AI Agent Workflow Collection

Create a complete brand identity system for Apple platform apps — wordmark, icon, design tokens, brand voice, and App Store marketing assets. Use when starting a new app, renaming/rebranding, designing a logo, choosing typography, building a design system, or preparing App Store screenshots and preview materials.

Produce HIG-correct, Icon Composer-ready layered app icons for iOS/iPadOS/macOS/watchOS 26 (Liquid Glass) — apply Apple's app-icon guidelines, design the layer stack and Default/Dark/Mono appearances, and author the art as SVG the model can write directly (no paid generator required), falling back to image-gen MCPs only for illustrative art. Use when the user says "app icon", "Icon Composer", ".icon file", "Liquid Glass icon", "layered icon", "dark/tinted/mono icon variant", "icon for App Store", or needs icon art produced and assembled.

App Store pricing strategy, global equalization, subscription management, and regional pricing decisions using Apple's official 900-price-point system. Use when user asks about pricing tiers, IAP pricing, subscription pricing, regional pricing, price changes, App Store proceeds, base storefront selection, introductory offers, or promotional offers.

Create WWDC-Keynote-ready, self-contained HTML architecture diagrams for Apple platform apps (iOS, macOS, watchOS, tvOS, visionOS). Activates when users ask for app architecture, system design, data flow, module structure, or technical documentation for Apple apps. Produces ultra-beautiful, drill-down capable diagrams with Apple-native design language.

Exhaustive engineering hardening of an iOS app. Reviews for Swift 6 compliance, crash risks, App Store rejection risks, and tech debt; builds a surgical plan; dispatches parallel subagents to fix all P0-P2 issues; then pushes an alpha to TestFlight. Use for pre-submission cleanup and code hardening, not design polish.

Apple-native design language for iOS, iPadOS, and macOS — the editorial layer above HIG plus the domains craft skills miss: UX writing, interaction/form/loading states, and empty/error states. Use when writing or reviewing user-facing copy, button/error/alert text, designing forms or input validation, loading/empty/error/permission-denied states, deciding when to follow or tastefully break HIG, or judging whether a screen feels Apple-quality versus templated AI slop. Routes to swiftui-micro-craft for quantified spacing/typography/motion and apple-design for tokens and Liquid Glass.

Comprehensive Apple platform development skill covering Swift 6, SwiftUI, design, accessibility, concurrency, App Store Connect, testing, and advanced workflows. Master reference for iOS 26+ development.

On-device AI with Apple's Foundation Models framework (import FoundationModels) in iOS 26 / Apple Intelligence — LanguageModelSession, guided generation with @Generable/@Guide, streaming, tool calling, and availability gating. Use when the user wants on-device LLM features, Apple Intelligence integration, "summarize/classify/extract on device", structured generation, "@Generable", or asks about the Foundation Models framework. For UI design of AI features see apple-design.

Validate iOS code against Apple's best practices. Run during /ship, before commits, or when reviewing code for Apple-specific compliance. Triggers on "check patterns", "apple check", "pre-commit check", or "validate swift code".

Design and keynote-readiness craftsmanship review of an iOS app. Evaluates through Jony Ive (visual obsession) and Steve Jobs (demo readiness) perspectives, presents prioritized findings, then orchestrates parallel agents to fix selected issues and push a TestFlight build. Use for design polish, not engineering bugs.

Comprehensive Apple-grade review of an iOS app covering design (Apple design leader perspective), engineering (architecture and code quality), compliance (App Store rejection risks), and keynote readiness (product story and demo quality). Use when asked for a full app review, Apple-quality audit, design critique, HIG compliance check, App Store readiness assessment, or "would Apple approve this", "keynote ready", "WWDC ready".

Dispatcher that points a vague app request to the right Apple dev skill(s) and the order to run them. Use when the request is broad or you are unsure which skill applies — "help me grow my app", "get ready to ship", "improve my App Store presence", "my app isn't making money", "what should I do next", or any goal that spans discovery, conversion, lifecycle, submission, or launch. Routes; it does not do the work itself.

Audit a design or subsystem for primitive/problem fit — catch the wrong-primitive trap where a powerful or opaque Apple framework (CloudKit sharing/CKShare, NSPersistentCloudKitContainer mirroring, NSFileCoordinator, App Intents graphs, widget timelines) is adopted to enforce an elegant invariant instead of fitting the problem's actual shape. Use before adopting such a framework, when a subsystem keeps breaking in a new place after each fix, or when an architecture exists to make something "structurally impossible". Trigger on "is this the right primitive", "architecture review", "should we use CKShare", "why does this keep breaking", "fit check", "wrong primitive", or "over-engineered".

App Store Optimization — keyword research, title/subtitle/keyword-field strategy, localized metadata, and conversion-rate optimization for App Store discoverability. Use when the user says "ASO", "app store optimization", "keywords", "improve discoverability", "rank higher", "optimize my listing", "app store keywords", "subtitle", "promotional text", or wants more organic installs. Complements asc-submission (mechanics) and app-store-pricing (economics).

Check the latest CI build status and debug failures using the App Store Connect MCP server. Use when user says "check build", "what broke", "CI status", "build failing", or asks about recent build failures. Also use for signing issues, provisioning profiles, bundle ID capabilities, or Developer Portal queries.

Prepare an app for App Store submission or TestFlight distribution using the App Store Connect MCP server. Use when user says "prepare submission", "submit to app store", "prepare for review", "update metadata", "set what's new", "check submission readiness", "distribute to testflight", or wants to manage App Store Connect metadata, screenshots, or review submissions.

Complete a feature implementation with full validation. Use when a feature feels 'done' to ensure nothing is missed before committing.

Adapt one SwiftUI codebase across iPhone, iPad, Mac, Apple Watch, Apple TV, and Vision Pro — size classes, adaptive navigation, multi-window/scenes, platform conditionals, and idiomatic per-platform behavior. Use when supporting iPad alongside iPhone, bringing an app to macOS or visionOS, fixing a layout that only works on one device, choosing adaptive navigation, or sharing code across platforms. Trigger on "iPad", "macOS", "Mac Catalyst", "visionOS", "watchOS", "tvOS", "size class", "adaptive layout", "multiplatform", "NavigationSplitView", or "responsive".

Turn a visual mockup (HTML/PNG/Figma/spec) into a machine-readable design contract plus co-located mockup and Preview/capture gates, so an executing agent cannot drift from the design. Use before writing or editing a plan that reproduces a mockup.

App Store Connect MCP tools for signing certificates, provisioning profiles, TestFlight builds, and app submission.

iOS build system patterns, validation workflows, XcodeGen, and common build failure solutions. Use for build errors, validation, and CI/CD setup.

iOS UX design guidance for building premium SwiftUI interfaces. Triggers on: iOS UI/UX, layout, components, screen design, Liquid Glass, SwiftUI design, app design review, UI audit, view hierarchy, iOS design patterns.

iOS Simulator workflows, xcrun simctl commands, screenshot automation, and device management.

Swift 6.0+ standards, strict concurrency patterns, modern SwiftUI with @Observable, and @MainActor isolation. Essential for iOS 26+ development. Updated 2026-04-04 with crash audit findings.