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App Growth Playbook

skill-robertguss-claude-code-toolkit-app-growth-playbook · by robertguss

A Claude skill from robertguss/claude-code-toolkit.

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$ agentstack add skill-robertguss-claude-code-toolkit-app-growth-playbook

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  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

App Growth Playbook

Core Workflow

1. Assess Current State

Gather the following before selecting channels:

  • Downloads: monthly installs, trend direction, organic vs. paid split
  • Retention: D1, D7, D30 retention rates
  • Revenue: ARPU, LTV, current monetization model
  • Audience: primary demographic, geographic concentration, device split
  • Current channels: what has been tried, what worked, what failed

2. Select Growth Channels

Use the channel selection matrix to pick 2-3 channels based on app category and budget.

| Channel | Best For | Budget | Timeline to Results | | --------------------- | ---------------------------------------------- | --------- | ------------------- | | Product Hunt | B2B, productivity, developer tools | Free | 1-2 weeks | | Reddit | Niche/community apps, indie projects | Free | 2-4 weeks | | TikTok/Reels | Consumer apps, visual apps, lifestyle | Free | 4-8 weeks | | Apple Search Ads | Any iOS app with clear keywords | $5-20/day | 1-2 weeks | | App Store Featuring | High-quality, design-forward apps | Free | 4-12 weeks | | Content Marketing/SEO | Apps solving searchable problems | Free-low | 2-6 months | | Referral/Viral Loops | Social, messaging, collaboration apps | Dev time | 4-8 weeks | | Email/Push | Apps with existing user base needing retention | Free-low | 1-2 weeks |

Budget tiers:

  • $0/month: Product Hunt, Reddit, TikTok/Reels, App Store Featuring,

Referral

  • $150-600/month: Apple Search Ads, Content Marketing (hosting/tools)
  • $600+/month: Paid social, influencer partnerships, Google Ads

3. Execute Channel Playbooks

Load the appropriate reference file for detailed execution:

  • references/product-hunt-playbook.md — Full Product Hunt launch timeline,

templates, and activation plan

  • references/social-media-templates.md — TikTok/Reels scripts, Reddit posts,

hashtag strategies

  • references/paid-acquisition.md — Apple Search Ads and Google Ads campaign

setup

  • references/content-marketing.md — Blog templates, SEO strategies, landing

page patterns

4. Measure and Iterate

Track these metrics weekly per channel:

| Metric | Formula | Target | | --------------------- | ------------------------------ | ------------ | | CAC | spend / installs | 30% | | Trial-to-paid rate | paid / trials | > 10% | | Payback period | CAC / monthly revenue per user | 2x |

Decision framework after 2 weeks per channel:

  • ROI > 2x → double budget
  • ROI 1-2x → optimize creative/targeting for 2 more weeks
  • ROI < 1x → pause and reallocate to higher-performing channel

Channel Playbook Summaries

Product Hunt Launch

Preparation timeline: start 2 weeks before launch.

Key elements:

  • Schedule for Tuesday-Thursday, post goes live at 12:01 AM PT
  • Secure a hunter with 1,000+ followers or self-hunt with a strong network
  • Prepare maker's comment (first comment on post) — personal story, not sales

pitch

  • Build activation list of 50+ people who will upvote and comment authentically
  • Prepare 5 different social media announcements for launch day

Load references/product-hunt-playbook.md for the full timeline, hunter outreach template, maker's comment template, and activation plan.

Reddit Launch & Ongoing

Core principle: contribute value first, promote second.

Key elements:

  • Research 5-10 subreddits where the target audience participates
  • Use "soft launch" format — ask for feedback, share the journey, not "check out

my app"

  • Target subreddits: r/SideProject, r/IndieDev, r/EntrepreneurRideAlong, plus

niche-specific

  • Follow each subreddit's self-promotion rules exactly
  • Build karma and history before posting about the app

Load references/social-media-templates.md for Reddit post templates and subreddit research guide.

TikTok/Reels Content

Video structure (20 seconds total):

  1. Hook (2s) — pattern interrupt or bold claim
  2. Problem (3s) — relatable frustration
  3. Demo (10s) — screen recording with zooms and annotations
  4. Result (3s) — before/after or outcome
  5. CTA (2s) — "Link in bio" or "Search [app name]"

Hook formulas:

  • "POV: you discover an app that [solves specific problem]"
  • "This app is a game changer for [audience]"
  • "Stop [old way]. Start [new way with app]"
  • "I wish I found this app sooner"

Load references/social-media-templates.md for full video scripts, posting schedule, and hashtag strategy.

Apple Search Ads

Campaign structure for indie budgets ($5-20/day):

| Campaign | Keywords | Bid | Budget Share | | ---------- | ---------------------- | ---------- | ------------ | | Brand | App name, variations | $0.50-1.00 | 10% | | Competitor | Competitor app names | $1.00-3.00 | 20% | | Category | Generic category terms | $0.75-2.00 | 40% | | Discovery | Search Match (auto) | $0.50-1.50 | 30% |

Load references/paid-acquisition.md for full setup guide, bid optimization, and creative set strategy.

App Store Featuring

What Apple looks for:

  • Exceptional design following Human Interface Guidelines
  • Accessibility support (VoiceOver, Dynamic Type)
  • Adoption of latest Apple technologies (widgets, Live Activities, visionOS)
  • Localization (more languages = higher chance)
  • No crashes, no major bugs

How to submit:

  1. Open App Store Connect → navigate to the app
  2. Use the "Promote Your App" section or email appstorepromotion@apple.com
  3. Time submissions around iOS releases, seasonal events, or major app updates
  4. Create App Store Connect events for in-app promotions

Load references/content-marketing.md for tips on optimizing App Store presence.

Referral & Viral Loops

Trigger moments — prompt sharing after:

  • First achievement or milestone
  • Positive feedback moment (completed task, reached goal)
  • Social proof moment (join streak, leaderboard placement)
  • Content creation (user generates something shareable)

Incentive structures that convert:

  • 7-day premium trial for both referrer and invitee
  • In-app credits or currency
  • Feature unlocks (themes, icons, advanced features)
  • Never require a referral — always make it optional

Load references/content-marketing.md for referral program design patterns.

Email & Push Notification Strategy

Push notification rules:

  • Send within user's active hours (track per-user timezone)
  • Limit to 1-2 per day maximum
  • Personalize with user data (name, last action, streak count)
  • Use urgency sparingly — not every message is urgent

Re-engagement timing:

| Segment | Timing | Message Type | | ----------- | ------ | --------------------------- | | D1 churned | Day 2 | "You left off at [state]" | | D7 churned | Day 8 | Feature they haven't tried | | D30 churned | Day 31 | Major update or new feature | | D90 churned | Day 91 | "We miss you" + incentive |

Load references/content-marketing.md for email sequence templates and push notification copy patterns.

Execution Priority

For a brand-new app with zero budget, execute channels in this order:

  1. Week 1-2: Optimize App Store listing (screenshots, description, keywords)
  2. Week 2-3: Soft launch on Reddit (r/SideProject, niche subreddits)
  3. Week 3-4: Product Hunt launch
  4. Week 4-8: Begin TikTok/Reels content (3 videos/week)
  5. Week 4+: Start Apple Search Ads at $5/day
  6. Month 2+: Build referral loop into the app
  7. Month 3+: Begin content marketing / SEO

For an app with an existing user base, start with email/push re-engagement and referral loops before acquiring new users.

Source & license

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

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

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Versions

  • v0.1.0 Imported from the upstream source.