Run any Skill in Manus with one click

gingiris-github-star-growth

Stars103

Forks0

UpdatedJune 16, 2026 at 16:04

🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP. Content rhythm, community ops, event-driven growth, contributor & ambassador systems. Battle-tested: AFFiNE 0→60K+, Client Project A 0→10K stars. 🇨🇳 GitHub Star 持续增长实操手册 — 月增 300+ Star 的完整 SOP。内容节奏、社区运营、活动驱动增长、Contributor 与 Ambassador 体系。实战验证：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇯🇵 GitHub Star 持続成長プレイブック — 月間300+ Star成長SOP。コンテンツリズム、コミュニティ運営、イベント駆動成長、Contributor＆Ambassadorシステム。実戦検証：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇰🇷 GitHub Star 지속 성장 플레이북 — 월 300+ 스타 성장 SOP. 콘텐츠 리듬, 커뮤니티 운영, 이벤트 기반 성장, Contributor & Ambassador 시스템. 실전 검증: AFFiNE 0→60K+, Client Project A 0→10K 스타. Triggers: "GitHub star growth" | "sustained star growth" | "monthly star growth" | "star growth SOP" | "contributor system" | "ambassador program" | "open source community" | "community growth" | "developer community growth" | "star持续增长" | "Star增长" | "开源社区运营" | "贡献者体系"

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

Run Skill in Manus

Source

Gingiris-1031

Gingiris-1031/Competitor-analysis-tool

View GitHub Repository View Creator Repositories

Download

Run Skill in Manus

Related occupationsSOC

Based on SOC occupation classification

Market Research Analysts and Marketing SpecialistsBusiness and Financial Operations Occupations·SOC 13-1161

SKILL.md

readonly

More from this repository

same repository

testsprite-verify

Gingiris-1031/Competitor-analysis-tool

TestSprite verification loop — after finishing a feature or fix in a TestSprite-tested repo, use the `testsprite` CLI to run the relevant TestSprite tests against the change and inspect any failure artifacts before reporting the work as done. Use whenever code has changed outside docs/config and is about to be reported complete — by running an existing test that covers the change, or by creating a new TestSprite test (a frontend plan, or a backend Python assertion) and running it to a terminal verdict.

2026-07-08103

gingiris-ugc-matrix

Gingiris-1031/Competitor-analysis-tool

🇺🇸 UGC Matrix Growth Playbook — Scale user-generated content with AI + real creators. Complete SOP for UGC flywheel, creator recruitment, incentive design, multi-platform publishing. Proven at CPM $0.5, $10M ARR in 60 days with 70M impressions. Includes a full anonymized client case study. 🇨🇳 UGC矩阵号增长实操手册 — AI+真人创作者规模化用户生成内容。完整的UGC飞轮SOP、创作者招募、激励机制设计、多平台分发策略。已验证CPM $0.5，60天$1000万ARR，7000万曝光。含完整客户案例拆解（已脱敏）。 🇯🇵 UGCマトリックス成長プレイブック — AI＋リアルクリエイターでUGCをスケール。フライホイールSOP、クリエイター採用、インセンティブ設計、マルチプラットフォーム配信。CPM $0.5、60日で$10M ARR、7000万インプレッション実証済み。匿名化クライアント事例付き。 🇰🇷 UGC 매트릭스 성장 플레이북 — AI + 실제 크리에이터로 UGC 스케일링. 플라이휠 SOP, 크리에이터 모집, 인센티브 설계, 멀티플랫폼 배포. CPM $0.5, 60일 $10M ARR, 7000만 노출 검증 완료. 익명화된 클라이언트 사례 포함. Triggers: "UGC" | "UGC matrix" | "user generated content" | "creator program" | "creator economy" | "AI UGC" | "matrix accounts" | "矩阵号" | "UGC运营" | "创作者招募" | "UGC Program" | "content matrix" | "TikTok UGC" | "Instagram UGC"

2026-07-07103

gingiris-aso-growth

Gingiris-1031/Competitor-analysis-tool

2026-06-16103

gingiris-b2b-growth

Gingiris-1031/Competitor-analysis-tool

🇺🇸 B2B SaaS Growth — PLG vs SLG Playbook — Diagnose whether your problem is distribution, pricing, or PMF. PLG/SLG selection by ACV and sales cycle, the 5-stage path from $0 to $10M ARR, NRR discipline, affiliate & channel motion, enterprise tiering. Built from HeyGen, Deel, Vercel, Supabase, Snowflake patterns. 🇨🇳 B2B SaaS 增长 — PLG vs SLG 决策手册 — 诊断你的瓶颈是分发、定价还是 PMF。按 ACV 和销售周期选 PLG/SLG，$0 → $10M ARR 的 5 阶段路径，NRR 纪律，联盟与渠道打法，Enterprise 分层。提炼自 HeyGen、Deel、Vercel、Supabase、Snowflake。 🇯🇵 B2B SaaS グロース — PLG vs SLG プレイブック — 課題が流通・価格・PMFのどれかを診断。ACVとセールスサイクルでPLG/SLG選定、$0→$10M ARRの5段階パス、NRR規律、アフィリエイト＆チャネル。 🇰🇷 B2B SaaS 성장 — PLG vs SLG 플레이북 — 병목이 유통·가격·PMF 중 무엇인지 진단. ACV와 세일즈 사이클로 PLG/SLG 선택, $0 → $10M ARR 5단계 경로, NRR 규율, 제휴 & 채널. Triggers: "B2B growth" | "B2B SaaS" | "PLG" | "SLG" | "product-led growth" | "sales-led growth" | "PLG or SLG" | "SaaS pricing" | "ARR growth" | "NRR" | "go to market" | "enterprise sales" | "affiliate" | "PMF" | "B2B 增长" | "PLG 还是 SLG" | "SaaS 定价" | "渠道合作" | "PLG/SLG 선택"

2026-06-16103

gingiris-go-global

Gingiris-1031/Competitor-analysis-tool

🇺🇸 AI Product / SaaS Go-Global Complete SOP — From competitor research to launch to monetization. A full-cycle playbook covering Phase 0-5 (market validation, positioning, first 100 users, user interviews, beta-to-growth) plus open-source launch, Product Hunt, Reddit, SEO/GEO, conversion, and org principles. 🇨🇳 AI 产品 / SaaS 企业出海完整 SOP — 从竞品调研到 Launch 到商业化的全流程操作手册。覆盖 Phase 0-5（市场验证、定位、前100用户、用户访谈、Beta转增长）+ 开源发布、Product Hunt、Reddit、SEO/GEO、转化与组织原则。 🇯🇵 AI製品/SaaS海外展開フルサイクルSOP — 競合調査からローンチ、マネタイズまで。Phase 0-5（市場検証、ポジショニング、最初の100ユーザー、ユーザーインタビュー、ベータから成長）＋オープンソース、Product Hunt、Reddit、SEO/GEO、コンバージョン、組織原則。 🇰🇷 AI 제품/SaaS 글로벌 진출 완전 SOP — 경쟁사 조사부터 런칭, 수익화까지 전 주기 플레이북. Phase 0-5(시장 검증, 포지셔닝, 첫 100명 사용자, 사용자 인터뷰, 베타→성장) + 오픈소스 런칭, Product Hunt, Reddit, SEO/GEO, 전환, 조직 원칙. Triggers: "go global" | "出海" | "overseas expansion" | "GTM" | "cold start" | "launch strategy" | "international expansion" | "海外增长" | "出海SOP" | "product launch overseas" | "海外进出" | "グローバル展開" | "글로벌 진출" | "go-to-market" | "出海打法"

2026-06-16103

gingiris-growth-finder

Gingiris-1031/Competitor-analysis-tool

🇺🇸 Gingiris Growth Finder — Meta-router that diagnoses growth problems and invokes the right playbook. Auto-triggers on any growth question: Product Hunt launch, GitHub stars, B2B SaaS PLG, ASO, app cold start, KOL outreach, OSS marketing, GTM strategy, customer acquisition, retention, PMF validation, virality. Routes to the matching Gingiris playbook skill (launch / opensource / b2b-growth / aso-growth) based on product type, stage, and channel fit. Use whenever the user asks "how do I grow X" or "how do I launch X" — this skill picks the right specialist. 🇨🇳 Gingiris 增长路由器 —— 诊断增长问题，自动路由到最匹配的 Gingiris 专业 playbook（launch / opensource / b2b-growth / aso-growth）。用户问"怎么增长/怎么发布 X"时先进这里选对专家。 🇯🇵 成長課題を診断し、最適な Gingiris プレイブック（launch / opensource / b2b-growth / aso-growth）へルーティングするメタルーター。 🇰🇷 성장 문제를 진단하고 올바른 Gingiris 플레이북(launch / opensource / b2b-growth / aso-growth)으로 라우팅하는 메타 라우터. Triggers: "how to grow" | "how to launch" | "growth strategy" | "go to market" | "GTM" | "launch plan" | "growth playbook" | "market

2026-06-16103

name	gingiris-github-star-growth
description	🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP. Content rhythm, community ops, event-driven growth, contributor & ambassador systems. Battle-tested: AFFiNE 0→60K+, Client Project A 0→10K stars. 🇨🇳 GitHub Star 持续增长实操手册 — 月增 300+ Star 的完整 SOP。内容节奏、社区运营、活动驱动增长、Contributor 与 Ambassador 体系。实战验证：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇯🇵 GitHub Star 持続成長プレイブック — 月間300+ Star成長SOP。コンテンツリズム、コミュニティ運営、イベント駆動成長、Contributor＆Ambassadorシステム。実戦検証：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇰🇷 GitHub Star 지속 성장 플레이북 — 월 300+ 스타 성장 SOP. 콘텐츠 리듬, 커뮤니티 운영, 이벤트 기반 성장, Contributor & Ambassador 시스템. 실전 검증: AFFiNE 0→60K+, Client Project A 0→10K 스타. Triggers: "GitHub star growth" \| "sustained star growth" \| "monthly star growth" \| "star growth SOP" \| "contributor system" \| "ambassador program" \| "open source community" \| "community growth" \| "developer community growth" \| "star持续增长" \| "Star增长" \| "开源社区运营" \| "贡献者体系"
when_to_use	Use this skill when you need to: sustain monthly GitHub star growth (300+/month), build contributor and ambassador systems, operate developer community content rhythm, or scale an open-source project from 1K to 60K+ stars long-term. Trigger phrases: "GitHub star growth" \| "monthly stars" \| "contributor system" \| "open source community" \| "Star持续增长" \| "开源社区运营" \| "贡献者体系"
metadata	{"version":"1.0.1","author":"Iris (生姜iris)","differentiation":"gingiris-opensource covers LAUNCH (72h burst); this skill covers SUSTAINED monthly growth post-launch"}

GitHub Star 持续增长实操手册

⚠️ Scope Differentiation: gingiris-opensource = Launch burst (0→1K in 72h). This skill = Sustained monthly growth (1K→10K→60K+).

核心目标

指标	月度目标	数据来源
月增 Star	300+	Client Project A 8个月辅导数据
内容产出	8-12篇/月	博客+视频+社交
KOL 触达	60-80/月	每天3-4个
社区活动	1次线上/月	31-34人参与
Contributor PR	10+/月	Good First Issues

月度执行框架（300 Star/Month Cadence）

1. 内容节奏

频率	渠道	内容类型	效果基准
每周 2-3 篇	Dev.to / Medium / 官方博客	技术教程、用例解析、对比文章	SEO 长尾流量
每周 1 个	YouTube	视频教程/Demo	30 SGD 推流有效
每天 1-2 条	Twitter/X	技术向短内容、GIF、Thread	DM回复率 3-5%
每周 1 篇	LinkedIn	长文/案例分享	DM回复率 10-15%

2. 社区运营

渠道	频率	策略	转化效率
Reddit	每周 2-3 帖	r/selfhosted, r/programming, r/MachineLearning	帖子→Star 直接转化（AFFiNE 累计 2000+ stars）
Hacker News	每月 1-2 次	Content submission via agency ($500/post, ensure HN guidelines compliance — submissions must be genuine and relevant)	爆发式，单帖可带 200-500 stars
Discord/Telegram	每天	日常互动、问题解答	社区留存、口碑传播
Dev.to / Hashnode	每周 1 篇	跨平台分发	SEO + 开发者发现

3. 活动驱动增长

类型	频率	目标人数	执行要点
线上活动（Webinar/AMA）	每月 1 次	31-34 人	技术分享 + Live Demo + Q&A
线下活动（Meetup）	每季度 1 次	70 人	特定市场深耕（如日本）
PR Challenge	每季度 1 次	—	Hacktoberfest / Good First Issue Sprint
Hackathon 赞助	按需	200-500 stars/场	印度学生黑客松效率最高

4. Contributor 体系

阶梯设计：

Good First Issues — 标注清晰、低门槛、有 mentor 响应
Regular Contributor — 累计 3+ PR merged → 加入 Contributors 列表
Core Contributor — 负责特定模块 → Repo write access
Maintainer — 代码审核权 + 社区管理权

关键动作：

每周标注 3-5 个 Good First Issues
PR 24h 内首次响应
月度 Contributor Spotlight（社交媒体 highlight）

5. Ambassador 计划

角色定义：社区传播者，非代码贡献者

激励：

专属 badge + README 致谢
早期功能体验权
年度线下活动邀请
推荐奖励（affiliate 模式 10-15%）

招募标准：

已在社交媒体自发分享过项目
技术社区有一定影响力（1K+ followers）
愿意每月产出 2+ 内容

渠道优先级矩阵

渠道	适用阶段	效率指标	优先级
Reddit	全周期	帖子→Star 直接转化	⭐⭐⭐
Hacker News	爆发期	$500/帖, 30 points	⭐⭐⭐
Twitter/X	全周期	DM回复率 3-5%	⭐⭐⭐
LinkedIn	B2B获客	DM回复率 10-15%	⭐⭐
YouTube	内容沉淀	30 SGD 推流有效	⭐⭐
Dev.to	SEO长尾	文章可跨平台分发	⭐⭐

预算分配（月度 $2K-5K 档）

项目	预算	预期产出
HN Agency	$500-1000	1-2 帖, 各 30+ points
YouTube 推流	$100-300	视频曝光 + 网站点击
KOL 合作	$500-2000	5-10 个中腰部 KOL
活动费用	$200-500	1次线上 + 物料
工具订阅	$100-200	Phantombuster、分析工具

Note: Automated outreach must comply with platform rate limits and anti-spam policies. Always respect opt-out requests.

数据漏斗

曝光（Impression）
  → 访问 GitHub Repo（CTR 2-5%）
    → Star（访问→Star 转化率 10-30%）
      → Clone/Fork（Star 的 5-10%）
        → Contributor（Fork 的 1-5%）
          → 付费用户/Enterprise Lead

实战 Benchmark（数据来源）

项目	成果	时间线	关键策略
AFFiNE	10K stars in 43 days, 60K+ total	2023-2026	Reddit(2000+ stars) + HN + KOL + Contributor体系
Client Project A	0→10K stars	8 个月	月度300 SOP + HN Agency + YouTube

完整 SOP 参考

详见 references/full-sop.md — 包含日/周/月完整执行清单、模板、工具链推荐。