Gingiris growth toolkit 主入口。当用户问"怎么做增长"、"怎么发 PH"、"SEO 掉了"、"写篇博客"、"分析对手"等出海增长问题时调用。根据问题类型自动路由到对应子 skill（gr-seo-patrol / gr-blog-post / gr-ph-launch 等）。
インストールする前に、エージェントに与えられる指示の中身を確認できます。
用户的问题属于「出海增长」领域，但你不确定具体该用哪个子 skill 时，先进这里。
| 用户信号 | 推荐子 skill |
|---|---|
| "排名掉了 / 索引不上 / canonical / SEO 日报 / GA4" | gr-seo-patrol |
| "写博客 / 发文章 / 文风 / hreflang / 日韩同步" | gr-blog-post |
| "发 PH / Product Hunt / hunter / maker comment" | gr-ph-launch |
| "OSS 营销 / GitHub stars / 开源增长 / Reddit / HN" | gr-oss-marketing |
| "B2B / PLG / SLG / SaaS 增长 / PMF" | gr-b2b-growth |
| "ASO / App Store / UGC 创作者 / 冷启动" | gr-aso |
| "用户访谈 / find PMF / 怎么问用户" | gr-user-interview |
| "分析对手 / 竞品扫描 / 定价对比 / 对手博客" | gr-competitor |
| "博客拆成推特 / 小红书 / LinkedIn / dev.to 二发 / 社媒分发" | gr-social-distill |
| "AI 引用 / GEO / llms.txt / Citable Statistics / Perplexity" | gr-geo-cite |
| "外链 / Wikipedia / HARO / G2 / 媒体报道 / PR / Reddit AMA" | gr-backlinks |
gr-xxx，要不要直接跑？"不要堆砌所有子 skill —— 一次只推一个，完成后再看是否要级联。
执行完一个 skill 后，根据输出自动推荐下一步：
gr-ph-launch 发布日后 7 天 → 推荐 gr-seo-patrol（监控流量）gr-seo-patrol 发现 cannibalization → 推荐 gr-blog-post（修 canonical）gr-blog-post 发布后 → 推荐 gr-seo-patrol（加入每日监控）gr-competitor 发现对手新打法 → 推荐 gr-blog-post 或 gr-ph-launch所有 gr-* 子 skill 的 API keys 都从同一处读：
docs/api-keys-template.mdproject_growth_tools.md 里有完整 key 列表调用子 skill 前，确认相关 key 是否可用；缺失时先提示用户配置，不要硬跑。
知识库/Skill知识包/iris_writing_style.md）—— 所有产文本的子 skill 都要遵循まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
AI Agent Workflow & Skill Architecture Guide — turn expert work into measurable, reusable agent systems. Covers workflow discovery, skill decomposition, harness design, evaluation, human escalation, observability, cost control, and multi-agent orchestration. Includes a measured marketing-delivery case: 15 people × 3–4 weeks reduced to one strategist + AI in 5 days. By Gingiris.
日本語の概要は準備中です。原文の説明を表示しています。
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.
日本語の概要は準備中です。原文の説明を表示しています。
First AI Product Launch — Zero to Live in 30 Days. Step-by-step guide for shipping your first AI product from idea validation to paying customers. Includes day-by-day timeline and real examples. By @WeiYipei.
日本語の概要は準備中です。原文の説明を表示しています。
Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android. By @WeiYipei — practical ASO for indie developers and small teams.
日本語の概要は準備中です。原文の説明を表示しています。
Complete B2B marketing pipeline combining LinkedIn content, cold email sequences, and webinar funnels. Designed for SaaS founders doing $0–$1M ARR who need predictable lead generation. By @WeiYipei.
日本語の概要は準備中です。原文の説明を表示しています。
You launched an ambassador program. 3 applications. One ghosted after week 2. Should you lower the bar? Offer more perks? Spam influencers? This gives you the community & ambassador operations SOP with volunteer, paid tutorial creator and code-contributor tracks — from pre-launch checklist to recruitment to tiered management to retention to governance. Built from Notion (20M users, real ambassador interviews), AFFiNE (60K stars), Asana, and ClickUp programs. By @WeiYipei. 🇨🇳 你搞了个大使计划。来了3个申请。一个第二周就消失了。该降门槛？加福利？群发KOL？这份SOP给你从启动前置条件到招募到留存到治理的完整社区/大使运营方法论。基于 Notion（2000万用户，大使真实访谈）、AFFiNE（60K stars）、Asana、ClickUp 实战案例。 🇯🇵 アンバサダープログラムを立ち上げた。応募3件。1人は2週間で消えた。基準を下げる？特典を増やす？このSOPは、事前チェックリストから採用、段階管理、リテンション、ガバナンスまでの完全なコミュニティ＆アンバサダー運営フレームワークを提供します。Notion（2000万ユーザー）、AFFiNE（60K stars）の実例から構築。 🇰🇷 앰배서더 프로그램을 시작했습니다. 지원 3건. 하나는 2주 만에 사라졌습니다. 기준을 낮출까요? 이 SOP는 사전 체크리스트부터 모집, 단계별 관리, 리텐션, 거버넌스까지 완전한 커뮤니티 & 앰배서더 운영 프레임워크를 제공합니다. Notion(2000만 사용자), AFFiNE(60K stars) 실전 사례에서 구축. Triggers: "ambassador program" | "community building" | "community management" | "DevRel" | "developer relations" | "community growth" | "大使计划" | "社区运营" | "社区搭建" | "コミュニティ運営" | "アンバサダー" | "커뮤니티 운영" | "앰배서더" | "open source community" | "user retention"