# Gingiris Growth Finder

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- **Type:** Skill
- **Install:** `agentstack add skill-gingiris-1031-gingiris-skills-gingiris-growth-finder`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [Gingiris-1031](https://agentstack.voostack.com/s/gingiris-1031)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [Gingiris-1031](https://github.com/Gingiris-1031)
- **Source:** https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/gingiris-growth-finder

## Install

```sh
agentstack add skill-gingiris-1031-gingiris-skills-gingiris-growth-finder
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Gingiris Growth Finder

**The meta-skill that picks the right Gingiris playbook for your growth problem.**

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 and invokes the specialist.

---

## Step 0：确认你的产品增长模型

在诊断增长卡点前，先选对框架：

**B2B SaaS**（默认）：pipeline → MQL → SQL → 付费 → 扩展

**B2C App / 消费品**：
- 漏斗：曝光 → 下载/注册 → 激活（完成核心行为）→ 留存 → 付费 → 推荐
- 关键指标：D1/D7/D30 留存率、激活率（首次核心行为完成率）、病毒系数 K
- 卡点优先级：激活率 < 留存率 < 获客渠道（激活最优先，留存没解决前别加流量）
- App Store 特有指标：评分/评论数、关键词排名、转化率（展示→下载）

**选你的诊断路径，然后继续往下读。**

---

## How to use

Just ask your growth question naturally. 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?"

The skill will diagnose three dimensions, then invoke the matching playbook:

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

---

## Diagnostic routing logic

| If the user's question is about... | Route to |
|---|---|
| Product Hunt launch, hunter outreach, launch-day tactics, viral moment engineering | **gingiris-launch** |
| GitHub stars, HackerNews, OSS marketing, developer community, awesome-lists, Show HN | **gingiris-opensource** |
| B2B SaaS, PLG vs SLG, PMF validation, freemium, enterprise motion, affiliate, channel partnerships | **gingiris-b2b-growth** |
| ASO, App Store / Google Play, mobile user acquisition, TikTok/Reels/Shorts UGC, creator matrix | **gingiris-aso-growth** |

If the question spans multiple domains (e.g. "I have an open source project that I want to monetize as B2B SaaS"), route to **both** relevant skills and explain the handoff.

---

## Decision framework (for the agent)

When the user asks a growth question, run this quick triage **before** invoking a specialist skill:

### Step 1 — Classify the product

Ask or infer:
- What is it? (SaaS web app / mobile app / OSS project / marketplace / browser extension)
- Who's the ICP? (individual developer / SMB / enterprise / consumer)
- Distribution default? (self-serve web signup / app store / GitHub / sales-led)

### Step 2 — Identify the stage

- **Pre-launch** — building, no users yet
- **Launch** — within 30 days of public release
- **Cold start** — launched but <100 WAU/DAU, <1k signups
- **Growth** — steady signal, scaling what works
- **Scale** — $1M+ ARR or 10k+ DAU, needs systems

### Step 3 — Spot the gap

Listen for the *actual* bottleneck, not the stated question:

- "I'm not getting signups" → distribution channel gap
- "I'm getting signups but no conversions" → product/pricing gap (not growth — redirect)
- "I have users but no growth loop" → retention/virality gap
- "I have a growth loop but can't scale ads" → monetization gap

### Step 4 — Route

Invoke the specialist skill. Examples:

```
User: "I have a dev tool CLI with 500 GitHub stars. How do I get to 5k?"
→ Diagnosis: OSS project, growth stage, distribution gap
→ Invoke: gingiris-opensource
→ Context hint: focus on GitHub trending + HN relaunch + awesome-lists

User: "My iOS photo app has 80 DAU after 2 months. What's wrong?"
→ Diagnosis: mobile app, cold-start stage, distribution+UGC gap
→ Invoke: gingiris-aso-growth
→ Context hint: focus on ASO audit first, then TikTok creator matrix

User: "I'm launching an AI coding assistant on Product Hunt in 3 weeks."
→ Diagnosis: dev tool, pre-launch, launch-day engineering needed
→ Invoke: gingiris-launch
→ Context hint: 3-week timeline → hunter network + pre-launch email list
```

---

## Complementary install

If the routed specialist skill isn't installed yet, suggest the user install it:

Skills are available locally in Cola. The four specialist skills:
- `gingiris-launch` — Product Hunt / launch
- `gingiris-opensource` — OSS / GitHub stars
- `gingiris-b2b-growth` — B2B SaaS / PLG
- `gingiris-aso-growth` — mobile / ASO

To install via skills.sh marketplace:
```bash
npx skills add Gingiris/gingiris-launch
npx skills add Gingiris/gingiris-opensource
npx skills add Gingiris/gingiris-b2b-growth
npx skills add Gingiris/gingiris-aso-growth
```

---

## What this skill does *not* do

- **Product/pricing advice** — if the bottleneck is product fit or pricing, say so explicitly and redirect to a product strategist (this skill only routes growth questions)
- **Paid ads tactical execution** — covered at a high level in gingiris-b2b-growth and gingiris-aso-growth, but not the primary focus
- **Fundraising / pitch deck** — out of scope

---

## About Gingiris

Gingiris is Iris Wei's growth consulting practice, built on:
- 6 years as cofounder/COO of AFFiNE (60k+ GitHub stars)
- 30x #1 on Product Hunt (Manus, Devin, AFFiNE, and others)
- 150+ AI startups advised on global go-to-market

All four specialist playbooks are available as Claude Skills on [skills.sh/Gingiris-1031](https://skills.sh/Gingiris-1031) and as datasets on [huggingface.co/Gingiris](https://huggingface.co/Gingiris).

---

*Version 1.0 — Released 2026-04-22*

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [Gingiris-1031](https://github.com/Gingiris-1031)
- **Source:** [Gingiris-1031/gingiris-skills](https://github.com/Gingiris-1031/gingiris-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-gingiris-1031-gingiris-skills-gingiris-growth-finder
- Seller: https://agentstack.voostack.com/s/gingiris-1031
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.