SkillAtlasSkill 详情

ios-ettrace-performance

86 agent skills optimized for iOS 26+ development with Swift 6.

审核状态:已审核Quality 80Security 80

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项目 README

来源文件:README.md

抓取于 2026年8月22日

Swift iOS Skills — Agent Skills for iOS 26+ & SwiftUI Development

GitHub stars Swift 6.3 Platform Claude Code OpenAI Codex Agent Skills tessl License: PolyForm Perimeter

86 agent skills optimized for iOS 26+ development with Swift 6.3 and modern Apple frameworks. All code examples, patterns, and guidance target the latest APIs -- Liquid Glass, approachable concurrency, Foundation Models, StoreKit 2, SwiftData, async/await URLSession, and more. No deprecated patterns.

Compatible with Claude Code, OpenAI Codex, Cursor, GitHub Copilot, and 40+ other agents. Follows the open Agent Skills standard.

Every skill is self-contained. No skill depends on another. Install only what you need.

Release history: CHANGELOG.md.

Contents

Install

Recommended: any agent via skills CLI

The skills CLI is the recommended install method.

Interactive install (recommended):

npx skills add dpearson2699/swift-ios-skills

Running the default command opens the skills CLI UI so you can choose which skills to install and which agent(s) to install them for.

Install everything for any coding agent:

npx skills add dpearson2699/swift-ios-skills --all

Use --all when you want the full set of 86 skills installed automatically for any coding agent.

Install specific skills directly:

npx skills add dpearson2699/swift-ios-skills --skill <skill-name> --skill <skill-name>

Check for updates to installed skills:

npx skills check

Update installed skills to the latest versions:

npx skills update

Use these after installing through the skills CLI.

Claude Code (via plugin marketplace)

Add the marketplace (one-time):

/plugin marketplace add dpearson2699/swift-ios-skills

Install everything:

/plugin install all-ios-skills@swift-ios-skills

Or install a themed bundle (bundles limit how many skills load into the context window — if you want everything, use all-ios-skills above instead of installing multiple bundles):

/plugin install swiftui-skills@swift-ios-skills
/plugin install swift-core-skills@swift-ios-skills
/plugin install ios-app-framework-skills@swift-ios-skills
/plugin install ios-data-framework-skills@swift-ios-skills
/plugin install ios-ai-ml-skills@swift-ios-skills
/plugin install ios-engineering-skills@swift-ios-skills
/plugin install ios-hardware-skills@swift-ios-skills
/plugin install ios-platform-skills@swift-ios-skills
/plugin install ios-gaming-skills@swift-ios-skills
/plugin install apple-kit-skills@swift-ios-skills

OpenAI Codex

$skill-installer install https://github.com/dpearson2699/swift-ios-skills/tree/main/skills/<skill-name>

Claude Web App / Claude Desktop

  1. Download the skill folder(s) you want from this repo
  2. Zip each skill folder
  3. Go to Settings > Capabilities and enable "Code execution and file creation"
  4. Go to Customize > Skills, click +, then Upload a skill
  5. Upload the zip

ChatGPT

  1. Download the skill folder(s) you want from this repo
  2. Zip each skill folder
  3. Click your profile icon in ChatGPT and select Skills
  4. Click New skill and select Upload from your computer
  5. Upload the zip

Plugin Bundles (Claude Code)

PluginSkills included
all-ios-skillsAll 86 skills
apple-kit-skills39 skills spanning Apple Kit frameworks plus CarPlay
swiftui-skillsfocus-engine, swiftui-animation, swiftui-gestures, swiftui-layout-components, swiftui-liquid-glass, swiftui-navigation, swiftui-patterns, swiftui-performance, swiftui-uikit-interop, swiftui-webkit
swift-core-skillscore-data, swift-api-design-guidelines, swift-architecture, swift-codable, swift-charts, swift-concurrency, swift-formatstyle, swift-language, swift-testing, swiftdata
ios-app-framework-skillsactivitykit, adattributionkit, alarmkit, app-clips, app-intents, avkit, carplay, mapkit, paperkit, pdfkit, photokit, push-notifications, storekit, tipkit, widgetkit
ios-data-framework-skillscloudkit, contacts-framework, eventkit, financekit, healthkit, musickit, passkit, weatherkit
ios-ai-ml-skillsapple-on-device-ai, coreml, natural-language, speech-recognition, vision-framework
ios-engineering-skillsapp-store-optimization, app-store-review, authentication, background-processing, cryptokit, debugging-instruments, device-integrity, ios-accessibility, ios-ettrace-performance, ios-localization, ios-memgraph-analysis, ios-networking, swift-security, swiftlint, ios-simulator, metrickit
ios-hardware-skillsaccessorysetupkit, core-bluetooth, core-motion, core-nfc, dockkit, pencilkit, realitykit, sensorkit
ios-platform-skillsappmigrationkit, audioaccessorykit, browserenginekit, callkit, cryptotokenkit, energykit, homekit, permissionkit, relevancekit, shareplay-activities
ios-gaming-skillsgamekit, scenekit, spritekit, tabletopkit

Skills

SwiftUI

SkillWhat it covers
focus-engine@FocusState, defaultFocus, focusSection, focused scene values, focus restoration, UIFocusGuide
swiftui-animationSpring animations, PhaseAnimator, KeyframeAnimator, matchedGeometryEffect, SF Symbols
swiftui-gesturesTap, drag, magnify, rotate, long press, simultaneous and sequential gestures
swiftui-layout-componentsGrid, LazyVGrid, Layout protocol, ViewThatFits, custom layouts
swiftui-liquid-glassiOS 26 Liquid Glass, glassEffect, GlassEffectContainer, morphing transitions
swiftui-navigationNavigationStack, NavigationSplitView, programmatic navigation, deep linking
swiftui-patterns@Observable, state ownership, environment wiring, view composition, async loading, MV-pattern architecture
swiftui-performanceRendering performance, view update optimization, layout thrash, Instruments profiling
swiftui-uikit-interopUIViewRepresentable, UIHostingController, Coordinator, incremental UIKit-to-SwiftUI migration
swiftui-webkitWebView, WebPage, navigation policies, JavaScript calls, local content, custom URL schemes

Core Swift

SkillWhat it covers
swift-api-design-guidelinesSwift API Design Guidelines -- argument labels, mutating/nonmutating pairs, documentation comments, naming conventions
swift-architectureArchitecture patterns: MV (@Observable), MVVM, MVI, TCA, Clean Architecture, Coordinator, decision framework
swift-codableSwift Codable, JSONDecoder, JSONEncoder, CodingKeys, custom decoding, nested JSON
swift-chartsBar, line, area, pie, donut, and 3D charts, scrolling, selection, annotations
swift-concurrencySwift 6.2 concurrency, Sendable, actors, structured concurrency, data-race safety
swift-formatstyleFormatStyle protocol, number/currency/date/duration/measurement formatting, custom styles
swift-languageSwift 6.3 language idioms, result builders, property wrappers, typed throws
swift-testingSwift Testing framework, @Test, @Suite, #expect, parameterized tests, mocking
core-dataCore Data persistence, NSPersistentContainer, NSFetchedResultsController, batch operations, staged migration
swiftdata@Model, @Query, #Predicate, ModelContainer, migrations, CloudKit sync, @ModelActor

App Experience Frameworks

SkillWhat it covers
activitykitActivityKit, Dynamic Island, Lock Screen Live Activities, push-to-update
adattributionkitPrivacy-preserving ad attribution, postbacks, conversion values, re-engagement
alarmkitAlarmKit system alarms and countdown timers, Lock Screen, Dynamic Island, Live Activities
app-clipsApp Clips, invocation URLs, NFC, QR, App Clip Codes, App Group handoff
app-intentsApp Intents for Siri, Shortcuts, Spotlight, widgets, and Apple Intelligence
avkitAVPlayerViewController, VideoPlayer, Picture-in-Picture, AirPlay, subtitles
carplayCarPlay templates, navigation, audio, communication, EV charging apps
mapkitMapKit, CoreLocation, annotations, geocoding, directions, geofencing
paperkitPaperMarkupViewController, markup editing, drawing, shapes (iOS 26)
pdfkitPDFView, PDFDocument, annotations, text search, form filling, thumbnails
photokitPhotosPicker, AVCaptureSession, photo library, video recording, media permissions
push-notificationsUNUserNotificationCenter, APNs, rich notifications, silent push, service extensions
storekitStoreKit 2 purchases, subscriptions, SubscriptionStoreView, transaction verification
tipkitFeature discovery tooltips, contextual tips, tip rules, tip events
widgetkitHome Screen, Lock Screen, and StandBy widgets, Control Center controls, timeline providers

Data & Service Frameworks

SkillWhat it covers
cloudkitCKContainer, CKRecord, subscriptions, sharing, CKSyncEngine, SwiftData sync
contacts-frameworkCNContactStore, fetch requests, key descriptors, CNContactPickerViewController, save requests
eventkitEKEventStore, EKEvent, EKReminder, recurrence rules, EventKitUI editors and choosers
financekitApple Card, Apple Cash, Wallet orders, transaction queries, account balances
healthkitHKHealthStore, queries, statistics, workout sessions, background delivery
musickitMusicKit authorization, catalog search, ApplicationMusicPlayer, MPRemoteCommandCenter
passkitApple Pay, PKPaymentRequest, PKPaymentAuthorizationController, Wallet passes
weatherkitWeatherService, current/hourly/daily forecasts, alerts, attribution requirements

AI & Machine Learning

SkillWhat it covers
apple-on-device-aiFoundation Models framework, Core ML, MLX Swift, on-device LLM inference
coremlCore ML model loading, prediction, MLTensor, compute unit configuration, VNCoreMLRequest, MLComputePlan
natural-languageNLTokenizer, NLTagger, sentiment analysis, language identification, embeddings, Translation
speech-recognitionSpeechAnalyzer, SpeechTranscriber, SFSpeechRecognizer, on-device recognition, audio buffer processing
vision-frameworkVision text recognition, face/barcode detection, image segmentation, VisionKit DataScannerViewController

iOS Engineering

SkillWhat it covers
app-store-optimizationASO keyword strategy, description writing, screenshot optimization, Custom Product Pages, A/B testing
app-store-reviewApp Review guidelines, rejection prevention, privacy manifests, ATT, HIG compliance
authenticationSign in with Apple, ASAuthorizationController, passkeys, biometric auth (LAContext), credential management
background-processingBGTaskScheduler, background refresh, URLSession background transfers
cryptokitSHA-2/SHA-3, HMAC, AES-GCM, ChaChaPoly, HPKE, ML-KEM/ML-DSA, P256/Curve25519 signing, ECDH, Secure Enclave
debugging-instrumentsXcode debugger, Instruments, os_signpost, MetricKit, crash symbolication
device-integrityDeviceCheck (DCDevice per-device bits), App Attest (DCAppAttestService attestation and assertion flows)
ios-accessibilityVoiceOver, Dynamic Type, custom rotors, accessibility focus, assistive-technology support
ios-ettrace-performanceETTrace launch/runtime capture, exact-build dSYM matching, processed flamegraph JSON, comparable verification
ios-localizationString Catalogs, pluralization, FormatStyle, right-to-left layout
ios-memgraph-analysisSimulator memgraph capture, leak ownership paths, reachable heap growth, raw evidence preservation
ios-networkingURLSession async/await, REST APIs, downloads/uploads, WebSockets, pagination, retry, caching
swift-securityKeychain Services, CryptoKit symmetric/asymmetric, biometric authentication, Secure Enclave, certificate trust, credential storage, OWASP compliance · Based on ivan-magda/swift-security-skill
ios-simulatorxcrun simctl commands, device lifecycle, push/location/privacy simulation, log streaming, simulator limitations
metrickitMetricManager async reports, hang/crash diagnostics, production performance telemetry
swiftlintSwiftLint setup, .swiftlint.yml, build tool plugin, rule selection, baselines, suppressions, CI integration

Hardware & Device Integration

SkillWhat it covers
accessorysetupkitPrivacy-preserving BLE/Wi-Fi accessory discovery, ASAccessorySession, picker UI
core-bluetoothCBCentralManager, CBPeripheral, BLE scanning/connecting, services, characteristics, background modes
core-motionCMMotionManager, CMPedometer, accelerometer, gyroscope, activity recognition, altitude
core-nfcNFCNDEFReaderSession, NFCTagReaderSession, NDEF reading/writing, background tag reading
dockkitDockAccessoryManager, camera subject tracking, motor control, framing
pencilkitPKCanvasView, PKDrawing, PKToolPicker, Apple Pencil drawing and annotation
realitykitRealityView, entities, anchors, ARKit world tracking, raycasting, scene understanding
sensorkitResearch-grade sensor data, ambient light, keyboard metrics, device usage (approved studies)

Platform Integration

SkillWhat it covers
appmigrationkitCross-platform data transfer, AppMigrationExtension export/import (iOS 26)
audioaccessorykitAudio accessory features, automatic switching, device placement (iOS 26.4)
browserenginekitAlternative browser engines (EU), process management, web content extensions
callkitCXProvider, CXCallController, PushKit VoIP registration, call directory extensions
cryptotokenkitTKTokenDriver, TKSmartCard, iOS 26 NFC smart cards, certificate-based auth
energykitElectricityGuidance, EnergyVenue, grid forecasts, load event submission, electricity insights
homekitHMHomeManager, accessories, rooms, actions, triggers, MatterSupport commissioning
permissionkitAskCenter, PermissionQuestion, child communication safety, CommunicationLimits
relevancekitWidget relevance signals, time/location-based relevance providers (watchOS 26)
shareplay-activitiesGroupActivity, GroupSession, GroupSessionMessenger, coordinated media playback

Gaming

SkillWhat it covers
gamekitGame Center, GKLocalPlayer, leaderboards, achievements, real-time and turn-based multiplayer
scenekitSCNView, SCNScene, 3D geometry, materials, lighting, physics, SceneView
spritekitSKScene, SKSpriteNode, SKAction, physics simulation, particle effects, SpriteView
tabletopkitMultiplayer spatial board games, pieces, cards, dice, Group Activities (visionOS)

Structure

Each skill follows the open Agent Skills standard:

skills/
  skill-name/
    SKILL.md              # Required — instructions and metadata
    references/           # Optional — detailed reference material
      some-topic.md

SKILL.md contains YAML frontmatter (name, description) and markdown instructions. The references/ folder holds longer examples, advanced patterns, and lookup tables that the main file points to.

This repository contains original instructional content and examples for Apple platform development. Where Apple frameworks, APIs, documentation, WWDC sessions, or trademarks are referenced, those materials remain the property of Apple Inc. The license for this repository applies to this project's original content only and does not claim ownership of or relicense Apple's documentation, trademarks, sample code, or other third-party materials.

Compatibility

These skills work with any agent that supports the Agent Skills standard, including:

Upgrading from v2.x

v3.0 is a major release. If you previously installed v2.x skills, note the following changes:

  • Skill count: 57 skills in v2.2.0, 76 skills in v3.0.0.

  • Skill renames: 12 existing skills renamed to use Apple Kit framework names. Old skill paths no longer resolve. Uninstall all skills and reinstall to upgrade.

    v2.x namev3.0 name
    live-activitiesactivitykit
    mapkit-locationmapkit
    photos-camera-mediaphotokit
    homekit-matterhomekit
    callkit-voipcallkit
    metrickit-diagnosticsmetrickit
    pencilkit-drawingpencilkit
    passkit-walletpasskit
    musickit-audiomusickit
    cloudkit-synccloudkit
    eventkit-calendareventkit
    realitykit-arrealitykit
  • 19 new Kit framework skills: avkit, gamekit, cryptokit, pdfkit, paperkit, spritekit, scenekit, financekit, accessorysetupkit, adattributionkit, carplay, appmigrationkit, browserenginekit, dockkit, sensorkit, tabletopkit, relevancekit, audioaccessorykit, cryptotokenkit.

  • New bundles: apple-kit-skills (all 39 Apple Kit framework skills) and ios-gaming-skills (GameKit, SpriteKit, SceneKit, TabletopKit).

  • PaperKit standalone: PaperKit content removed from pencilkit and is now its own paperkit skill.

  • Beta frameworks: permissionkit, energykit, paperkit, relevancekit, appmigrationkit, and audioaccessorykit require iOS/watchOS 26 beta and are subject to API changes before GM.

  • All skills remain self-contained: No skill references or depends on another.

To upgrade via the skills CLI:

npx skills add dpearson2699/swift-ios-skills

To upgrade Claude Code bundles, reinstall the bundles you use (old skill paths will no longer resolve).

Support

If these skills save you time or improve your workflow, you can support ongoing maintenance through GitHub Sponsors.

Support helps keep the collection current with new Apple releases, evolving framework APIs, updated examples, and compatibility work across Claude Code, Codex, Cursor, Copilot, and other agents.

Sponsors

Thanks to the following people for supporting this project:

Anthony Jr.

License

PolyForm Perimeter 1.0.0 -- see LICENSE

What this means in practice:

  • Using these skills to build your iOS app -- allowed
  • Using these skills inside a closed-source commercial workflow -- allowed
  • Forking the repo and contributing back -- allowed
  • Sharing the skills with a teammate -- allowed
  • Taking the skills, rebranding them as "Premium iOS Agent Skills," and selling them -- not allowed (that's a competing product)

This project is not affiliated with, endorsed by, or sponsored by Apple Inc.

测试与质量

中风险

  • 来源需自行核对维护者身份。
  • 包含脚本或命令调用,安装前请复核。
  • 未检测到明显外部权限要求。
  • 未检测到高风险命令。
  • 扫描发现:3 条。

Codex — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/dpearson2699/swift-ios-skills.git
  3. 将 "skills/ios-ettrace-performance" 文件夹复制到 Codex 的 skills 目录中。
  4. 重启 Codex 让新的 skill 生效。

Codex — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Codex 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Codex 让新的 skill 生效。

Claude Code — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/dpearson2699/swift-ios-skills.git
  3. 将 "skills/ios-ettrace-performance" 文件夹复制到 Claude Code 的 skills 目录中。
  4. 重启 Claude Code 让新的 skill 生效。

Claude Code — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Claude Code 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Claude Code 让新的 skill 生效。

Cursor — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/dpearson2699/swift-ios-skills.git
  3. 将 "skills/ios-ettrace-performance" 文件夹复制到 Cursor 的 skills 目录中。
  4. 重启 Cursor 让新的 skill 生效。

Cursor — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Cursor 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Cursor 让新的 skill 生效。

GitHub Copilot — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/dpearson2699/swift-ios-skills.git
  3. 将 "skills/ios-ettrace-performance" 文件夹复制到 GitHub Copilot 的 skills 目录中。
  4. 重启 GitHub Copilot 让新的 skill 生效。

GitHub Copilot — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 GitHub Copilot 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 GitHub Copilot 让新的 skill 生效。

Windsurf — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/dpearson2699/swift-ios-skills.git
  3. 将 "skills/ios-ettrace-performance" 文件夹复制到 Windsurf 的 skills 目录中。
  4. 重启 Windsurf 让新的 skill 生效。

Windsurf — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Windsurf 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Windsurf 让新的 skill 生效。
查看 SKILL.md 原文
name: ios-ettrace-performance
description: "Use when capturing or analyzing ETTrace profiles for a focused iOS launch or runtime flow, including exact-build dSYM UUID matching, Simulator or device capture, processed per-thread flamegraph JSON, sampled inclusive/exclusive time, unresolved symbols, and comparable verification. Use debugging-instruments or swiftui-performance for generic profiling instead."

iOS ETTrace Performance

Use ETTrace for a bounded, symbolicated sampling experiment. Treat capture conditions and symbolication as part of the evidence, not as setup trivia.

Contents

Boundary

This skill owns ETTrace framework/CLI capture, exact-build dSYMs, processed flamegraph JSON, and like-for-like verification. Use Instruments for broad CPU, hitch, energy, or concurrency triage. Use SwiftUI performance guidance for view identity, invalidation, and layout remediation.

ETTrace periodically samples thread stacks. Its durations reconstruct sampled attribution from those intervals; do not present them as wall-clock production timings or compare them directly with a differently configured profiler.

Capture Contract

Write these down before capturing:

  • one exact user flow and its start/stop boundary;
  • launch capture or already-running runtime capture;
  • app commit, build configuration, optimization settings, and architecture;
  • ETTrace runner and framework versions, plus single-thread or multi-thread mode;
  • simulator/device model and OS build;
  • launch method, data state, cache state, and repetition count.

Reject a before/after claim when any of these materially differ. Rebuild and repeat under one contract instead.

Workflow

1. Triage before instrumenting

Confirm that ETTrace's sampled flamechart is the right next tool. Prefer Instruments first when the slow interval is unknown, spans many subsystems, or needs system-level blocking, I/O, hitch, or concurrency context.

Choose one flow small enough to repeat. Launch, first screen construction, opening one document, or applying one edit are useful boundaries; "use the app" is not.

2. Record and hold ETTrace versions fixed

Install the runner from the official tap and link the ETTrace package product into the app target being measured. Record the runner version and the framework revision or tag separately, then keep both fixed across compared captures. The bundled analyzer supports the verified v1.1.1 processed output shape; re-check upstream and the parser before using a different format.

brew install emergetools/homebrew-tap/ettrace

Run the instrumented app once and confirm the Starting ETTrace log. Absence of that message means capture evidence is not trustworthy. Keep this wiring out of shipping configurations unless the project deliberately owns that tradeoff.

3. Build first, then collect matching dSYMs

Use the final instrumented build for both capture and dSYM collection. Never choose a dSYM by filename, modification time, or Derived Data proximity.

mkdir -p /tmp/myapp-ettrace
python3 scripts/collect_dsyms.py \
  --app /path/to/Build/Products/Release-iphonesimulator/MyApp.app \
  --search-root /path/to/Build/Products \
  --search-root /path/to/Archives \
  --output /tmp/myapp-ettrace/dsyms \
  --pretty > /tmp/myapp-ettrace/dsym-report.json

The helper compares dwarfdump --uuid output for the app executable and embedded binaries. Missing or ambiguous UUID matches stop the run by default. Read and preserve dsym-report.json rather than assuming every copied symbol file is relevant. The helper fails when UUID matches cannot be copied to unique flat destination names that ETTrace 1.1.1 can discover.

4. Capture from a clean artifact directory

Run ETTrace from an empty directory because processed files are written to the current working directory. Use --simulator for Simulator and --dsyms for the exact dSYM directory. Add --launch only for launch work, and follow the runner's two-launch prompts exactly.

mkdir -p /tmp/myapp-ettrace
mkdir /tmp/myapp-ettrace/run-01
cd /tmp/myapp-ettrace/run-01
ettrace --simulator --dsyms /tmp/myapp-ettrace/dsyms

The second mkdir must fail if that per-run directory already exists. Choose a new run name instead of mixing processed captures from retries.

Launch by tapping the app on the Home Screen when the runner asks. Launching from Xcode can change the launch path and timing. For device capture, omit --simulator; keep all other experiment fields stable.

Stop immediately after the bounded flow and preserve every fresh output_<threadId>.json with the capture contract. ETTrace 1.1.1 creates these processed files after symbolication. Its internal raw runner output.json is a different artifact and is not accepted by the analyzer below.

5. Validate and summarize processed output

python3 scripts/analyze_ettrace.py \
  /tmp/myapp-ettrace/run-01/output_*.json \
  --top 25 --pretty > /tmp/myapp-ettrace/run-01/summary.json

The helper validates the v1.1.1 processed node shape, rejects duplicate inputs or mixed osBuild/device/isSimulator metadata, handles the serializer's object-or-array children field, and emits deterministic JSON. It does not rewrite the capture files. Keep those originals beside the summary.

Stop and repair symbolication when important app frames are <unknown>, raw addresses, or attributed to the wrong binary. An unsymbolicated hot address is an evidence gap, not a code recommendation. ETTrace 1.1.1 address-bearing nodes are listed under unresolved_frames and excluded from ordinary hotspots.

6. Change one cause and repeat

Make the smallest code or configuration change supported by a hot app-owned path. Rebuild, recollect UUID-matched dSYMs, and capture the same flow at least twice. Report variance and the full capture contract with the result.

Interpret the Report

  • Exclusive seconds approximate sampled time charged directly to a symbol after subtracting direct child durations. Start with high exclusive app-owned work.
  • Inclusive seconds show the weight of an entire call subtree. Use them to find expensive entry paths, not to blame every parent frame.
  • Aggregated inclusive time can exceed the root duration because recursive or nested appearances count each frame. Exclusive percentages use root duration.
  • <unattributed> is reported separately. A large value weakens conclusions about what happened in the missing interval.
  • A framework hotspot may still be caused by app call frequency, data shape, or configuration. Walk upward to the first controllable app-owned caller.
  • Multi-thread files sum thread time, not wall-clock latency. Do not describe their combined root duration as elapsed time.

Common Mistakes

  • Profiling an unbounded session and then guessing which samples match the bug.
  • Capturing one build while supplying dSYMs from another build or architecture.
  • Treating ETTrace's raw runner JSON as a processed flamegraph.
  • Comparing launch capture with runtime capture, or single-thread with multi-thread capture.
  • Optimizing the top inclusive parent without inspecting exclusive work and child paths.
  • Claiming improvement from one noisy run.
  • Leaving ETTrace instrumentation in production by accident.

Review Checklist

  • One reproducible flow and start/stop boundary are recorded.
  • Launch/runtime capture mode, single/multi-thread mode, runner version, and framework revision match.
  • Build configuration, architecture, target/OS, launch method, and app data/cache state match.
  • Every capture starts in a fresh, empty per-run artifact directory.
  • App and embedded-binary UUIDs match the supplied dSYMs.
  • The dSYM collection JSON report is preserved with source/destination and missing, ambiguous, collision, or incompatibility evidence.
  • Processed output_<threadId>.json files are preserved unchanged.
  • Important app frames are symbolicated.
  • Exclusive, inclusive, unattributed, and multi-thread semantics are clear.
  • The recommendation names an app-controlled path and supporting evidence.
  • Verification repeats the same contract and reports more than one run.
  • Temporary instrumentation is removed or intentionally scoped.

References

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