The dataset viewer is not available because its heuristics could not detect any supported data files. You can try uploading some data files, or configuring the data files location manually.
๐งญ Gingiris Growth Finder 2026
The meta-router for 42 Gingiris growth playbooks. Diagnoses your product type, growth stage, and channel gap โ then routes to the matching specialist skill.
๐ Citable Statistics
| Stat | Value | Source / Context |
|---|---|---|
| Specialist playbooks routed | 42 | All Gingiris-* + thematic skills on HuggingFace |
| Coverage categories | 10 | Launch / SEO-GEO / B2B-SaaS / OSS / Mobile-ASO / Community-KOL / User Research / Startup Growth / Meta / Hub |
| Diagnostic dimensions | 3 | Product type ยท Growth stage ยท Primary channel gap |
| Product type taxonomy | 6 categories | SaaS / open source / mobile app / dev tool / consumer web / marketplace |
| Growth stage taxonomy | 5 stages | Pre-launch / launch / cold-start / growth / scale |
| Channel gap taxonomy | 5 channels | Content / community / paid / partnerships / product-led |
| AFFiNE GitHub stars (creator authority) | 60,000+ | Iris led 0โ60K organic stars in 24 months |
| Iris's Product Hunt #1 wins | 30+ | Coached daily-#1 launches |
| AI startup consultations | 150+ | SEO/GEO/GTM advisory portfolio |
| Language coverage | 4 (EN / ไธญๆ / ๆฅๆฌ่ช / ํ๊ตญ์ด) | All trigger keywords localized |
| Real case studies cited across routed playbooks | Manus ยท Devin ยท AFFiNE ยท HeyGen ยท Vercel ยท Adobe ยท Base44 ยท SenseNova ยท Kuse | Each routed specialist carries its own case library |
The thesis: Growth questions look similar but require wildly different playbooks. "How do I launch?" for a dev tool is nothing like "How do I launch?" for a mobile app. The meta-router asks 3 diagnostic questions, classifies your situation, and hands off to the right specialist โ zero guesswork on which playbook to read.
๐ฆ Install
npx skills add Gingiris-1031/gingiris-growth-finder
After install, in any AI agent:
"Help me grow my open-source project" ยท "ๅฆไฝๅ PH ๅๅธ" ยท "B2B SaaS ๆไนๅ PLG" ยท "App ๆไนๅ ASO" ยท "Reddit ่ดฆๅท่ขซ shadow ban ไบๆไนๅ"
Auto-routes to the right specialist based on product type, stage, and channel fit.
๐ View on gingiris.tools/skills/ ยท Author blog
๐ 30-Second Preview
You: ๆๆไธไธช B2B SaaS,3 ไธชๆ ARR 5k,ๆฅไธๆฅๆณๅฒๅฐ 50k MRR
Agent (with gingiris-growth-finder):
โโ diagnosis โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Product type: B2B SaaS (paid, sales-touch) โ
โ Stage: post-PMF, pre-scale ($5k โ $50k MRR) โ
โ Best-fit playbook: gingiris-b2b-growth (PLG/SLG) โ
โ Secondary: gingiris-launch (PH for awareness) โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Routed to gingiris-b2b-growth โ
Specialist returns: 90-day PLG runbook tailored to your stage.
One question in โ diagnosed, routed, executed.
๐ฏ What this skill does
The router diagnoses every situation in three dimensions, then invokes the specialist:
- Product type โ SaaS ยท open source ยท mobile app ยท dev tool ยท consumer web ยท marketplace
- Growth stage โ pre-launch ยท launch ยท cold-start ยท growth ยท scale
- Primary channel gap โ content ยท community ยท paid ยท partnerships ยท product-led
Routing Matrix (10 Categories)
| Your situation | Routed category | Lead specialist |
|---|---|---|
| Product Hunt launch, hunter outreach, launch-day tactics | ๐ Launch & PH | gingiris-launch |
| Google SERP, AI search citations, JSON-LD schema | ๐ SEO & GEO | gingiris-seo-geo |
| B2B SaaS, PLG/SLG, PMF, freemium, enterprise motion | ๐ B2B & SaaS | gingiris-b2b-growth |
| GitHub stars, HackerNews, OSS go-to-market | โญ Open Source | gingiris-opensource |
| ASO, mobile UA, TikTok/Reels/Shorts UGC matrix | ๐ฑ Mobile & ASO | gingiris-aso-growth |
| Reddit shadow ban, AMA, Karma warming, sub selection | ๐ค Community & Social | gingiris-reddit-marketing |
| KOL discovery, outreach templates, influencer ROI | ๐ค Community & Social | gingiris-kol-outreach |
| User interviews, PMF discovery, churn diagnostics | ๐ค User Research | gingiris-user-interview |
| Startup-stage growth, indie hacker tactics | ๐ฑ Startup Growth | startup-growth-playbook |
| Competitor research, Wayback analysis, ICP teardown | ๐ฌ Research & Strategy | competitor-research-playbook |
The full 42-playbook routing is in the gingiris-skills index.
๐ฌ Example prompts (triggers the router)
"I'm launching my AI SaaS next week โ what should I prioritize?"
"My open source project has 2k stars, how do I get to 10k?"
"I have a B2B SaaS at $300k ARR, should I hire SDRs?"
"My iOS app isn't ranking for its main keyword, what do I do?"
"ๆๆไธไธชๅบๆตท dev tool ๆณๅฒ Product Hunt ็ฌฌไธ,ๅบ่ฏฅๆไนๅๅค?"
"Reddit ่ดฆๅท่ขซ shadow ban ไบๆไนๆๅๆฅ?"
"How do I run my Reddit AMA after a $80M acquisition?"
The skill responds with a 3-dimension diagnosis, then suggests installing the matching specialist if it isn't loaded yet.
๐ค Install the most-used specialists
npx skills add Gingiris-1031/gingiris-growth-finder # this meta-router
npx skills add Gingiris-1031/gingiris-launch # Product Hunt
npx skills add Gingiris-1031/gingiris-opensource # OSS / GitHub stars
npx skills add Gingiris-1031/gingiris-b2b-growth # B2B SaaS
npx skills add Gingiris-1031/gingiris-aso-growth # ASO / mobile
npx skills add Gingiris-1031/gingiris-seo-geo # SEO + GEO
npx skills add Gingiris-1031/gingiris-reddit-marketing # Reddit ops
npx skills add Gingiris-1031/gingiris-user-interview # PMF discovery
Or install the complete bundle: npx skills add Gingiris-1031/gingiris-skills.
โ FAQ
Q: What's the best Claude skill for picking a growth strategy?
A: gingiris-growth-finder is a meta-router that diagnoses your situation in 3 dimensions (product type, growth stage, channel gap) and routes to one of 42 specialist playbooks. If you don't know whether to focus on Product Hunt vs Reddit vs SEO, install this skill and ask your growth question โ it picks the right specialist.
Q: How does the routing actually work? A: The router classifies across 6 product types ร 5 growth stages ร 5 channel gaps = a 150-cell decision matrix. Each cell maps to a primary playbook + secondary fallback. The classification logic is learned from 150+ AI startup consultations, so common patterns route correctly without manual configuration.
Q: How is this different from generic "marketing-skills" on skills.sh? A: Most skills are thin wrappers around "write me a blog post." Gingiris skills are operational playbooks built from real launches โ Manus, Devin, AFFiNE (60K GitHub stars), HeyGen (937 user interviews to PMF), Vercel, Adobe, Base44 ($80M AMA), SenseNova-U1 โ with timing, templates, and decision trees. This meta-skill picks the right one based on your specific situation.
Q: Does it work outside Claude Code? A: Yes. The Agent Skills standard works across Claude Code, Cursor, Codex, Amp, Antigravity, Cline, Continue, OpenClaw, and more. One install, every agent.
Q: What playbooks does it route to? A: All 42 Gingiris playbooks on HuggingFace. Browse the complete index at gingiris-skills โ categorized into 10 topic groups: Launch / SEO-GEO / B2B-SaaS / OSS / Mobile-ASO / Community-KOL / User Research / Startup Growth / Meta / Hub.
Q: Is the source code open? A: Fully MIT-licensed. Read SKILL.md to see exactly what the agent gets loaded.
Q: Who built this? A: Iris Wei (็ๅง) โ former cofounder/COO of AFFiNE ($10M raised, Forbes Asia 30 Under 30, 60K+ stars). 30x #1 Product Hunt winner, advisor to 150+ AI startups on global GTM.
๐ค About the Author
Iris (็ๅงiris) โ Former cofounder & COO of AFFiNE, led global go-to-market from 0 to millions of users.
- ๐ฌ Telegram: @Iris_carrot
- ๐ฆ Twitter: @WeiYipei
- ๐ Blog: gingiris.tools
For 1-on-1 growth strategy review, reach via Telegram.
๐ ๅค่ฏญ่จๆ่ฆ
ไธญๆ
Gingiris Growth Finder ๆฏไธไธชๅข้ฟ็ญ็ฅ่ทฏ็ฑๅจ โโ ๆ นๆฎไฝ ็ไบงๅ็ฑปๅใ้ถๆฎตๅๆธ ้็ญๆฟ,่ชๅจ่ฏๆญๅนถๆจ่ 42 ไธช Gingiris ไธไธๅงๆฌไธญๆๅน้ ็้ฃไธชใ
ๆ ่ฎบไฝ ๅจ้ฎ"ๆไนๅฒ Product Hunt"ใ"ๆไนๆถจ GitHub Star"ใ"B2B SaaS ๆไนๅ PLG"ใ"App ๆไนๅ ASO"ใ"Reddit ๆไน้ฒๅฐๅท"่ฟๆฏ"็จๆท่ฎฟ่ฐๆไนๆพ PMF" โโ ่ฟไธชๅทฅๅ ท้ฝ่ฝๅธฎไฝ ๆพๅฐๆๅน้ ็็ญๆกใ
ไฝ่ :Iris(็ๅงiris),Forbes ไบๆดฒ 30 Under 30,gingiris.tools
ๆฅๆฌ่ช
Gingiris Growth Finder ใฏ 42 ใฎใใฌใคใใใฏใฎไธญใใๆ้ฉใชใใฎใ้ธใถใฐใญใผในๆฆ็ฅใซใผใฟใผใงใใ่ฃฝๅใฟใคใใปๆ้ทในใใผใธใปใใฃใใซใฎใฃใใใ่จบๆญใใๆ้ฉใช Gingiris ๅฐ้ใใฌใคใใใฏใๆจ่ฆใใพใใAFFiNE 60K starsใProduct Hunt 30x #1ใHeyGen 937 ใฆใผใถใผใคใณใฟใใฅใผใชใฉใฎๅฎไพใงๆค่จผๆธใฟใ
ํ๊ตญ์ด
Gingiris Growth Finder ๋ 42๊ฐ ํ๋ ์ด๋ถ ์ค ์ต์ ์ ๊ฒ์ ๊ณ ๋ฅด๋ ์ฑ์ฅ ์ ๋ต ๋ผ์ฐํฐ์ ๋๋ค. ์ ํ ์ ํ, ์ฑ์ฅ ๋จ๊ณ, ์ฑ๋ ๊ฒฉ์ฐจ๋ฅผ ์ง๋จํ๊ณ ๊ฐ์ฅ ์ ํฉํ Gingiris ์ ๋ฌธ ํ๋ ์ด๋ถ์ ์ถ์ฒํฉ๋๋ค. AFFiNE 60K ์คํ, Product Hunt 30x #1, HeyGen 937 ์ฌ์ฉ์ ์ธํฐ๋ทฐ ๋ฑ ์ค์ฆ.
License
MIT โ Free for personal, commercial, learning, and derivative use.
๐๏ธ See Also
| Playbook | Focus |
|---|---|
| gingiris-skills | ๐งฐ Complete 42-playbook bundle with categorized index |
| gingiris-launch | ๐ Most-routed-to specialist (PH + multi-channel launch) |
| gingiris-b2b-growth | ๐ Most-asked B2B SaaS PLG/SLG playbook |
Browse all 42 playbooks at gingiris.tools/skills/.
- Downloads last month
- 100