axiom-app-store-connect-ref

📁 charleswiltgen/axiom 📅 Jan 21, 2026
0
总安装量
37
周安装量
安装命令
npx skills add https://github.com/charleswiltgen/axiom --skill axiom-app-store-connect-ref

Agent 安装分布

claude-code 28
opencode 25
codex 22
cursor 21
gemini-cli 19
antigravity 19

Skill 文档

App Store Connect Reference

Overview

App Store Connect (ASC) provides crash reports, TestFlight feedback, and performance metrics for your apps. This reference covers how to navigate ASC to find and export crash data for analysis.

When to use ASC vs Xcode Organizer:

Task Best Tool
Quick crash triage during development Xcode Organizer
Team-wide crash visibility App Store Connect
TestFlight feedback with screenshots App Store Connect
Historical metrics and trends App Store Connect
Downloading crash logs for analysis Either (ASC has better export)
Symbolication Xcode Organizer

Navigating to Crash Data

Path to Crashes

App Store Connect
└── My Apps
    └── [Your App]
        └── Analytics
            └── Crashes

Direct URL pattern: https://appstoreconnect.apple.com/analytics/app/[APP_ID]/crashes

Crashes Dashboard Layout

┌─────────────────────────────────────────────────────────────────────────┐
│ [Filters: Platform ▼] [Version ▼] [Date Range ▼] [Compare ▼]           │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                         │
│  Crash-Free Users Graph                                                 │
│  ┌─────────────────────────────────────────────────────────────────┐   │
│  │  99.5% ─────────────────────────────────────────────────────    │   │
│  │  99.0% ─────────────────────────────────────────────────────    │   │
│  │  98.5% ─────────────────────────────────────────────────────    │   │
│  └─────────────────────────────────────────────────────────────────┘   │
│                                                                         │
│  Crash Count by Version                                                 │
│  ┌───────────────────────────────────────────────────────────────────┐ │
│  │ v2.1.0  ████████████ 1,234 crashes                                │ │
│  │ v2.0.5  ████████ 892 crashes                                      │ │
│  │ v2.0.4  ███ 156 crashes                                           │ │
│  └───────────────────────────────────────────────────────────────────┘ │
│                                                                         │
├─────────────────────────────────────────────────────────────────────────┤
│  Top Crash Signatures                                                   │
│  ┌───────────────────────────────────────────────────────────────────┐ │
│  │ 1. EXC_BAD_ACCESS in UserManager.currentUser.getter    45% share  │ │
│  │ 2. EXC_CRASH in NetworkService.fetchData()             23% share  │ │
│  │ 3. EXC_BREAKPOINT in Array subscript                   12% share  │ │
│  └───────────────────────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────────────┘

Key Metrics Explained

Metric What It Means
Crash-Free Users Percentage of daily active users who didn’t experience a crash
Crash Count Total number of crash reports received
Crash Rate Crashes per 1,000 sessions
Affected Devices Number of unique devices that crashed
Crash Signature Grouped crashes with same stack trace

Filtering Options

Filter Use Case
Platform iOS, iPadOS, macOS, watchOS, tvOS
Version Drill into specific app versions
Date Range Last 7/30/90 days or custom range
Compare Compare crash rates between versions
Device Filter by iPhone model, iPad, etc.
OS Version Find OS-specific crashes

Viewing Individual Crash Reports

Crash Signature Detail View

Click a crash signature to see:

┌─────────────────────────────────────────────────────────────────────────┐
│ EXC_BAD_ACCESS in UserManager.currentUser.getter                        │
├─────────────────────────────────────────────────────────────────────────┤
│ Affected: 234 devices • 45% of crashes • First seen: Jan 10            │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                         │
│ Exception Information                                                   │
│ ───────────────────                                                     │
│ Type: EXC_BAD_ACCESS (SIGSEGV)                                         │
│ Codes: KERN_INVALID_ADDRESS at 0x0000000000000010                       │
│                                                                         │
│ Crashed Thread (0)                                                      │
│ ─────────────────                                                       │
│ 0  MyApp         UserManager.currentUser.getter + 45                    │
│ 1  MyApp         ProfileViewController.viewDidLoad() + 123              │
│ 2  UIKitCore     -[UIViewController loadView] + 89                      │
│ 3  UIKitCore     -[UIViewController view] + 27                          │
│                                                                         │
├─────────────────────────────────────────────────────────────────────────┤
│ Distribution                                                            │
│ ───────────────                                                         │
│ iOS 17.2: ████████ 65%                                                  │
│ iOS 17.1: ████ 25%                                                      │
│ iOS 16.4: ██ 10%                                                        │
│                                                                         │
│ iPhone 15 Pro: ████████ 45%                                             │
│ iPhone 14:     ████ 30%                                                 │
│ iPhone 13:     ██ 15%                                                   │
│ Other:         █ 10%                                                    │
└─────────────────────────────────────────────────────────────────────────┘

Downloading Crash Logs

  1. Click on a crash signature
  2. Look for Download Logs button (top right)
  3. Select format:
    • .ips (JSON format, iOS 15+)
    • .crash (text format, legacy)
  4. Use crash-analyzer agent to parse: /axiom:analyze-crash

TestFlight Feedback

Path to Feedback

App Store Connect
└── My Apps
    └── [Your App]
        └── TestFlight
            └── Feedback

Feedback Entry Contents

Each feedback submission includes:

Field Description
Screenshot What the tester saw (often most valuable)
Comment Tester’s description of the issue
App Version Exact TestFlight build number
Device Model iPhone 15 Pro Max, iPad Air, etc.
OS Version iOS 17.2.1, etc.
Battery Level Low battery can affect behavior
Available Disk Low disk can cause write failures
Network Type WiFi vs Cellular
Locale Language and region settings
Timestamp When submitted

Feedback Filtering

Filter Use Case
Build Focus on specific TestFlight builds
Date Recent feedback first
Has Screenshot Find visual issues quickly

Limitation: No Reply

TestFlight feedback is one-way. You cannot respond to testers through ASC. For follow-up:

  • Contact through TestFlight group email
  • Add in-app feedback mechanism
  • Include your email in TestFlight notes

Metrics Dashboard

Path to Metrics

App Store Connect
└── My Apps
    └── [Your App]
        └── Analytics
            └── Metrics

Available Metrics Categories

Category What It Shows
Crashes Crash-free users, crash count, top signatures
Hang Rate Main thread hangs > 250ms
Disk Writes Excessive disk I/O patterns
Launch Time App startup performance
Memory Peak memory usage, terminations
Battery Energy usage during foreground/background
Scrolling Scroll hitch rate

Terminations (Non-Crash Kills)

The Metrics dashboard shows terminations that don’t produce crash reports:

Termination Type Cause
Memory Limit Jetsam killed app for memory pressure
CPU Limit (Background) Exceeded background CPU quota
Launch Timeout App took too long to launch
Background Task Timeout Background task exceeded time limit

Comparing Versions

Use the Compare filter to see:

  • Did crash rate improve or regress?
  • Which version introduced a spike?
  • Performance trends over releases

Exporting Data

Manual Export

  1. Navigate to Crashes or Metrics
  2. Use date range filter to select period
  3. Click Export (if available) or download individual crash logs

App Store Connect API

For automated export, use the App Store Connect API:

# Get crash diagnostic insights
GET /v1/apps/{id}/perfPowerMetrics

# Authentication requires API key from ASC
# Users and Access → Keys → App Store Connect API

API capabilities:

Endpoint Data
perfPowerMetrics Performance and power metrics
diagnosticSignatures Crash signature aggregates
diagnosticLogs Individual crash logs
betaTesters TestFlight tester info
betaFeedback TestFlight feedback entries

Xcode Cloud Integration

If using Xcode Cloud, crash data integrates with CI/CD:

  • View crashes per workflow run
  • Compare crash rates between branches
  • Automated alerts on crash spikes

Best Practices

Daily Monitoring

  1. Check crash-free users percentage
  2. Review any new crash signatures
  3. Monitor for version-to-version regressions

Crash Triage Priority

Priority Criteria
P0 – Critical >1% of users affected, data loss risk
P1 – High >0.5% affected, user-facing impact
P2 – Medium <0.5% affected, workaround exists
P3 – Low Rare, edge case, no impact

Correlating with Releases

After each release:

  1. Wait 24-48 hours for crash data to populate
  2. Compare crash-free rate to previous version
  3. Investigate any new top crash signatures
  4. Check TestFlight feedback for user reports

Common Questions

Why don’t I see crashes in ASC?

Cause Fix
Too recent Wait 24 hours for processing
No users yet Need active installs to report
User opted out Requires device analytics sharing
Build not distributed Must be TestFlight or App Store

Why are crashes unsymbolicated?

ASC crashes should auto-symbolicate if:

  • You uploaded dSYMs during distribution
  • “Upload debug symbols” was enabled

If still unsymbolicated:

  1. Download .ips file from ASC
  2. Use mdfind to locate dSYM by UUID
  3. Symbolicate with atos

See crash-analyzer agent: /axiom:analyze-crash

ASC vs Organizer: Which stack trace is better?

Both show the same data, but:

  • Organizer integrates with Xcode projects (click to jump to code)
  • ASC better for team-wide visibility and historical trends

Related

Skills: axiom-testflight-triage (Xcode Organizer workflows)

Agents: crash-analyzer (automated crash log parsing)

Commands: /axiom:analyze-crash


Resources

WWDC: 2020-10076, 2020-10078, 2021-10203, 2021-10258

Docs: /app-store-connect/api, /xcode/diagnosing-issues-using-crash-reports-and-device-logs