Mobile App skills for AI agents

Use this skill when integrating AI and machine learning features into consumer mobile apps or games, deciding between on-device and cloud inference, designing AI-driven UX, building recommendation engines, implementing AI moderation, or managing inference costs. Trigger keywords: AI, ML, machine learning, on-device, Core ML, TensorFlow Lite, recommendation engine, generative AI, AI moderation, inference cost, LLM, personalization, dynamic difficulty.

Use this skill when planning and executing a mobile app or game launch, from pre-launch preparation through soft launch, launch day, and the critical first 30 days post-launch. Covers beta testing, soft launch KPIs, press outreach, App Store featuring, and post-launch optimization. Trigger keywords: app launch, game launch, soft launch, beta test, TestFlight, pre-launch, launch strategy, App Store featuring, Product Hunt, press kit, launch day, pre-registration, app release.

Use this skill when optimizing app listings for App Store or Google Play visibility and conversion. Covers keyword research, title/subtitle optimization, screenshot strategy, ratings management, A/B testing listings, localization, and seasonal ASO. Trigger keywords: ASO, app store optimization, App Store listing, Google Play listing, app keywords, app screenshots, app ratings, app reviews, store listing optimization, app conversion rate.

Use this skill when designing virtual economies, progression systems, reward loops, or monetization structures for mobile games. Covers currency design, sink/faucet balancing, gacha mechanics, player spend segmentation, and live economy tuning. Trigger keywords: virtual currency, game economy, progression, gacha, loot box, IAP, monetization, reward loop, currency sink, whale, pay-to-win, economy balancing, pity timer.

Use this skill when planning live operations for mobile games after launch, designing content calendars, building battle passes or season passes, creating limited-time events and offers, segmenting players for targeted content, or managing update cadence. Trigger keywords: live ops, live operations, battle pass, season pass, limited-time event, content calendar, player segmentation, live service, hotfix, patch notes, live game.

Use this skill when designing analytics systems for mobile apps, selecting analytics tools, defining event taxonomies, analyzing retention and funnels, or setting up crash monitoring and attribution. Trigger keywords: analytics, events, tracking, retention, cohort, funnel, DAU, MAU, attribution, SKAN, Crashlytics, A/B testing, feature flags, mobile metrics.

Use this skill when advising on mobile app architecture, native vs cross-platform decisions, offline-first design, push notifications, deep linking, performance optimization, mobile security, or CI/CD pipelines for iOS and Android. Trigger keywords: mobile app, iOS, Android, React Native, Flutter, Swift, Kotlin, mobile architecture, offline-first, push notifications, deep linking, mobile CI/CD, Fastlane, mobile performance.

Use this skill when designing monetization strategies for mobile apps or games, including in-app purchases, subscriptions, ad monetization, paywall design, pricing psychology, and revenue optimization. Trigger keywords: monetization, in-app purchase, IAP, subscription, paywall, ad revenue, freemium, eCPM, ARPDAU, LTV, mobile ads, rewarded video, ad mediation, App Store commission, pricing strategy.

Use this skill when planning and executing mobile user acquisition campaigns, including paid UA channels, creative strategy, ROAS optimization, iOS privacy (ATT/SKAN), Android Privacy Sandbox, attribution with MMPs, UA metrics, budget allocation, and scaling spend. Trigger keywords: user acquisition, UA, mobile ads, CPI, ROAS, LTV, Apple Search Ads, Meta ads, TikTok ads, Google UAC, App Campaigns, SKAdNetwork, SKAN, ATT, AppsFlyer, Adjust, attribution, MMP, ad creative, playable ads, mobile marketing, install campaigns.

Use this skill when preparing apps for App Store or Google Play review, handling rejections, implementing privacy requirements, managing subscription compliance, or navigating platform policies. Trigger keywords: App Store review, Google Play policy, app rejection, ATT, App Tracking Transparency, privacy labels, COPPA, subscription compliance, StoreKit, Google Play Billing, app review, age rating, data safety, app store guidelines.