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Gingiris/gingiris-launch

🚀 Product Hunt Launch Playbook — Proven tactics from 30x daily #1 winner. Complete go-to-market guide for AI products, startups & open source. Real case studies: Manus, Devin, AFFiNE.

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How it works

gingiris-launch

When your agent uses it

🇺🇸 Product Hunt Launch Playbook 2026 — AI product go-to-market SOP from 30x #1 Product Hunt winners (Manus, Devin, AFFiNE). KOL outreach templates, UGC growth tactics, Reddit marketing, global launch checklist, hunter network, email sequences, viral momentum, timing & timezone strategy. 🇨🇳 AI产品全球发布行动指南 — 基于 Manus、Devin 等现象级产品的实战复盘。包含完整的 Product Hunt 发布 SOP、KOL 合作、UGC 增长策略。 🇯🇵 AIプロダクトグローバルローンチガイド — Manus、Devinなどのバイラル製品の実戦経験に基づく。Product Hunt発売SOP、KOLアウトリーチ、UGC成長戦略を含む。 🇰🇷 AI 제품 글로벌 런칭 플레이북 — Manus, Devin 등 바이럴 제품의 실전 경험 기반. Product Hunt 런칭 SOP, KOL 협업, UGC 성장 전략 포함. Triggers: "product launch" | "Product Hunt launch" | "PH launch" | "launch on Product Hunt" | "AI product launch" | "startup launch" | "go to market" | "GTM strategy" | "KOL outreach" | "influencer marketing" | "UGC growth" | "Reddit marketing" | "HackerNews launch" | "go global" | "出海运营" | "产品发布" | "冷启动"

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Frontmatter

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SKILL.md

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Reference documents

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The playbook

  1. 中文版
  2. Quick Navigation (All Languages)
  3. 🔍 SEO & GEO 优化

Files

  • .github/FUNDING.ymlasset60 bytes
  • .github/ISSUE_TEMPLATE/content-issue.mddoc310 bytes
  • .github/ISSUE_TEMPLATE/content-request.mddoc280 bytes
  • .github/PULL_REQUEST_TEMPLATE.mddoc438 bytes
  • .github/star_milestone.txtdoc3 bytes
  • .github/workflows/star-tracker.ymlasset2,277 bytes
  • CODE_OF_CONDUCT.mddoc1,225 bytes
  • CONTRIBUTING.mddoc1,206 bytes
  • LICENSEasset1,076 bytes
  • README.mddoc19,502 bytes
  • SKILL.mdcore6,812 bytes
  • assets/banner.pngasset225,011 bytes
  • assets/logo-wall.jpgasset107,581 bytes
  • assets/logo.pngasset24,245 bytes
  • assets/star.pngasset23,511 bytes
  • references/budget.mddoc2,880 bytes
  • references/en/README.mddoc1,644 bytes
  • references/en/ph-launch.mddoc3,445 bytes
  • references/en/preparation.mddoc3,422 bytes
  • references/en/product-launch.mddoc2,070 bytes
  • references/en/strategy.mddoc3,175 bytes
  • references/en/templates.mddoc3,315 bytes
  • references/en/tools.mddoc3,174 bytes
  • references/ja/README.mddoc2,001 bytes
  • references/ja/ph-launch.mddoc2,614 bytes
  • references/ja/preparation.mddoc2,416 bytes
  • references/ja/product-launch.mddoc1,645 bytes
  • references/ja/strategy.mddoc2,928 bytes
  • references/ja/templates.mddoc2,448 bytes
  • references/ja/tools.mddoc2,570 bytes
  • references/ko/README.mddoc1,700 bytes
  • references/ko/ph-launch.mddoc2,350 bytes
  • references/ko/preparation.mddoc2,002 bytes
  • references/ko/product-launch.mddoc1,415 bytes
  • references/ko/strategy.mddoc2,495 bytes
  • references/ko/templates.mddoc2,097 bytes
  • references/ko/tools.mddoc2,207 bytes
  • references/ph-launch.mddoc4,709 bytes
  • references/preparation.mddoc7,918 bytes
  • references/product-launch.mddoc3,696 bytes
  • references/seo-geo-guide.mddoc4,924 bytes
  • references/strategy.mddoc6,011 bytes
  • references/templates.mddoc6,660 bytes
  • references/tools.mddoc5,091 bytes
Read SKILL.md

# AI 产品全球发布行动指南

> 🌍 **Language / 语言**: [中文](#中文版) | [English](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/README.md) | [日本語](https://github.com/Gingiris/gingiris-launch/blob/main/references/ja/README.md) | [한국어](https://github.com/Gingiris/gingiris-launch/blob/main/references/ko/README.md)

---

## 中文版

> 作者：Iris (生姜iris) | 版本：Final v7.0 (2026年2月)

### 核心原则

- **用户至上，始于价值** — 所有内容和渠道策略都以为目标用户创造真实价值为出发点
- **内容为王，渠道为后** — 高质量的内容是传播的根本，渠道只是放大器
View the complete source on GitHub

Skills included

  • gingiris-launch

Repository facts

License
MIT
Created
Mar 5, 2026
Last pushed
May 7, 2026
Forks
29
Open issues
2
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Show all 264 signals by file

.github/FUNDING.yml

  • Network accessline 1
    github: [Gingiris] custom: ["https://gingiris.gumroad.com"]
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    custom: ["https://gingiris.gumroad.com"]

.github/workflows/star-tracker.yml

  • Access to secretsline 21
    [Credential-related source omitted]
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    [Credential-related source omitted]
  • Network accessline 25
    # Get current star count           r = requests.get(f'https://api.github.com/repos/{repo}', headers=headers)
  • Network accessline 26
    r = requests.get(f'https://api.github.com/repos/{repo}', headers=headers)
  • Network accessline 39
    # Check if we have a file tracking the last celebrated milestone                   try:                       r2 = requests.get(
  • Network accessline 40
    try:                       r2 = requests.get(                           f'https://api.github.com/repos/{repo}/contents/.github/star_milestone.txt',
  • Network accessline 41
    r2 = requests.get(
  • Network accessline 42
    f'https://api.github.com/repos/{repo}/contents/.github/star_milestone.txt',

CODE_OF_CONDUCT.md

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    This Code of Conduct is adapted from the [Contributor Covenant](https://www.contributor-covenant.org), version 2.0.

README.md

  • Network accessline 9
    [![GitHub stars](https://img.shields.io/github/stars/Gingiris/gingiris-launch?style=social)](https://github.com/Gingiris/gingiris-launch/stargazers)
  • Network accessline 10
    [![GitHub forks](https://img.shields.io/github/forks/Gingiris/gingiris-launch?style=social)](https://github.com/Gingiris/gingiris-launch/network/members)
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    [![GitHub watchers](https://img.shields.io/github/watchers/Gingiris/gingiris-launch?style=social)](https://github.com/Gingiris/gingiris-launch/watchers)
  • Network accessline 12
    [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT)
  • Network accessline 13
    [![Website](https://img.shields.io/badge/Website-gingiris.com-blue)](https://www.gingiris.com)
  • Network accessline 14
    [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/Gingiris/gingiris-launch/pulls)
  • Network accessline 15
    [![Last Commit](https://img.shields.io/github/last-commit/Gingiris/gingiris-launch?color=blue)](https://github.com/Gingiris/gingiris-launch/commits/main)
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    [![Contributors](https://img.shields.io/github/contributors/Gingiris/gingiris-launch?color=orange)](https://github.com/Gingiris/gingiris-launch/graphs/contributors)
  • Network accessline 22
    > 💡 **Need a 1-on-1 architecture call for your B2B/Open-source launch? Book a session for $200** (Crypto/USDT and Wire Transfer accepted) — [Contact @Iris_carrot on Telegram](https://t.me/Iris_carrot)
  • Network accessline 24
    > Or visit **[gingiris.com](https://gingiris.com/en)** — Iris's consulting practice with 1:1 sessions, startup coaching, and enterprise retainer options.
  • Network accessline 80
    > | Flagship Bundle | $199 USD | Complete SOP, competitor research framework, templates | > > 📩 [Contact @Iris_carrot on Telegram](https://t.me/Iris_carrot) — Crypto/USDT and Wire Transfer accepted
  • Network accessline 82
    > 📩 [Contact @Iris_carrot on Telegram](https://t.me/Iris_carrot) — Crypto/USDT and Wire Transfer accepted
  • Network accessline 88
    Created by **Iris (生姜iris)**, former cofounder & COO of [AFFiNE](https://github.com/toeverything/AFFiNE) (60k+ stars). This go-to-market strategy playbook documents the exact GTM tactics used at AFFiNE.
  • Network accessline 111
    > 📢 **Used this playbook for your launch?** We'd love to feature your story! [Submit your case study](https://github.com/Gingiris/gingiris-launch/issues/new?labels=success-story&title=🎉+Success+Story:+[Your+Project])
  • Network accessline 123
    Created by **Iris (生姜iris)**, former cofounder & COO of [AFFiNE](https://github.com/toeverything/AFFiNE) (60k+ stars). This playbook documents the exact strategies that achieved:
  • Network accessline 125
    >[**gingiris.com/en**](https://gingiris.com/en) — Open-source growth, global launch, and operations consulting by Iris.
  • Network accessline 131
    [![Install on ClawHub](https://img.shields.io/badge/Install_on-ClawHub-blue?style=flat-square&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0id2hpdGUiPjxwYXRoIGQ9Ik0xMiA
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    > Your AI agent can then help you execute go-to-market strategies, generate content, and manage your campaign. > > 📦 **Also available**: [All Gingiris Growth Playbooks on ClawHub](https://clawhub.ai/u/gingiris)
  • Network accessline 139
    > 📦 **Also available**: [All Gingiris Growth Playbooks on ClawHub](https://clawhub.ai/u/gingiris)
  • Network accessline 171
    | Topic | Description | File | |:---|:---|:---| | Core Strategy & Cases | GTM strategy framework with real case studies | [references/en/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) |
  • Network accessline 172
    |:---|:---|:---| | Core Strategy & Cases | GTM strategy framework with real case studies | [references/en/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | | Preparation SOP | Step-by-step go-to
  • Network accessline 173
    | Core Strategy & Cases | GTM strategy framework with real case studies | [references/en/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) |
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    | Preparation SOP | Step-by-step go-to-market preparation | [references/en/preparation.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/preparation.md) |
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    | Product Launch | Launch execution playbook | [references/en/product-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/product-launch.md) |
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    | Product Hunt Launch | PH #1 strategy and tactics | [references/en/ph-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/ph-launch.md) |
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    | Channel Templates | Ready-to-use GTM templates | [references/en/templates.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/templates.md) |
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    | Toolkit | Tools for go-to-market execution | [references/en/tools.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/tools.md) |
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    | 主题 | 说明 | 文件 | |:---|:---|:---| | 核心策略与案例 | GTM 策略框架与真实案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) |
  • Network accessline 198
    |:---|:---|:---| | 核心策略与案例 | GTM 策略框架与真实案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | | 准备阶段 SOP | 分步骤的出海准备清单 | [references/preparation.md](https://github.com/Gingiris/gingiris
  • Network accessline 199
    | 核心策略与案例 | GTM 策略框架与真实案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) |
  • Network accessline 200
    | 准备阶段 SOP | 分步骤的出海准备清单 | [references/preparation.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/preparation.md) |
  • Network accessline 201
    | Product Launch | 产品发布执行手册 | [references/product-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/product-launch.md) |
  • Network accessline 202
    | Product Hunt 发布 | PH 打榜策略与技巧 | [references/ph-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/ph-launch.md) |
  • Network accessline 203
    | 渠道内容模板 | 即用型 GTM 模板 | [references/templates.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/templates.md) |
  • Network accessline 204
    | 工具箱 | 出海执行工具集 | [references/tools.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/tools.md) |
  • Network accessline 205
    | 预算分配 | 预算规划与分配策略 | [references/budget.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/budget.md) |
  • Network accessline 211
    | 🇺🇸 English | 🇨🇳 中文 | 🇯🇵 日本語 | 🇰🇷 한국어 | |:---|:---|:---|:---| | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/stra
  • Network accessline 212
    |:---|:---|:---|:---| | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | [コア戦略](https://github.com/Ging
  • Network accessline 213
    | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | [コア戦略](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 214
    | [Preparation](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/preparation.md) | [准备阶段](https://github.com/Gingiris/gingiris-launch/blob/main/references/preparation.md) | [準備段階](https://github.com/Gingiris/gingiris-laun
  • Network accessline 215
    | [Product Launch](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/product-launch.md) | [产品发布](https://github.com/Gingiris/gingiris-launch/blob/main/references/product-launch.md) | [製品ローンチ](https://github.com/Gingiris/gi
  • Network accessline 216
    | [PH Launch](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/ph-launch.md) | [PH发布](https://github.com/Gingiris/gingiris-launch/blob/main/references/ph-launch.md) | [PHローンチ](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 217
    | [Templates](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/templates.md) | [内容模板](https://github.com/Gingiris/gingiris-launch/blob/main/references/templates.md) | [テンプレート](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 218
    | [Tools](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/tools.md) | [工具箱](https://github.com/Gingiris/gingiris-launch/blob/main/references/tools.md) | [ツール](https://github.com/Gingiris/gingiris-launch/blob/main/referen
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    [![Get the Playbook](https://img.shields.io/badge/Get_the_Playbook-Gumroad-ff90e8?style=for-the-badge&logo=gumroad)](https://gingiris.gumroad.com/l/vhmkew)
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    | Platform | Link | |:---------|:-----| | 🐦 Twitter | [@WeiYipei](https://x.com/WeiYipei) |
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    |:---------|:-----| | 🐦 Twitter | [@WeiYipei](https://x.com/WeiYipei) | | 💼 LinkedIn | [Yipei Wei](https://www.linkedin.com/in/yipei-wei-550825105/) |
  • Network accessline 236
    | 🐦 Twitter | [@WeiYipei](https://x.com/WeiYipei) |
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    | 💼 LinkedIn | [Yipei Wei](https://www.linkedin.com/in/yipei-wei-550825105/) |
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    | 💬 Telegram | [@Iris_carrot](https://t.me/Iris_carrot) |
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    | Playbook | Focus | Link | |:---------|:------|:-----| | gingiris-opensource | Open Source Launch Marketing | [GitHub](https://github.com/Gingiris/gingiris-opensource) |
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    |:---------|:------|:-----| | gingiris-opensource | Open Source Launch Marketing | [GitHub](https://github.com/Gingiris/gingiris-opensource) | | gingiris-b2b-growth | B2B SaaS Growth Playbook | [GitHub](https://github.com/Gingiris/gingiris-
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    | gingiris-opensource | Open Source Launch Marketing | [GitHub](https://github.com/Gingiris/gingiris-opensource) |
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    | gingiris-b2b-growth | B2B SaaS Growth Playbook | [GitHub](https://github.com/Gingiris/gingiris-b2b-growth) |
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    | gingiris-aso-growth | Mobile App ASO & Growth | [GitHub](https://github.com/Gingiris/gingiris-aso-growth) |
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    | gingiris-user-interview | User Interview Playbook | [GitHub](https://github.com/Gingiris/gingiris-user-interview) |
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    - [Product Hunt Launch Playbook: The Definitive Guide (30x #1 Winner)](https://gingiris.github.io/growth-tools/blog/2026/03/25/product-hunt-launch-playbook-the-definitive-guide-30x-1-winner/)
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    - [How to Launch on Product Hunt: Step-by-Step](https://gingiris.github.io/growth-tools/blog/2026/03/29/how-to-launch-on-product-hunt-stepbystep-guide-30x-1-winner/)
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    - [AFFiNE GitHub Stars: How We Grew from 0 to 60K](https://gingiris.github.io/growth-tools/blog/2026/03/25/how-to-get-more-github-stars-the-definitive-guide-33k-stars-case-study/)
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    - [Reddit Marketing Without Getting Banned](https://gingiris.github.io/growth-tools/blog/2026/03/30/reddit-marketing-guide-how-to-promote-without-getting-banned/)
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    - [After Product Hunt: 7 Ways to Keep the Momentum](https://gingiris.github.io/growth-tools/blog/2026/04/06/after-product-hunt-launch-7-ways-to-keep-momentum/)
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    **Q: Who built this?** A: [Iris Wei (生姜)](https://github.com/Gingiris) — former cofounder/COO of [AFFiNE](https://github.com/toeverything/AFFiNE) (60k+ GitHub stars), 30x #1 Product Hunt winner, advisor to 150+ AI startups on global go-to-m
  • Network accessline 285
    A: [Iris Wei (生姜)](https://github.com/Gingiris) — former cofounder/COO of [AFFiNE](https://github.com/toeverything/AFFiNE) (60k+ GitHub stars), 30x #1 Product Hunt winner, advisor to 150+ AI startups on global go-to-market.
  • Network accessline 291
    - **[gingiris-growth-finder](https://github.com/Gingiris/gingiris-growth-finder)** — Meta-router that picks the right growth playbook for your situation
  • Network accessline 292
    - **[gingiris-opensource](https://github.com/Gingiris/gingiris-opensource)** — If you're launching an open source project, pair this with OSS marketing
  • Network accessline 293
    - **[gingiris-b2b-growth](https://github.com/Gingiris/gingiris-b2b-growth)** — Post-launch B2B SaaS growth (PLG/SLG from PMF to $10M ARR)
  • Network accessline 294
    - **[gingiris-aso-growth](https://github.com/Gingiris/gingiris-aso-growth)** — If you're launching a mobile app, complement with ASO and UGC tactics
  • Network accessline 296
    All five at [skills.sh/Gingiris](https://skills.sh/Gingiris).
  • Network accessline 299
    <script type="application/ld+json"> {   "@context": "https://schema.org",
  • Network accessline 300
    {   "@context": "https://schema.org",   "@type": "SoftwareApplication",
  • Network accessline 301
    "@context": "https://schema.org",
  • Network accessline 306
    "operatingSystem": "Any (Claude Code, Cursor, Codex, Amp, Cline)",   "description": "Product Hunt launch playbook for AI products and startups. Battle-tested SOP from a 30x #1 Product Hunt winner — Manus, Devin, AFFiNE case studies. KOL out
  • Network accessline 307
    "description": "Product Hunt launch playbook for AI products and startups. Battle-tested SOP from a 30x #1 Product Hunt winner — Manus, Devin, AFFiNE case studies. KOL outreach, hunter network, UGC tactics, timezone strategy.",   "url": "ht
  • Network accessline 308
    "url": "https://skills.sh/Gingiris/gingiris-launch",
  • Network accessline 309
    "downloadUrl": "https://github.com/Gingiris/gingiris-launch",
  • Network accessline 310
    "installUrl": "https://skills.sh/Gingiris/gingiris-launch",
  • Network accessline 311
    "license": "https://opensource.org/licenses/MIT",
  • Network accessline 314
    "name": "Iris Wei",     "alternateName": "生姜",     "url": "https://github.com/Gingiris",
  • Network accessline 315
    "alternateName": "生姜",     "url": "https://github.com/Gingiris",     "sameAs": ["https://gingiris.com"]
  • Network accessline 316
    "url": "https://github.com/Gingiris",
  • Network accessline 317
    "sameAs": ["https://gingiris.com"]

SKILL.md

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    > 🌍 **Language / 语言**: [中文](#中文版) | [English](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/README.md) | [日本語](https://github.com/Gingiris/gingiris-launch/blob/main/references/ja/README.md) | [한국어](https://github.com/G
  • Network accessline 47
    | 主题 | 文件 | |:---|:---| | 核心策略与案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) |
  • Network accessline 48
    |:---|:---| | 核心策略与案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | | 准备阶段 SOP | [references/preparation.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/prepa
  • Network accessline 49
    | 核心策略与案例 | [references/strategy.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) |
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    | 准备阶段 SOP | [references/preparation.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/preparation.md) |
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    | Product Launch | [references/product-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/product-launch.md) |
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    | Product Hunt 发布 | [references/ph-launch.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/ph-launch.md) |
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    | 渠道内容模板 | [references/templates.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/templates.md) |
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    | 工具箱 | [references/tools.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/tools.md) |
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    | 预算分配 | [references/budget.md](https://github.com/Gingiris/gingiris-launch/blob/main/references/budget.md) |
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    | 🇨🇳 中文 | 🇺🇸 English | 🇯🇵 日本語 | 🇰🇷 한국어 | |:---|:---|:---|:---| | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/stra
  • Network accessline 62
    |:---|:---|:---|:---| | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | [コア戦略](https://github.com/Ging
  • Network accessline 63
    | [核心策略](https://github.com/Gingiris/gingiris-launch/blob/main/references/strategy.md) | [Core Strategy](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/strategy.md) | [コア戦略](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 64
    | [准备阶段](https://github.com/Gingiris/gingiris-launch/blob/main/references/preparation.md) | [Preparation](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/preparation.md) | [準備段階](https://github.com/Gingiris/gingiris-laun
  • Network accessline 65
    | [产品发布](https://github.com/Gingiris/gingiris-launch/blob/main/references/product-launch.md) | [Product Launch](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/product-launch.md) | [製品ローンチ](https://github.com/Gingiris/gi
  • Network accessline 66
    | [PH发布](https://github.com/Gingiris/gingiris-launch/blob/main/references/ph-launch.md) | [PH Launch](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/ph-launch.md) | [PHローンチ](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 67
    | [内容模板](https://github.com/Gingiris/gingiris-launch/blob/main/references/templates.md) | [Templates](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/templates.md) | [テンプレート](https://github.com/Gingiris/gingiris-launch/b
  • Network accessline 68
    | [工具箱](https://github.com/Gingiris/gingiris-launch/blob/main/references/tools.md) | [Tools](https://github.com/Gingiris/gingiris-launch/blob/main/references/en/tools.md) | [ツール](https://github.com/Gingiris/gingiris-launch/blob/main/referen

references/en/ph-launch.md

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    **Tool:** [PH Deck](https://www.phdeck.com/) — Check daily featured products

references/en/preparation.md

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    **Tools:** [Prolific](https://www.prolific.com/), [AITDK](https://aitdk.com/), [Keywords Everywhere](https://chromewebstore.google.com/detail/keywords-everywhere-keywo/hbapdpeemoojbophdfndmlgdhppljgmp)
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    ### AI Agent Workflow 1. **Pain Point Discovery:** [Reddit Pain Points Agent](https://leapility.com/share/agent/i-6nto7kumdswl)
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    1. **Pain Point Discovery:** [Reddit Pain Points Agent](https://leapility.com/share/agent/i-6nto7kumdswl)
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    2. **Content Strategy:** [Reddit Marketing Agent](https://leapility.com/share/agent/i-8poxa0f1xq9q)

references/en/tools.md

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    | Tool | Purpose | Link | |:---|:---|:---| | Reddit Pain Points Agent | AI: Scrape and analyze Reddit user pain points | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    |:---|:---|:---| | Reddit Pain Points Agent | AI: Scrape and analyze Reddit user pain points | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) | | Reddit Marketing Agent | AI: Generate Reddit content strategy | [Leapility](htt
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    | Reddit Pain Points Agent | AI: Scrape and analyze Reddit user pain points | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    | Reddit Marketing Agent | AI: Generate Reddit content strategy | [Leapility](https://leapility.com/share/agent/i-8poxa0f1xq9q) |
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    | Toolify Social Listening | Track product-related discussions | [toolify.ai](https://www.toolify.ai/social-listening) |
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    | Vizzylabs | Viral content analysis | [vizzylabs.ai](https://app.vizzylabs.ai/trending) |
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    | PH Deck | Daily PH featured products | [phdeck.com](https://www.phdeck.com/) |
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    | AITDK | SEO keyword analysis | [aitdk.com](https://aitdk.com/) |
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    | Prolific | User research platform | [prolific.com](https://www.prolific.com/) |
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    | Tool | Purpose | Link | |:---|:---|:---| | EEzycollab | KOL matching & email | [eezycollab.com](https://www.eezycollab.com/) |
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    |:---|:---|:---| | EEzycollab | KOL matching & email | [eezycollab.com](https://www.eezycollab.com/) | | Growi | Creator/UGC management | [growi.io](https://www.growi.io/grow) |
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    | EEzycollab | KOL matching & email | [eezycollab.com](https://www.eezycollab.com/) |
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    | Growi | Creator/UGC management | [growi.io](https://www.growi.io/grow) |
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    | Magicbrief | KOL/UGC brief writing | [magicbrief.com](https://magicbrief.com/) |
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    | Viral.app | UGC traffic tracking | [viral.app](https://viral.app/) |
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    | Tool | Purpose | Link | |:---|:---|:---| | EEzycollab | KOL matching & personalized email outreach | [eezycollab.com](https://www.eezycollab.com/) |
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    |:---|:---|:---| | EEzycollab | KOL matching & personalized email outreach | [eezycollab.com](https://www.eezycollab.com/) | | Magicbrief | KOL/UGC brief writing | [magicbrief.com](https://magicbrief.com/) |
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    | EEzycollab | KOL matching & personalized email outreach | [eezycollab.com](https://www.eezycollab.com/) |
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    | Magicbrief | KOL/UGC brief writing | [magicbrief.com](https://magicbrief.com/) |
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    | Tool | Purpose | Link | |:---|:---|:---| | Juicebox | Short link + UTM tracking | [juicebox.ai](https://juicebox.ai/) |
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    |:---|:---|:---| | Juicebox | Short link + UTM tracking | [juicebox.ai](https://juicebox.ai/) | | Bitly | Short links | [bitly.com](https://bitly.com) |
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    | Juicebox | Short link + UTM tracking | [juicebox.ai](https://juicebox.ai/) |
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    | Bitly | Short links | [bitly.com](https://bitly.com) |
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    | Mixpanel | User behavior analytics | [mixpanel.com](https://mixpanel.com/) |
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    | PostHog | Open source analytics | [posthog.com](https://posthog.com/) |
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    | Tool | Purpose | Link | |:---|:---|:---| | Arcade | Interactive product demos | [arcade.software](https://www.arcade.software/) |
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    |:---|:---|:---| | Arcade | Interactive product demos | [arcade.software](https://www.arcade.software/) | | Imgflip | Meme generator | [imgflip.com](https://imgflip.com/memetemplates) |
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    | Arcade | Interactive product demos | [arcade.software](https://www.arcade.software/) |
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    | Imgflip | Meme generator | [imgflip.com](https://imgflip.com/memetemplates) |
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    | Tool | Purpose | Link | |:---|:---|:---| | Discord Hunt | Find Discord communities | [discordhunt.com](https://discordhunt.com/) |
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    |:---|:---|:---| | Discord Hunt | Find Discord communities | [discordhunt.com](https://discordhunt.com/) | | Reddit List | Find quality subreddits | [reddit-list.com](https://www.reddit-list.com/en) |
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    | Discord Hunt | Find Discord communities | [discordhunt.com](https://discordhunt.com/) |
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    | Reddit List | Find quality subreddits | [reddit-list.com](https://www.reddit-list.com/en) |
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    | **Website** | Official | Final conversion point for all traffic | | **GitHub** | Open source | Developer community hub | | **DevHunt** | Dev tools ranking | [devhunt.org](https://devhunt.org/) |
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    | **DevHunt** | Dev tools ranking | [devhunt.org](https://devhunt.org/) |

references/ja/tools.md

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    | ツール | 目的 | リンク | |:---|:---|:---| | Reddit Pain Points Agent | AI：Redditユーザーのペインポイント分析 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    |:---|:---|:---| | Reddit Pain Points Agent | AI：Redditユーザーのペインポイント分析 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) | | Reddit Marketing Agent | AI：Redditコンテンツ戦略生成 | [Leapility](https://leapility.com/share/agent/i-8poxa0f1
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    | Reddit Pain Points Agent | AI：Redditユーザーのペインポイント分析 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    | Reddit Marketing Agent | AI：Redditコンテンツ戦略生成 | [Leapility](https://leapility.com/share/agent/i-8poxa0f1xq9q) |
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    | Vizzylabs | バイラルコンテンツ分析 | [vizzylabs.ai](https://app.vizzylabs.ai/trending) |
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    | PH Deck | 毎日のPH Featured製品 | [phdeck.com](https://www.phdeck.com/) |
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    | AITDK | SEOキーワード分析 | [aitdk.com](https://aitdk.com/) |
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    | ツール | 目的 | リンク | |:---|:---|:---| | EEzycollab | KOLマッチング＆メール | [eezycollab.com](https://www.eezycollab.com/) |
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    |:---|:---|:---| | EEzycollab | KOLマッチング＆メール | [eezycollab.com](https://www.eezycollab.com/) | | Growi | クリエイター/UGC管理 | [growi.io](https://www.growi.io/grow) |
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    | EEzycollab | KOLマッチング＆メール | [eezycollab.com](https://www.eezycollab.com/) |
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    | Growi | クリエイター/UGC管理 | [growi.io](https://www.growi.io/grow) |
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    | Magicbrief | KOL/UGCブリーフ作成 | [magicbrief.com](https://magicbrief.com/) |
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    | ツール | 目的 | リンク | |:---|:---|:---| | EEzycollab | KOLマッチングとパーソナライズドメールアウトリーチ | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 27
    | EEzycollab | KOLマッチングとパーソナライズドメールアウトリーチ | [eezycollab.com](https://www.eezycollab.com/) |
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    | ツール | 目的 | リンク | |:---|:---|:---| | Bitly | 短縮リンク | [bitly.com](https://bitly.com) |
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    |:---|:---|:---| | Bitly | 短縮リンク | [bitly.com](https://bitly.com) | | Mixpanel | ユーザー行動分析 | [mixpanel.com](https://mixpanel.com/) |
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    | Bitly | 短縮リンク | [bitly.com](https://bitly.com) |
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    | Mixpanel | ユーザー行動分析 | [mixpanel.com](https://mixpanel.com/) |
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    | PostHog | オープンソース分析 | [posthog.com](https://posthog.com/) |

references/ko/tools.md

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    | 도구 | 목적 | 링크 | |:---|:---|:---| | Reddit Pain Points Agent | AI: Reddit 사용자 페인 포인트 분석 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    |:---|:---|:---| | Reddit Pain Points Agent | AI: Reddit 사용자 페인 포인트 분석 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) | | Reddit Marketing Agent | AI: Reddit 콘텐츠 전략 생성 | [Leapility](https://leapility.com/share/agent/i-8poxa
  • Network accessline 7
    | Reddit Pain Points Agent | AI: Reddit 사용자 페인 포인트 분석 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
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    | Reddit Marketing Agent | AI: Reddit 콘텐츠 전략 생성 | [Leapility](https://leapility.com/share/agent/i-8poxa0f1xq9q) |
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    | Vizzylabs | 바이럴 콘텐츠 분석 | [vizzylabs.ai](https://app.vizzylabs.ai/trending) |
  • Network accessline 10
    | PH Deck | 매일 PH Featured 제품 | [phdeck.com](https://www.phdeck.com/) |
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    | AITDK | SEO 키워드 분석 | [aitdk.com](https://aitdk.com/) |
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    | 도구 | 목적 | 링크 | |:---|:---|:---| | EEzycollab | KOL 매칭 & 이메일 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 16
    |:---|:---|:---| | EEzycollab | KOL 매칭 & 이메일 | [eezycollab.com](https://www.eezycollab.com/) | | Growi | 크리에이터/UGC 관리 | [growi.io](https://www.growi.io/grow) |
  • Network accessline 17
    | EEzycollab | KOL 매칭 & 이메일 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 18
    | Growi | 크리에이터/UGC 관리 | [growi.io](https://www.growi.io/grow) |
  • Network accessline 19
    | Magicbrief | KOL/UGC 브리프 작성 | [magicbrief.com](https://magicbrief.com/) |
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    | 도구 | 목적 | 링크 | |:---|:---|:---| | EEzycollab | KOL 매칭 및 개인화 이메일 아웃리치 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 27
    | EEzycollab | KOL 매칭 및 개인화 이메일 아웃리치 | [eezycollab.com](https://www.eezycollab.com/) |
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    | 도구 | 목적 | 링크 | |:---|:---|:---| | Bitly | 단축 링크 | [bitly.com](https://bitly.com) |
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    |:---|:---|:---| | Bitly | 단축 링크 | [bitly.com](https://bitly.com) | | Mixpanel | 사용자 행동 분석 | [mixpanel.com](https://mixpanel.com/) |
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    | Bitly | 단축 링크 | [bitly.com](https://bitly.com) |
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    | Mixpanel | 사용자 행동 분석 | [mixpanel.com](https://mixpanel.com/) |
  • Network accessline 35
    | PostHog | 오픈소스 분석 | [posthog.com](https://posthog.com/) |

references/ph-launch.md

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    **实用工具：** [PH Deck](https://www.phdeck.com/) — 每日查看Featured产品

references/preparation.md

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    **实用工具：** - 海外用户调研：[Prolific](https://www.prolific.com/)
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    - 海外用户调研：[Prolific](https://www.prolific.com/)
  • Network accessline 17
    - SEO关键词：[AITDK](https://aitdk.com/)、[Keywords Everywhere](https://chromewebstore.google.com/detail/keywords-everywhere-keywo/hbapdpeemoojbophdfndmlgdhppljgmp)
  • Network accessline 53
    **实用工具：** - 交互式Demo：[Arcade](https://www.arcade.software/)
  • Network accessline 54
    - 交互式Demo：[Arcade](https://www.arcade.software/)
  • Network accessline 55
    - 用户行为分析：[Mixpanel](https://mixpanel.com/)、[PostHog](https://posthog.com/)
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    **第一步：用户痛点洞察** - 工具：[Reddit User Pain Points Playbook](https://leapility.com/share/agent/i-6nto7kumdswl)
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    - 工具：[Reddit User Pain Points Playbook](https://leapility.com/share/agent/i-6nto7kumdswl)
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    **第二步：内容策略生成** - 工具：[Reddit Marketing Strategist](https://leapility.com/share/agent/i-8poxa0f1xq9q)
  • Network accessline 214
    - 工具：[Reddit Marketing Strategist](https://leapility.com/share/agent/i-8poxa0f1xq9q)

references/seo-geo-guide.md

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    {   "@context": "https://schema.org",
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    "@context": "https://schema.org",
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    # 批量提交 curl -X POST https://www.bing.com/indexnow \
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    curl -X POST https://www.bing.com/indexnow \
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    "key": "YOUR-INDEXNOW-KEY",     "urlList": [       "https://yourproduct.com/blog/launch-announcement",
  • Network accessline 106
    "urlList": [       "https://yourproduct.com/blog/launch-announcement",       "https://yourproduct.com/features",
  • Network accessline 107
    "https://yourproduct.com/blog/launch-announcement",
  • Network accessline 108
    "https://yourproduct.com/features",
  • Network accessline 109
    "https://yourproduct.com/pricing"

references/tools.md

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    | 工具 | 用途 | 链接 | |:---|:---|:---| | Reddit User Pain Points Playbook | AI Agent：抓取并分析Reddit用户痛点 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
  • Network accessline 6
    |:---|:---|:---| | Reddit User Pain Points Playbook | AI Agent：抓取并分析Reddit用户痛点 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) | | Reddit Marketing Strategist | AI Agent：生成Reddit内容策略、查询版规 | [Leapility](https://leapility.com/
  • Network accessline 7
    | Reddit User Pain Points Playbook | AI Agent：抓取并分析Reddit用户痛点 | [Leapility](https://leapility.com/share/agent/i-6nto7kumdswl) |
  • Network accessline 8
    | Reddit Marketing Strategist | AI Agent：生成Reddit内容策略、查询版规 | [Leapility](https://leapility.com/share/agent/i-8poxa0f1xq9q) |
  • Network accessline 9
    | Toolify Social Listening | AI社媒监听，追踪产品相关讨论 | [toolify.ai](https://www.toolify.ai/social-listening) |
  • Network accessline 10
    | Vizzylabs | 爆款内容分析，了解当前社媒趋势 | [vizzylabs.ai](https://app.vizzylabs.ai/trending) |
  • Network accessline 11
    | PH Deck | 每日查看Product Hunt Featured产品 | [phdeck.com](https://www.phdeck.com/) |
  • Network accessline 12
    | AITDK | SEO插件，关键词分析 | [aitdk.com](https://aitdk.com/) |
  • Network accessline 13
    | Keywords Everywhere | SEO插件，关键词搜索量查询 | [Chrome插件](https://chromewebstore.google.com/detail/keywords-everywhere-keywo/hbapdpeemoojbophdfndmlgdhppljgmp) |
  • Network accessline 14
    | Semrush | 全面的SEO分析工具 | [教程参考](https://www.ylsseo.com/semrush-tutorial/) |
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    | Prolific | 海外用户调研平台 | [prolific.com](https://www.prolific.com/) |
  • Network accessline 21
    | 工具 | 用途 | 链接 | |:---|:---|:---| | EEzycollab | KOL匹配&发邮件 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 22
    |:---|:---|:---| | EEzycollab | KOL匹配&发邮件 | [eezycollab.com](https://www.eezycollab.com/) | | Nanoinfluncer | KOL匹配/竞品账号调研 | [nanoinfluencer.ai](https://www.nanoinfluencer.ai/) |
  • Network accessline 23
    | EEzycollab | KOL匹配&发邮件 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 24
    | Nanoinfluncer | KOL匹配/竞品账号调研 | [nanoinfluencer.ai](https://www.nanoinfluencer.ai/) |
  • Network accessline 25
    | easykol | KOL管理工具 | [easykol.com](https://easykol.com/) |
  • Network accessline 26
    | Growi | 专门管理达人/UGC创作者 | [growi.io](https://www.growi.io/grow) |
  • Network accessline 27
    | Magicbrief | 帮你写KOL/UGC Brief | [magicbrief.com](https://magicbrief.com/) |
  • Network accessline 28
    | Sideshift | UGC创作者支付（美国达人） | [sideshift.app](https://sideshift.app/) |
  • Network accessline 29
    | DansUGC | UGC内容生成辅助 | [dansugc.com](https://dansugc.com/) |
  • Network accessline 30
    | Viral.app | UGC流量追踪 | [viral.app](https://viral.app/) |
  • Network accessline 38
    | 工具 | 用途 | 链接 | |:---|:---|:---| | EEzycollab | KOL匹配与个性化邮件外联 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 39
    |:---|:---|:---| | EEzycollab | KOL匹配与个性化邮件外联 | [eezycollab.com](https://www.eezycollab.com/) | | RapidAPI | API集成与开发工具 | [rapidapi.com](https://rapidapi.com/) |
  • Network accessline 40
    | EEzycollab | KOL匹配与个性化邮件外联 | [eezycollab.com](https://www.eezycollab.com/) |
  • Network accessline 41
    | RapidAPI | API集成与开发工具 | [rapidapi.com](https://rapidapi.com/) |
  • Network accessline 47
    | 工具 | 用途 | 链接 | |:---|:---|:---| | Juicebox | Short link生成+UTM追踪 | [juicebox.ai](https://juicebox.ai/pricing) |
  • Network accessline 48
    |:---|:---|:---| | Juicebox | Short link生成+UTM追踪 | [juicebox.ai](https://juicebox.ai/pricing) | | Shortpen | Short link生成 | [shortpen.com](https://shortpen.com/pricing/) |
  • Network accessline 49
    | Juicebox | Short link生成+UTM追踪 | [juicebox.ai](https://juicebox.ai/pricing) |
  • Network accessline 50
    | Shortpen | Short link生成 | [shortpen.com](https://shortpen.com/pricing/) |
  • Network accessline 51
    | Bitly | 短链接生成 | [bitly.com](https://bitly.com) |
  • Network accessline 52
    | Mixpanel | 用户行为分析与埋点 | [mixpanel.com](https://mixpanel.com/) |
  • Network accessline 53
    | PostHog | 开源用户行为分析 | [posthog.com](https://posthog.com/) |
  • Network accessline 59
    | 工具 | 用途 | 链接 | |:---|:---|:---| | Arcade | 交互式产品Demo制作 | [arcade.software](https://www.arcade.software/) |
  • Network accessline 60
    |:---|:---|:---| | Arcade | 交互式产品Demo制作 | [arcade.software](https://www.arcade.software/) | | Imgflip | 梗图生成器 | [imgflip.com](https://imgflip.com/memetemplates) |
  • Network accessline 61
    | Arcade | 交互式产品Demo制作 | [arcade.software](https://www.arcade.software/) |
  • Network accessline 62
    | Imgflip | 梗图生成器 | [imgflip.com](https://imgflip.com/memetemplates) |
  • Network accessline 63
    | Daily Dose of DS | 技术框架图制作 | [dailydoseofds.com](https://www.dailydoseofds.com/) |
  • Network accessline 69
    | 工具 | 用途 | 链接 | |:---|:---|:---| | Loops | 邮件营销自动化 | [loops.so](https://loops.so/) |
  • Network accessline 71
    | Loops | 邮件营销自动化 | [loops.so](https://loops.so/) |
  • Network accessline 77
    | 工具 | 用途 | 链接 | |:---|:---|:---| | Discord Hunt | 找Discord社区 | [discordhunt.com](https://discordhunt.com/) |
  • Network accessline 78
    |:---|:---|:---| | Discord Hunt | 找Discord社区 | [discordhunt.com](https://discordhunt.com/) | | Reddit List | 找优质Reddit社区 | [reddit-list.com](https://www.reddit-list.com/en) |
  • Network accessline 79
    | Discord Hunt | 找Discord社区 | [discordhunt.com](https://discordhunt.com/) |
  • Network accessline 80
    | Reddit List | 找优质Reddit社区 | [reddit-list.com](https://www.reddit-list.com/en) |
  • Network accessline 81
    | Connpass | 日本社群/KOL资源 | [connpass.com](https://connpass.com/) |
  • Network accessline 87
    | 资源 | 用途 | 链接 | |:---|:---|:---| | henduohao.com | 谷歌账号购买 | [henduohao.com](https://www.henduohao.com/) |
  • Network accessline 88
    |:---|:---|:---| | henduohao.com | 谷歌账号购买 | [henduohao.com](https://www.henduohao.com/) | | humkt.com | Facebook账号购买 | [humkt.com](https://www.humkt.com/product/details/6896) |
  • Network accessline 89
    | henduohao.com | 谷歌账号购买 | [henduohao.com](https://www.henduohao.com/) |
  • Network accessline 90
    | humkt.com | Facebook账号购买 | [humkt.com](https://www.humkt.com/product/details/6896) |
  • Network accessline 91
    | twitterapi.io | Twitter账号购买 | [twitterapi.io](https://twitterapi.io/buy-twitter-accounts) |
  • Network accessline 97
    | 工具 | 用途 | 链接 | |:---|:---|:---| | Wearewisely | 获客增长服务 | [wearewisely.com](https://wearewisely.com/en/) |
  • Network accessline 98
    |:---|:---|:---| | Wearewisely | 获客增长服务 | [wearewisely.com](https://wearewisely.com/en/) | | Marcos Ruiz | Twitter涨粉参考 | [x.com/itsmarcosruiz](https://x.com/itsmarcosruiz/highlights) |
  • Network accessline 99
    | Wearewisely | 获客增长服务 | [wearewisely.com](https://wearewisely.com/en/) |
  • Network accessline 100
    | Marcos Ruiz | Twitter涨粉参考 | [x.com/itsmarcosruiz](https://x.com/itsmarcosruiz/highlights) |
  • Network accessline 101
    | Glueclub | 快速建联Operation大佬 | [glueclub.com](https://www.glueclub.com/#program) |
  • Network accessline 110
    | **官网** | 官方渠道 | 所有流量的最终收口 | | **GitHub** | 开源平台 | 开发者社区核心阵地 | | **DevHunt** | 开发者工具打榜 | [devhunt.org](https://devhunt.org/) |
  • Network accessline 112
    | **DevHunt** | 开发者工具打榜 | [devhunt.org](https://devhunt.org/) |

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 254 facts
  • Network access in prose of documentationCODE_OF_CONDUCT.md:32Low confidence
  • Network access in prose of documentationREADME.md:9Low confidence
  • Network access in prose of documentationREADME.md:10Low confidence
  • Network access in prose of documentationREADME.md:11Low confidence
  • Network access in prose of documentationREADME.md:12Low confidence
  • Network access in prose of documentationREADME.md:13Low confidence
  • Network access in prose of documentationREADME.md:14Low confidence
  • Network access in prose of documentationREADME.md:15Low confidence
  • Network access in prose of documentationREADME.md:16Low confidence
  • Network access in prose of documentationREADME.md:22Low confidence
  • Network access in prose of documentationREADME.md:24Low confidence
  • Network access in prose of documentationREADME.md:80Low confidence
  • Network access in prose of documentationREADME.md:82Low confidence
  • Network access in prose of documentationREADME.md:88Low confidence
  • Network access in prose of documentationREADME.md:111Low confidence
  • Network access in prose of documentationREADME.md:123Low confidence
  • Network access in prose of documentationREADME.md:125Low confidence
  • Network access in prose of documentationREADME.md:131Low confidence
  • Network access in prose of documentationREADME.md:137Low confidence
  • Network access in prose of documentationREADME.md:139Low confidence
  • Network access in prose of documentationREADME.md:171Low confidence
  • Network access in prose of documentationREADME.md:172Low confidence
  • Network access in prose of documentationREADME.md:173Low confidence
  • Network access in prose of documentationREADME.md:174Low confidence
  • Network access in prose of documentationREADME.md:175Low confidence
  • Network access in prose of documentationREADME.md:176Low confidence
  • Network access in prose of documentationREADME.md:177Low confidence
  • Network access in prose of documentationREADME.md:178Low confidence
  • Network access in prose of documentationREADME.md:197Low confidence
  • Network access in prose of documentationREADME.md:198Low confidence
  • Network access in prose of documentationREADME.md:199Low confidence
  • Network access in prose of documentationREADME.md:200Low confidence
  • Network access in prose of documentationREADME.md:201Low confidence
  • Network access in prose of documentationREADME.md:202Low confidence
  • Network access in prose of documentationREADME.md:203Low confidence
  • Network access in prose of documentationREADME.md:204Low confidence
  • Network access in prose of documentationREADME.md:205Low confidence
  • Network access in prose of documentationREADME.md:211Low confidence
  • Network access in prose of documentationREADME.md:212Low confidence
  • Network access in prose of documentationREADME.md:213Low confidence
  • Network access in prose of documentationREADME.md:214Low confidence
  • Network access in prose of documentationREADME.md:215Low confidence
  • Network access in prose of documentationREADME.md:216Low confidence
  • Network access in prose of documentationREADME.md:217Low confidence
  • Network access in prose of documentationREADME.md:218Low confidence
  • Network access in prose of documentationREADME.md:226Low confidence
  • Network access in prose of documentationREADME.md:234Low confidence
  • Network access in prose of documentationREADME.md:235Low confidence
  • Network access in prose of documentationREADME.md:236Low confidence
  • Network access in prose of documentationREADME.md:237Low confidence

and 204 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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