개발 스킬

Draft behavioral requirements from a Simulink model and save them as a Requirements Toolbox `.slreqx` artifact or structured YAML. The skill uses EARS patterns, preserves stable IDs, and can link requirements to model elements for traceability.

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• Draft requirements from a Simulink model
• Update an existing requirements artifact
• Create model-to-requirement traceability links

Plan plant models for closed-loop simulation, from system requirements and controller interfaces to subsystem architecture, implementation steps, and validation plans. It helps match model detail to intended use and available evidence, then organizes the specifications for review before building begins.

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• Specifying a plant for an existing controller
• Planning subsystem architecture and model fidelity
• Preparing plant implementation and validation plans

Build and edit Simulink models that process audio, vibration, radar, or communications signals in frames. Choose suitable DSP blocks, configure buffering and sample-rate conversion, and check signal dimensions and rates to catch numerical mistakes that may not produce errors.

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• Building a frame-based audio or vibration processing model
• Adding filters or buffering to a streaming DSP pipeline
• Changing sample rates with decimation or resampling

Configure and inspect how Simulink model elements and algorithms appear in generated C or C++ code. Set variable and function names, storage classes, deployment and interface types, and Embedded Coder dictionary settings for code generation.

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• Choose names and storage classes for generated variables
• Set generated function names and deployment type
• Configure data or service interfaces

Create, repair, and validate a Classic AUTOSAR software component in Simulink. Configure runnable behavior, timing events, ports, client-server operations, and inter-runnable data, then update component ARXML and inspect generated artifacts when requested.

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• Creating or extending a Classic AUTOSAR component
• Configuring runnables and timing events
• Mapping ports, operations, services, or IRVs

Set up or update `.satk/block-policy.json` to control which Simulink blocks an agent may use, which it must exclude, and which block parameters it must leave unchanged. The skill validates policy settings before saving.

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• Setting which blocks an agent may use
• Excluding obsolete or disallowed blocks
• Protecting block parameters from edits

Review notes attached to elements in a running app, use each note and its source file location to make the requested fix, then verify the result in the app. Resolve a mark only after checking that the change addresses it.

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• Working through feedback marked in the app
• Finding the source behind a pointed-out button
• Grouping several notes that reference one file

Verify a CLI command by stating its expected effect in advance and comparing filesystem snapshots before and after. It returns yes, no, unknown, or no-fault, explains what the evidence shows, and names blind spots without requiring additional software.

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• Check files changed by a build or migration
• Verify a formatter or code generator's effects
• Confirm an AI coding CLI edited the expected files

Audit Xcode project settings, schemes, target dependencies, and script phases to explain build delays and suggest improvements. Findings connect to logs or configuration evidence, distinguish clean and incremental builds, and require approval before project files or settings are changed.

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• Investigating slow incremental builds
• Reviewing Xcode build settings and target dependencies
• Finding script phases that add build overhead

Finds package, plugin, and module-configuration issues that may slow Xcode builds. It reports supporting evidence, likely effects on clean and incremental builds, and practical recommendations for local development or CI.

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• Investigating slow clean or incremental Xcode builds
• Checking package plugin overhead in local builds or CI
• Finding duplicate module builds caused by configuration differences

Coordinate an evidence-based workflow for reducing Xcode build wait times. It benchmarks first, combines specialist findings on compilation, project settings, and packages into a prioritized plan, then routes approved fixes for implementation and rechecks the results.

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• Finding bottlenecks in Xcode builds
• Planning improvements to clean or incremental builds
• Reviewing a prioritized build optimization report

Measure Xcode clean, zero-change, and optional incremental build times across repeat runs. Compare medians and variation, capture timing categories and environment details, and save timestamped JSON results so build performance can be compared reliably.

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• Recording a baseline before changing a project
• Comparing Xcode build times before and after edits
• Measuring clean and incremental build performance

Apply explicitly approved Xcode build optimizations, such as build settings, script guards, Swift compilation fixes, or Swift Package Manager restructuring. Rebuild and benchmark using the same baseline, then report file changes and measured results.

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• Applying items from an approved build optimization plan
• Reducing incremental build delays in an Xcode project
• Checking build time changes after Swift or package fixes

Use build timing summaries and Swift compiler diagnostics to locate slow files, expressions, or functions in Swift and mixed-language projects. Receive prioritized source-level recommendations with evidence, confidence, and expected build wait-time impact, while investigation favors analysis-only flags.

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• Finding slow Swift compile hotspots
• Investigating type-checking warnings
• Prioritizing source-level build improvements

Develop Three.js applications with WebGPU using TSL, a JavaScript-based way to build GPU shaders. Find guidance and examples for renderer setup, node materials, compute shaders, post-processing effects, and custom WGSL integration.

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• Setting up a Three.js project with the WebGPU renderer
• Creating custom shader effects with TSL node materials
• Building particle systems with GPU compute shaders

Checks another session’s completion report against the actual pull request, checks, and other available state. It identifies measured gaps, accepts verified-ready work when permitted, and ends with the remaining work, next action, and a ready-to-send reply if needed.

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• Verifying work completed in another session
• Checking whether a pull request is ready to merge
• Finding gaps between a report and actual checks

Investigate slow SwiftUI screens, scrolling hitches, and excessive view updates through code review and repeatable profiling. Use Instruments traces to connect symptoms to likely causes, apply focused fixes, and compare measurements before and after changes.

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• Diagnosing slow screen rendering
• Investigating scrolling or animation hitches
• Finding unstable list identity or excess view updates

Create and review SwiftUI motion for state changes, view insertion and removal, navigation, and multi-step sequences. Choose scoped animations, springs, transitions, keyframes, geometry effects, or SF Symbol effects, while accounting for Reduce Motion and concurrency concerns.

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• Animating a view when its state changes
• Adding insertion and removal transitions
• Building a multi-step animation sequence

Embed web pages and app-owned HTML in SwiftUI with WebKit’s WebView and WebPage APIs for Apple platform 26 releases. Control navigation, observe page state, run JavaScript, and load local content or custom URL schemes.

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• Embedding article or detail pages in a SwiftUI app
• Building in-app help or documentation views
• Intercepting links and routing external pages

Use this skill to design or review Swift API names, argument labels, and documentation. It applies Swift’s conventions for clear call sites, mutating and nonmutating method pairs, protocol names, and complexity notes so APIs are easier to read and use.

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• Designing names and labels for a new Swift API
• Reviewing whether method calls read clearly
• Writing documentation comments for public declarations

Implement and review StoreKit 2 purchases and subscriptions, from paywalls and transaction handling to entitlement checks and renewals. Get guidance for purchase verification, restores, offers, refunds, and testing purchase flows with StoreKit configuration files.

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• Building a subscription paywall
• Implementing consumable or one-time purchases
• Verifying transactions and updating entitlements

Maintain and extend existing SceneKit 3D scenes in Apple platform apps. Get help with scene graphs, materials, lights, cameras, animation, physics, particles, model assets, shaders, and SwiftUI display, while accounting for SceneKit’s maintenance status.

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• Fixing or extending an existing SceneKit scene
• Adding lighting, materials, cameras, or animation
• Reviewing physics, particles, or model loading

Choose, review, or migrate architecture for Apple platform apps based on actual feature needs. Compare MV, MVVM, MVI, TCA, Clean Architecture, Coordinator, and legacy VIPER, then clarify state ownership, dependencies, side effects, and test boundaries through incremental changes.

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• Choosing an architecture for a growing SwiftUI feature
• Reviewing state ownership and dependency boundaries
• Planning an incremental architecture migration

Build SwiftUI screens with stacks, grids, lists, forms, search, scrolling, and overlays. The guidance helps choose suitable containers for collections and settings, wire common controls, and handle scrolling or transient messages in iOS interfaces.

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• Building a data-driven collection or feed
• Creating settings and input forms
• Adding search to a SwiftUI screen