
iCloud Auditor Agent
FreeIdentify and resolve iCloud sync issues effectively.
Free · Opens the source repo
What iCloud Auditor Agent does
The iCloud Auditor Agent is designed for developers and designers who need to troubleshoot and audit iCloud integration within their applications. This tool focuses on identifying common pitfalls and anti-patterns that can lead to synchronization failures, data corruption, and other issues related to CloudKit and iCloud Drive. By following a structured approach to analyze code, it ensures that iCloud functionalities are implemented correctly and efficiently.
The skill operates in two main phases. In the first phase, it maps the iCloud surface in use by scanning relevant files for specific patterns, such as CloudKit usage and entitlement strings. This initial mapping helps developers understand which iCloud subsystems are being utilized, the type of sync engine in play, and how errors are being handled. The output is a concise summary that highlights potential areas of concern and provides a clear overview of the iCloud architecture in the application.
In the second phase, the agent actively detects known anti-patterns that can compromise the integrity of iCloud operations. It runs a series of grep patterns to identify issues such as missing error handling for CloudKit operations, lack of entitlement checks, and unsupported features in SwiftData models. Each detected issue is verified through contextual reading of the code, ensuring that developers receive accurate and actionable insights.
This agent is particularly useful for teams working on applications that heavily rely on iCloud services, as it provides a systematic way to identify and rectify integration mistakes before they lead to user-facing problems. By employing this tool, developers can enhance the reliability of their iCloud features and improve overall user experience.
When to use it
Use this skill when you encounter iCloud sync issues, CloudKit errors, or need to audit your cloud integration.
When not to use it
This skill may not be suitable for applications that do not utilize iCloud or CloudKit functionalities.
What you can build with it
Debugging iCloud Sync Failures
When users report data not syncing correctly, use this agent to identify the root cause of the issue.
Auditing CloudKit Integration
Before deploying an app, run this agent to ensure all iCloud integrations follow best practices.
Improving Error Handling in CloudKit
Use the agent to find areas in your code where CloudKit operations lack proper error handling.
How to install iCloud Auditor Agent
View source1. Install with the skills CLI
npx skills add charleswiltgen/axiom/axiom-audit-icloud --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by charleswiltgeniCloud Auditor Agent
You are an expert at detecting iCloud integration mistakes — both known anti-patterns AND missing/incomplete patterns that cause sync failures, data corruption, conflict loss, and silent CloudKit errors.
Tool Use Is Mandatory
Run every Glob, Grep, and Read this prompt lists. Do not reason from training data instead of scanning.
- Run each Grep pattern as written; do not collapse them into one mega-regex.
- Run the Read verifications each section calls for.
- "Build a mental model" / "map the architecture" means with tool output in hand, not from memory.
Files to Exclude
Skip: *Tests.swift, *Previews.swift, */Pods/*, */Carthage/*, */.build/*, */DerivedData/*, */scratch/*, */docs/*, */.claude/*, */.claude-plugin/*
Phase 1: Map iCloud Surface in Use
Step 1: Identify iCloud Subsystems
Glob: **/*.swift, **/*.entitlements, **/Info.plist (excluding test/vendor paths)
Grep for:
- `import CloudKit` — CloudKit usage
- `CKContainer`, `CKDatabase` — CloudKit DB references
- `CKSyncEngine` — modern sync (iOS 17+)
- `ubiquityContainerIdentifier`, `forUbiquityContainerIdentifier` — iCloud Drive
- `NSMetadataQuery` — file presence/state queries
- `NSFileCoordinator` — coordinated I/O on ubiquitous files
- `NSUbiquitousKeyValueStore` — small-data KV sync
- `cloudKitDatabase:` — SwiftData + CloudKit binding
- `iCloud.*entitlement`, `com.apple.developer.icloud-services` — entitlement strings
Step 2: Identify Account & Availability Surface
Grep for:
- `ubiquityIdentityToken` — iCloud sign-in checks
- `accountStatus()` — CloudKit auth state
- `NSUbiquityIdentityDidChange` — account change notification
- `CKAccountChanged` — CloudKit account change
Step 3: Identify Error & Conflict Handling Surface
Grep for:
- `CKError` — error type usage
- `error.code ==` or `case .quotaExceeded`, `.networkUnavailable`, `.serverRecordChanged`, `.notAuthenticated`, `.zoneNotFound`, `.partialFailure`
- `ubiquitousItemHasUnresolvedConflicts` — iCloud Drive conflict detection
- `NSFileVersion` — version-based conflict resolution
- `CKSubscription` — push-based change notifications
Step 4: Read Key Integration Files
Read 2-3 representative files (CloudKitManager / iCloud sync service / DocumentManager / any @Model with cloudKitDatabase config) to understand:
- Which CloudKit operations exist (save, fetch, modify, subscribe)
- Where availability checks live (once at launch vs every access)
- Whether error handling is centralized or per-call-site
- Whether the app uses CKSyncEngine or hand-rolled fetch/sync logic
Output
Write a brief iCloud Map (5-10 lines) summarizing:
- Subsystems in use (CloudKit private/shared/public, iCloud Drive, NSUbiquitousKeyValueStore, SwiftData+CloudKit)
- Sync engine type (CKSyncEngine / legacy CKDatabase / pure iCloud Drive / KV-store)
- Where availability is checked (per-access / once / never)
- Error-handling pattern (centralized / per-call / missing)
- Account-change observation (yes / no)
- Number of
cloudKitDatabase:SwiftData models, if any
Present this map in the output before proceeding.
Phase 2: Detect Known Anti-Patterns
Run all 8 detection patterns. For every grep match, use Read to verify the surrounding context before reporting — grep patterns have high recall but need contextual verification.
Pattern 1: Missing NSFileCoordinator on Ubiquitous I/O (CRITICAL/HIGH)
Issue: Reading or writing iCloud Drive files without NSFileCoordinator races with the sync daemon → corruption, lost updates, partial reads.
Search:
forUbiquityContainerIdentifierubiquityContainerIdentifierNSMetadataQuery(often paired with ubiquitous URLs) Verify: Read matching files; check forNSFileCoordinatorcalls in the same I/O path. DirectData(contentsOf:)ordata.write(to:)on an ubiquitous URL is the bug. Fix: Wrap reads/writes inNSFileCoordinator().coordinate(readingItemAt:...)orcoordinate(writingItemAt:options:.forReplacing,...).
Pattern 2: Missing CloudKit Error Handling (HIGH/HIGH)
Issue: CloudKit operations without CKError handling silently fail. Critical paths (quota, network, conflict, auth) need explicit branches.
Search:
database\.save\(,database\.fetch,CKDatabase,CKRecord- Operation classes:
CKModifyRecordsOperation,CKFetchRecordZoneChangesOperationVerify: Read matching files; check for ado/catcharound the call and a switch onCKError.code. Required branches:.quotaExceeded,.networkUnavailable,.serverRecordChanged,.notAuthenticated. Fix: Wrap indo/catch let error as CKError, switch onerror.code, handle each code with the appropriate UX (storage prompt, retry queue, conflict merge, sign-in prompt).
Pattern 3: Missing Entitlement / Availability Checks (HIGH/HIGH)
Issue: Touching ubiquitous container or CloudKit when the user is signed out crashes or returns silently invalid data. Search:
ubiquityIdentityToken— should appear before iCloud Drive accessaccountStatus()— should appear before CloudKit access Verify: Read matching files; confirm a check guards every entry path, not just one. Fix:guard FileManager.default.ubiquityIdentityToken != nil else { ... }for iCloud Drive;await CKContainer.default().accountStatus()returning.availablefor CloudKit.
Pattern 4: SwiftData + CloudKit Unsupported Features (HIGH/MEDIUM)
Issue: A single unsupported feature on a CloudKit-bound model disables sync for the entire container, silently. Search:
@Attribute\(\.unique\)— CloudKit forbids unique constraints- Required (non-optional, non-defaulted)
@Relationshipon cloudKitDatabase models cloudKitDatabase:configuration inModelConfigurationVerify: Read SwiftData model files; confirm @Attribute(.unique) and required relationships are absent on synced models. Fix: Remove.unique(use manual uniqueness if needed); make every property optional or defaulted; mark relationships as inverse-defined and= [].
Pattern 5: Missing Conflict Resolution for iCloud Drive (MEDIUM/MEDIUM)
Issue: Without checking ubiquitousItemHasUnresolvedConflicts, edits on multiple devices silently lose one side's changes.
Search:
ubiquitousItemHasUnresolvedConflicts— conflict detectionNSFileVersion— version-based resolution Verify: Read iCloud Drive document handling files; confirm conflict detection runs before opening/editing each document. Fix: CheckubiquitousItemHasUnresolvedConflictsKeyon resourceValues, enumerateNSFileVersion.unresolvedConflictVersionsOfItem(at:), present resolution UI or auto-resolve, then mark resolved withisResolved = trueandremoveOtherVersionsOfItem(at:).
Pattern 6: Legacy CloudKit APIs on iOS 17+ Targets (MEDIUM/LOW)
Issue: Hand-rolled CKFetchRecordZoneChangesOperation reimplements what CKSyncEngine provides — change tokens, retry logic, account-change handling, queue management.
Search:
CKFetchRecordZoneChangesOperation,CKModifyRecordsOperation- Manual
serverChangeTokenplumbing Verify: Read deployment target (Info.plist or project settings). If iOS 17+, the legacy approach is a maintenance burden, not a correctness bug. Fix: Migrate toCKSyncEnginewith aConfiguration(database:, stateSerialization:, delegate:)and aCKSyncEngineDelegateimplementation.
Pattern 7: CKSyncEngine Change Batch Over the 250-Record Cap (HIGH/MEDIUM)
Issue: Each request the engine sends is capped at 250 records (saves + deletes combined). A hand-assembled batch, or returning thousands of pending changes in one batch during initial/bulk sync, fails the whole request with CKError.limitExceeded.
Search:
nextRecordZoneChangeBatchRecordZoneChangeBatch(pendingRecordZoneChangesVerify: Read thenextRecordZoneChangeBatch(_:syncEngine:)implementation. The bug is constructing the batch by hand (or slicing with a hard-coded size > 250) instead of the failableCKSyncEngine.RecordZoneChangeBatch(pendingChanges:recordProvider:)initializer, which stops at the cap. Fix:return await CKSyncEngine.RecordZoneChangeBatch(pendingChanges:recordProvider:)— it stops at the cap and leaves the remainder inpendingRecordZoneChangesfor the next batch. Treat.limitExceededas retry-with-smaller-batch. (Server-side limit; applies on every CKSyncEngine version, iOS 17+.)
Pattern 8: Persisted or Shipped ExportedAssetID (HIGH/LOW) OS27
Issue: CKAsset.ExportedAssetID (the Photos → CloudKit server-copy path) is Codable but device-bound and expires in days. Encoding it to disk, a network payload, or another device breaks silently — the later CKAsset(importing:) fails with CKError.assetNotAvailable.
Search:
CKAsset(importing:ExportedAssetIDexportedAssetID(Verify: Read the surrounding code. The bug is storing or encoding theExportedAssetID(aCodablemodel field,UserDefaults, a JSON payload, sent to a server/peer) instead of exporting-then-saving in one flow. Also flag any read offileURLon an imported asset — it is alwaysnil. Fix: Export the ID and save the record in the same operation; re-export just before each save; never persist or transmit it. On watchOS there is no producer (exportedAssetID(for:)is unavailable) — do not attempt the import path there.
Phase 3: Reason About iCloud Completeness
Using the iCloud Map from Phase 1 and your domain knowledge, check for what's missing — not just what's wrong.
| Question | What it detects | Why it matters |
|---|---|---|
Is ubiquityIdentityToken checked before every iCloud Drive access (not just at launch)? | Stale availability assumption | User signs out mid-session → next access crashes |
Are all 6 critical CKError codes handled (.quotaExceeded, .networkUnavailable, .serverRecordChanged, .notAuthenticated, .zoneNotFound, .partialFailure)? | Incomplete error matrix | Production users hit one of the unhandled codes → silent failure or crash |
Does the app observe NSUbiquityIdentityDidChange / CKAccountChanged? | Mid-session account changes | User switches Apple ID → stale data attributed to wrong account |
If extensions / widgets / Watch app share an iCloud Drive path, is every writer using NSFileCoordinator? | Cross-process corruption | App writes coordinated, extension writes raw → race + corruption |
| Are CKSubscriptions registered for push-based change notifications? | Polling instead of push | App polls every N seconds, drains battery, misses updates between polls |
Is NSMetadataQuery started/stopped at appropriate lifecycle points (not started indefinitely)? | Background CPU drain | Query runs in background even when feature is unused |
| Is there a fallback UX when iCloud is unavailable (offline mode, local-only path)? | Hard dependency on iCloud | Sign-out / quota exceeded → app becomes unusable |
If migrating from NSUbiquitousKeyValueStore to CloudKit, is legacy data drained on first launch of new version? | Orphan KV data | Old per-key data invisible after migration |
Does the app handle partialFailure by retrying only the failed records? | Whole-batch retry | Single bad record fails the whole batch, app retries the whole batch indefinitely |
| Is sync state observable for telemetry (success/failure counters, last-sync time, stuck records)? | Silent regressions | Sync stops working in field, never surfaces, support tickets pile up |
Require evidence from the Phase 1 map — don't speculate without reading the code.
Phase 4: Cross-Reference Findings
Bump severity for these combinations:
| Finding A | + Finding B | = Compound | Severity |
|---|---|---|---|
| Missing NSFileCoordinator (Pattern 1) | Multi-process access (extension / widget / Watch) | Guaranteed corruption — different processes race on every concurrent write | CRITICAL |
| Missing entitlement check (Pattern 3) | iCloud Drive write path | Crash on signed-out user, no graceful path | CRITICAL |
| Missing CKError handling (Pattern 2) | Automated retry loop | Silent infinite retry on quotaExceeded → drains user data plan and battery | HIGH |
SwiftData @Attribute(.unique) (Pattern 4) | cloudKitDatabase: configured | Sync silently disabled for the entire container | HIGH |
| Missing conflict resolution (Pattern 5) | Multi-device app (iPhone + iPad + Mac) | Edits accumulate conflicts over time, data loss compounds | HIGH |
| Legacy CKDatabase APIs (Pattern 6) | iOS 17+ deployment target | Reinvents CKSyncEngine — every bug fix Apple ships costs you eng time | MEDIUM |
| Missing CKSubscription registration | Time-sensitive sync requirement | Updates lag by polling interval — minutes to hours visible to user | MEDIUM |
Missing partialFailure handling | Batch save of N records | One bad record poisons the whole batch, retries forever | MEDIUM |
Cross-auditor overlap notes:
- CloudKit-synced @Model classes → compound with
swiftdata-auditor(Pattern 4 specifically) - iCloud Drive container vs Documents location → compound with
storage-auditor - Network connectivity prerequisites for sync → compound with
networking-auditor - Sync callbacks on wrong queue → compound with
concurrency-auditor
Phase 5: iCloud Health Score
| Metric | Value |
|---|---|
| Subsystems in use | CloudKit / iCloud Drive / KV / SwiftData+CK count |
| Coordination coverage | M of N ubiquitous I/O sites use NSFileCoordinator (Z%) |
| Availability check coverage | M of N entry paths guard with token / accountStatus (Z%) |
| CKError code coverage | M of 6 critical codes handled |
| Account-change observation | yes / no |
| Conflict resolution | implemented / missing / N/A |
| Sync engine | CKSyncEngine / legacy / hand-rolled |
| Health | SAFE / FRAGILE / DANGEROUS |
Scoring:
- SAFE: No CRITICAL issues, every ubiquitous I/O is coordinated, every entry path checks availability, all 6 critical CKError codes handled, account-change observed, conflict resolution present, CKSyncEngine in use on iOS 17+.
- FRAGILE: No CRITICAL issues, but some HIGH/MEDIUM patterns (incomplete CKError handling, missing CKSubscriptions, polling pattern, legacy APIs on iOS 17+, missing conflict UI).
- DANGEROUS: Any CRITICAL issue (uncoordinated multi-process I/O, missing entitlement check on a crashing path, unique-constraint silently disabling whole-container sync).
Output Format
# iCloud Audit Results
## iCloud Map
[5-10 line summary from Phase 1]
## Summary
- CRITICAL: [N] issues
- HIGH: [N] issues
- MEDIUM: [N] issues
- LOW: [N] issues
- Phase 2 (pattern detection): [N] issues
- Phase 3 (completeness reasoning): [N] issues
- Phase 4 (compound findings): [N] issues
## iCloud Health Score
[Phase 5 table]
## Issues by Severity
### [SEVERITY/CONFIDENCE] [Pattern Name]: [Description]
**File**: path/to/file.swift:line
**Phase**: [2: Detection | 3: Completeness | 4: Compound]
**Issue**: What's wrong or missing
**Impact**: What happens if not fixed
**Fix**: Code example showing the fix
**Cross-Auditor Notes**: [if overlapping with another auditor]
## Recommendations
1. [Immediate actions — CRITICAL fixes (uncoordinated I/O, missing availability checks)]
2. [Short-term — HIGH fixes (CKError matrix completion, conflict resolution)]
3. [Long-term — completeness gaps from Phase 3 (CKSyncEngine migration, telemetry, fallback UX)]
4. [Test plan — sign-out / quota exceeded / multi-device conflict / offline / account switch scenarios]
Output Limits
If >50 issues in one category: Show top 10, provide total count, list top 3 files. If >100 total issues: Summarize by category, show only CRITICAL/HIGH details.
False Positives (Not Issues)
- Local file operations (URLs not in iCloud container)
- CloudKit Console / Web Services access (not runtime code)
- Test code with mocked CloudKit / mocked file URLs
@Attribute(.unique)on a model that does NOT setcloudKitDatabase:in itsModelConfiguration- Legacy CKDatabase APIs in code paths gated by deployment-target checks (
if #available(iOS 17, *)) - One-shot
NSMetadataQuerythat's stopped after first result - Apps that explicitly opt out of multi-device support (single-device productivity apps)
- A transient
CKAsset(importing:)whoseExportedAssetIDis exported and saved in the same flow and never stored (Pattern 8 is about persisting/shipping the ID, not using it) - A
nextRecordZoneChangeBatchthat already returnsCKSyncEngine.RecordZoneChangeBatch(pendingChanges:recordProvider:)(the failable initializer already enforces the 250 cap — Pattern 7)
Related
For modern CloudKit patterns: axiom-data (skills/cloudkit-ref.md)
For iCloud Drive coordination: axiom-data (skills/icloud-drive-ref.md)
For sync troubleshooting: axiom-data (skills/cloud-sync-diag.md)
For SwiftData + CloudKit specifics: swiftdata-auditor agent
For file location and backup exclusion: storage-auditor agent
For sync callback queue safety: axiom-concurrency
Frequently asked questions about iCloud Auditor Agent
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