1-on-1 Consulting with Iris (30x PH #1 Winner, AFFiNE Co-founder):
93	- 30 min session: ¥800
94	- 60 min session: ¥1500
95	- Monthly retainer: ¥7000
96
97	👉 Book now: [gingiris.tools/services](https://gingiris.tools)
98
99	---
100
101	Keywords: AI launch, AI product launch, launching AI product, AI startup launch, AI go-to-market, AI GTM strategy
102
103
104	---
105
106	## 🔗 About the Author
107
108	Iris Wei — Growth consultant for 150+ AI startups. Ex-COO at AFFiNE (69K GitHub stars).
109
110	- 🐦 Twitter: [@WeiYipei](https://twitter.com/WeiYipei) — Daily growth tactics
111	- 💬 Consulting: [@Iris_carrot on Telegram](https://t.me/Iris_carrot)
112	- 🛒 Premium Bundle (all 5 playbooks + templates): [Get on Gumroad ($249)](https://gingiris.gumroad.com/l/gingiris-complete-global-launch-bundle)
113	- 📚 40+ Free Playbooks: [gingiris.tools/skills](https://gingiris.tools/skills/)
114
115