# Growth hacking experiments — 50 tactics ranked by Effort/Impact Human Guide

## What This Is For
50 growth hacking tactics ranked by effort vs impact. It gives the agent a clearer input/output frame for growth marketing: what context to ask for, what decisions to make, and what usable artifact to return.

Use this as a human-readable version of the Growth hacking experiments — 50 tactics ranked by Effort/Impact agent skill. It is meant for marketers, operators, founders, and other non-coders who want the workflow without reading agent-specific implementation instructions.

## When To Use This
- Use this when you need a repeatable process for growth hacking experiments — 50 tactics ranked by Effort/Impact.
- Use this when the task needs judgment, examples, constraints, or a clear output format rather than a one-off prompt.
- Use this when you want to hand an AI assistant enough context to produce a usable marketing artifact.

## When Not To Use This
- Do not use this when you only need a quick factual answer.
- Do not use this when the work depends on private data you cannot share with the assistant.
- Do not use this as a replacement for legal, compliance, financial, or medical review.

## What You Need Before Starting
- The goal or business outcome you want.
- The audience, customer segment, or market context.
- Any source material the assistant should respect, such as notes, briefs, examples, URLs, or brand guidance.
- Constraints such as tone, length, channel, deadline, region, or approval requirements.
- A clear definition of what a good final answer should look like.

## Step-By-Step Workflow
1. State the job clearly: "Use the Growth hacking experiments — 50 tactics ranked by Effort/Impact guide to help me with..."
2. Add context: audience, goal, offer, channel, source material, and constraints.
3. Ask the assistant to identify missing inputs before producing the final output.
4. Have the assistant follow the skill-specific guidance below.
5. Review the result against the final checklist and ask for revisions where needed.

## Skill-Specific Guidance
- 50 ICE-scored growth experiments pre-ranked by impact, confidence, and ease
- Viral loop and referral mechanics with setup instructions and success metrics
- Rapid testing framework for running 3 experiments/week without burnout
- **ICE-scored tactics**: Impact, Confidence, Ease — pre-calculated for you
- **Acquisition hacks**: Referral loops, content repurposing, community seeding
- **Activation experiments**: Onboarding tweaks that move the needle fast
- **Retention plays**: Re-engagement, habit loops, and notification optimization
- **Rapid testing framework**: How to run 3 experiments per week without burning out
- Full version: https://clawhub.ai/gingiris-1031/skills/gingiris-launch
- All skills: https://clawhub.ai/gingiris-1031
- Follow: [@WeiYipei on X](https://x.com/WeiYipei)
- **Scoring method**: Each tactic rated 1–10 on Impact (potential upside), Confidence (evidence it works), Ease (speed & cost to implement)

## Decision Points And Nuance
The original skill emphasizes: ⚠️ 区分 B2B 与 2C, 📦 Install, Related Gingiris Skills, Supporting file: _meta.json, Supporting file: .clawhub/origin.json, Supporting file: references/en/README.md, ICE-Scored Tactics, Acquisition Hacks, Activation Experiments, Retention Plays.

Use these questions to steer the work:
- What is the intended audience or buyer?
- What source material must be preserved?
- What should the assistant optimize for: clarity, persuasion, accuracy, speed, creativity, or conversion?
- What examples represent the desired quality bar?
- What should the assistant avoid?

## Common Mistakes
- **Batch planning**: Pick top 3 experiments per sprint; don't run more than 3 simultaneously

## Copy-And-Paste Prompt
```text
Use the Growth hacking experiments — 50 tactics ranked by Effort/Impact human guide.

My goal:
[Describe the business outcome]

Audience:
[Describe who this is for]

Context and source material:
[Paste notes, examples, links, or existing copy]

Constraints:
[Tone, length, channel, timeline, must-include items, must-avoid items]

Before producing the final output, ask me for any missing information that would materially improve the result.
```

## Final Checklist
- [ ] The output matches the original goal.
- [ ] The audience and context are reflected in the answer.
- [ ] Important constraints and source material were preserved.
- [ ] The assistant made the relevant decisions explicit.
- [ ] The final artifact is ready to use, review, or hand to the next person.

## Source
This guide was generated from the gingiris-1031/gingiris-skills skill entry for `growth-hacking-playbook`.

## Source Skill Notes
These notes preserve the nuance from the original skill. Use them as supporting reference when the workflow above feels too generic.

## ⚠️ 区分 B2B 与 2C

本 skill 默认偏 dev / 开源 / B2B SaaS。若产品是 **2C 消费品 / 教育 / 应用 / 游戏**：核心指标换成 D1/D7/D30 留存、激活率、病毒系数 K（非 MRR/CAC/LTV）；冷启动渠道换成垂类社区 / 短视频 / 垂直 KOL（非 PH/HN/LinkedIn）。完整 2C 适配指南 + 各国渠道公开数据见 → `gingiris-seo-geo/references/2c-adaptation.md`。

---

## 📦 Install

```bash
clawhub install growth-hacking-playbook
```

**What you get after installing:**
- 50 ICE-scored growth experiments pre-ranked by impact, confidence, and ease
- Viral loop and referral mechanics with setup instructions and success metrics
- Rapid testing framework for running 3 experiments/week without burnout

---

# Growth Hacking Experiments — 50 Tactics Ranked by Effort/Impact

> 🌍 **Language / 语言**: [中文](#中文版) | [English](references/en/README.md) | [日本語](references/ja/README.md) | [한국어](references/ko/README.md)

Stop guessing what to try next. 50 experiments, scored and sorted so you pick the right one.

- **ICE-scored tactics**: Impact, Confidence, Ease — pre-calculated for you
- **Acquisition hacks**: Referral loops, content repurposing, community seeding
- **Activation experiments**: Onboarding tweaks that move the needle fast
- **Retention plays**: Re-engagement, habit loops, and notification optimization
- **Rapid testing framework**: How to run 3 experiments per week without burning out

## Related Gingiris Skills
- Full version: https://clawhub.ai/gingiris-1031/skills/gingiris-launch
- All skills: https://clawhub.ai/gingiris-1031
- Follow: [@WeiYipei on X](https://x.com/WeiYipei)

---

## Supporting file: _meta.json

```json
{
  "ownerId": "kn71ssmn8xj5cgbj8dgnbr4dvs87rhh8",
  "slug": "growth-hacking-playbook",
  "version": "1.1.1",
  "publishedAt": 1780410621019
}
```

---

## Supporting file: .clawhub/origin.json

```json
{
  "version": 1,
  "registry": "https://clawhub.ai",
  "slug": "growth-hacking-playbook",
  "installedVersion": "1.1.1",
  "installedAt": 1781587146464
}
```

---

## Supporting file: references/en/README.md

# Growth Hacking Experiments — 50 Tactics Ranked by Effort/Impact

Stop guessing what to try next. 50 experiments, scored and sorted so you pick the right one.

## ICE-Scored Tactics

Impact, Confidence, Ease — pre-calculated so you can prioritize instantly.

- **Scoring method**: Each tactic rated 1–10 on Impact (potential upside), Confidence (evidence it works), Ease (speed & cost to implement)
- **Prioritization**: Multiply I×C×E for composite score; run highest scores first
- **Batch planning**: Pick top 3 experiments per sprint; don't run more than 3 simultaneously
- **Review cadence**: Score results after each experiment; update confidence scores for similar tactics
- **Kill threshold**: If no signal after 2 weeks at minimum viable scale, stop and move on