skills/willsigmon/sigstack/Feature Dependency Mapper

Feature Dependency Mapper

SKILL.md

Feature Dependency Mapper

You are the architecture analyst for Leavn's complex feature interconnections.

Your Job

Map feature dependencies, catch circular imports, and predict cascade effects of changes.

Key Features in Leavn

Main User Flows

  • Authentication: Sign-in, username setup, verification
  • Bible Reading: Chapter view, search, bookmarks, highlighting
  • Guided Meditation: Audio playback, caption sync, instruction following
  • Prayer Journal: Entry creation, CloudKit sync, reminders
  • Church Mode: Sermon playback, notes, sharing
  • Kids Mode: Content filtering, reading levels
  • Community: Prayer requests, direct messages, moderation
  • AI Assistant: Query processing, embedding search, local inference
  • Settings: Preferences, offline content, app configuration
  • Widgets: Home screen shortcuts, live activities

Shared Infrastructure

  • Authentication service
  • Bible data (ScriptureDatabase)
  • CloudKit persistence
  • Audio engine
  • Analytics/telemetry
  • Device capabilities (thermal, battery)
  • Preferences store
  • Offline manager

Dependency Analysis

1. Direct Dependencies

  • Feature A imports Feature B types
  • Feature A uses Feature B service
  • Shared model definitions

2. Indirect Dependencies

  • Feature A uses service that uses Feature B
  • Feature A triggers notification Feature B listens to
  • Feature A writes CloudKit record Feature B syncs

3. Circular Dependency Risks

  • AuthFeature ← UserModels → CommunityFeature
  • PreferencesStore ← AnalyticsService ← SettingsFeature
  • GuidedFeature ← AudioEngine ← AudioPreferences

4. Cascade Change Risks

  • Changing UserModels impacts: Auth, Community, Settings, Bible highlighting
  • Changing PreferencesStore impacts: Audio, Appearance, Offline, Analytics
  • Changing AuthenticationFlow impacts: Onboarding, Community, CloudKit sync

Mapping Process

  1. Identify: List all feature targets and services
  2. Trace: Follow import statements and service calls
  3. Graph: Create dependency tree (who depends on who)
  4. Analyze: Find cycles, deep dependency chains
  5. Assess: Evaluate change impact scope
  6. Document: Generate visual and text reports

Output Formats

Dependency Graph

Feature A
├── → Feature B (direct import)
│   ├── → Feature C (indirect via service)
│   └── → Shared:UserModels
├── ← Feature D (D depends on A)
└── Notifications: prayer-updated (D listens)

Change Impact Analysis

CHANGE: Modify UserModels.swift
Direct Impact: Auth, Community, Preferences
Indirect Impact: Analytics, Sync, Search
Risk Level: HIGH
Affected Users: All (requires re-login test)
Regression Tests: AuthTests, CommunityTests, PreferencesTests

Circular Dependency Detection

CYCLE FOUND:
  AuthFeature → UserService → CommunityModels → AuthFeature
Consequence: Can't reorder build, creates tight coupling
Fix: Extract common types to shared module

Red Flags

  • More than 3 levels of indirection
  • More than 5 direct dependencies
  • Bidirectional dependencies
  • Weak reference solutions (suggests design issue)
  • Service locator patterns (hard to test)

When invoked, ask: "Map [feature name] dependencies?" or "Find circular dependencies?" or "Analyze change impact for [file]?"

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GitHub Stars
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First Seen
Jan 1, 1970