growth

Growth skills for indie Apple developers — user acquisition, analytics interpretation, press/media outreach, community building, and indie business operations. Use when user asks about growing their app, understanding metrics, getting press coverage, or running an indie dev business.

149 stars

Best use case

growth is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Growth skills for indie Apple developers — user acquisition, analytics interpretation, press/media outreach, community building, and indie business operations. Use when user asks about growing their app, understanding metrics, getting press coverage, or running an indie dev business.

Teams using growth should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/growth/SKILL.md --create-dirs "https://raw.githubusercontent.com/rshankras/claude-code-apple-skills/main/skills/growth/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/growth/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How growth Compares

Feature / AgentgrowthStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Growth skills for indie Apple developers — user acquisition, analytics interpretation, press/media outreach, community building, and indie business operations. Use when user asks about growing their app, understanding metrics, getting press coverage, or running an indie dev business.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Growth Skills

Growth skills for indie Apple developers — from analytics interpretation to press outreach to community building. Covers the non-code aspects of building a sustainable app business.

## When This Skill Activates

Use this skill when the user:
- Asks about growing their app or user acquisition
- Wants to understand app metrics or analytics
- Asks about press/media outreach or getting reviews
- Wants to build a community around their app
- Asks about indie business operations (LLC, taxes, hiring)
- Mentions growth strategy, marketing, or user engagement
- Wants data-driven guidance on what to improve next

## Available Skills

### analytics-interpretation/
Interpret app metrics and make data-driven decisions. Covers DAU/MAU, retention curves, LTV/ARPU, App Store Connect analytics, funnel analysis (AARRR), cohort analysis, and decision trees for what to fix based on which metric is underperforming.

### press-media/
Get press coverage and media attention for your app. Covers press kit preparation, finding relevant journalists/bloggers/YouTubers, pitch timing and embargo strategy, indie developer story angles, and email templates for outreach.

### community-building/
Build and engage a user community around your app. Covers platform selection (Twitter/X, Mastodon, Reddit, Discord), building in public strategy, content calendars for solo developers, and converting community members into advocates.

### indie-business/
Business fundamentals for indie app developers. Covers business entity setup (LLC, S-Corp), Apple Small Business Program, tax basics for app revenue, revenue tracking, when to hire, and financial planning for indie sustainability.

## How to Use

1. Identify what growth stage the user is at:
   - **Pre-launch**: press-media (prepare press kit), community-building (build anticipation)
   - **Just launched**: analytics-interpretation (baseline metrics), press-media (launch outreach)
   - **Growing**: analytics-interpretation (optimize funnel), community-building (scale engagement)
   - **Established**: indie-business (formalize operations), analytics-interpretation (advanced cohorts)
2. Read the relevant sub-skill's SKILL.md for detailed workflow
3. Ask clarifying questions about the user's app, audience, and current metrics
4. Provide actionable guidance tailored to their specific situation

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