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Gingiris/community-building-playbook

Community Building Playbook Build engaged developer and user communities from scratch — Ambassador programs, CLG, Discord/Slack setup, event ops, health KPIs English | 中文 Need a 1-on-1 community strategy call? Book a session — Contact @Iris_carrot on Telegram Or visit gingiris.tools — Iris's full skill library and consulting practice. What is this? A battle-tested community building playbook for developer tools and SaaS products. Real… See the full description on the dataset page: https://huggingface.co/datasets/Gingiris/community-building-playbook.

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Community Building Playbook

Build engaged developer and user communities from scratch — Ambassador programs, CLG, Discord/Slack setup, event ops, health KPIs

![License: MIT](https://opensource.org/licenses/MIT) ![Website](https://gingiris.tools/skills/) ![PRs Welcome](https://github.com/Gingiris-1031/gingiris-skills/pulls)

[English](#english) | [中文](#中文版)

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Need a 1-on-1 community strategy call? Book a session — Contact @Iris_carrot on Telegram Or visit [gingiris.tools](https://gingiris.tools/skills/) — Iris's full skill library and consulting practice.

What is this?

A battle-tested community building playbook for developer tools and SaaS products. Real frameworks validated through Notion, Lovable ($50M ARR via community-led growth), and AFFiNE (0→60K GitHub stars in 24 months).

Covers the full community lifecycle: from zero to first 100 members, through ambassador programs, Discord/Slack channel architecture, community-led growth flywheels, event operations, KOC (Key Opinion Consumers) activation, and health metric tracking.

Install

bash

npx skills add Gingiris-1031/community-building-playbook

Or install via skills.sh.

What's Inside

—Community Strategy — CLG (Community-Led Growth) flywheel design, positioning community as a product growth lever
—Discord & Slack Setup — Channel architecture, onboarding flows, moderation SOPs for developer communities
—Ambassador Programs — Recruitment, tiering, incentive design, and retention frameworks
—Community-Led Growth (CLG) — From 0 to first 1000 members, UGC activation, KOC programs
—Event Operations — Online/offline event playbooks, hackathons, AMAs, community calls
—Health Metrics & KPIs — DAU/MAU ratios, activation rates, contribution funnels, churn signals
—Real Case Studies — Notion community flywheel, Lovable $50M ARR CLG strategy, AFFiNE 60K stars OSS community
—Templates & Benchmarks — Ready-to-use onboarding messages, ambassador briefs, community health dashboards

中文版

这是一个实战验证的社区建设手册，适用于开发者工具和 SaaS 产品。框架来自 Notion、Lovable（通过社区驱动增长实现 $50M ARR）和 AFFiNE（24 个月内 0→60K GitHub Stars）。

涵盖社区完整生命周期：从零到首批 100 名成员、大使计划、Discord/Slack 频道架构、社区驱动增长飞轮、活动运营、KOC 激活和健康指标追踪。

安装命令：

bash

npx skills add Gingiris-1031/community-building-playbook

🗂️ See Also — Gingiris Playbook Series

Playbook	Focus	HuggingFace
gingiris-growth-finder	🧭 Meta-router: diagnoses your situation, picks the right playbook	Gingiris/gingiris-growth-finder
gingiris-launch	🚀 Product Hunt launch, KOL outreach, UGC growth	Gingiris/gingiris-launch
gingiris-opensource	⭐ GitHub stars, HN, OSS go-to-market	Gingiris/gingiris-opensource
gingiris-seo-geo	🔍 SEO & GEO dual-engine growth	Gingiris/gingiris-seo-geo
gingiris-b2b-growth	📈 B2B SaaS PLG/SLG, PMF to $10M ARR	Gingiris/gingiris-b2b-growth
gingiris-aso-growth	📱 ASO, mobile cold start, UGC matrix	Gingiris/gingiris-aso-growth
community-building-playbook	🤝 This one — CLG, Discord, Ambassador programs	Gingiris/community-building-playbook
gingiris-skills	🛠️ Full toolkit: all Claude Code skills bundled	Gingiris/gingiris-skills

All playbooks live at gingiris.tools/skills/ and skills.sh/Gingiris-1031.