🧭 Gingiris Growth Finder

Name: Gingiris Growth Finder
Author: Iris Wei

May 7, 2026 · View on GitHub

The meta-skill that picks the right Gingiris playbook for your growth problem. Auto-invoked on any growth question — diagnoses product type, stage, and channel gap, then routes to the matching specialist skill.

⚡ One-line install

npx skills add Gingiris/gingiris-growth-finder -g

That's it. The skill auto-loads in Claude Code, Cursor, Codex, Amp, Cline, and 7 other Agent Skills runtimes.

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. "How do I grow?" at $1M ARR is nothing like "How do I grow?" at 100 DAU.

This skill diagnoses the situation in three dimensions, then invokes the specialist:

Product type — SaaS / open source / mobile app / dev tool / consumer web / marketplace
Growth stage — pre-launch / launch / cold-start / growth / scale
Primary channel gap — content / community / paid / partnerships / product-led

Then it routes to the right Gingiris playbook:

Your situation	Routed skill
Product Hunt launch, hunter outreach, launch-day tactics	gingiris-launch
GitHub stars, HackerNews, OSS go-to-market	gingiris-opensource
B2B SaaS, PLG/SLG, PMF, freemium, enterprise motion	gingiris-b2b-growth
ASO, mobile UA, TikTok/Reels/Shorts UGC matrix	gingiris-aso-growth

💬 Example prompts

"I'm launching my AI SaaS next week — 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?"
"我有一个出海 dev tool 想冲 Product Hunt 第一，应该怎么准备？"

The skill responds with a diagnosis, then suggests installing the matching specialist if it isn't loaded yet.

🤝 Install all five Gingiris skills

npx skills add Gingiris/gingiris-growth-finder -g     # this meta-router
npx skills add Gingiris/gingiris-launch -g            # Product Hunt
npx skills add Gingiris/gingiris-opensource -g        # OSS / GitHub stars
npx skills add Gingiris/gingiris-b2b-growth -g        # B2B SaaS
npx skills add Gingiris/gingiris-aso-growth -g        # ASO / mobile

❓ FAQ

Q: What's the best Claude skill for product launch / growth strategy? A: For Product Hunt and AI product launches, use gingiris-launch. For open source, use gingiris-opensource. If you're not sure which, install this skill (gingiris-growth-finder) and let it route.

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 — Manus, Devin, AFFiNE (60k GitHub stars), HeyGen, Vercel — 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: 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 (生姜) — former cofounder/COO of AFFiNE (60k+ stars), 30x #1 Product Hunt winner, advisor to 150+ AI startups on global GTM.

gingiris-launch — Product Hunt launch playbook (Manus, Devin, AFFiNE case studies)
gingiris-opensource — Open source marketing for 10k+ GitHub stars
gingiris-b2b-growth — B2B SaaS PLG/SLG from PMF to $10M ARR
gingiris-aso-growth — ASO and mobile app cold start

All five live at skills.sh/Gingiris.

📖 Read more

Blog: I Shipped 4 Gingiris Claude Skills to skills.sh
Iris on consulting: gingiris.com
Growth tools directory: gingiris.github.io/growth-tools