# Graph Report - .  (2026-04-09)

## Corpus Check
- 124 files · ~92,302 words
- Verdict: corpus is large enough that graph structure adds value.

## Summary
- 316 nodes · 549 edges · 29 communities detected
- Extraction: 64% EXTRACTED · 36% INFERRED · 0% AMBIGUOUS · INFERRED: 197 edges (avg confidence: 0.5)
- Token cost: 0 input · 0 output

## God Nodes (most connected - your core abstractions)
1. `FishingService` - 55 edges
2. `MusicService` - 38 edges
3. `RefinementService` - 13 edges
4. `VoiceService` - 8 edges
5. `PermissionAuditService` - 7 edges
6. `execute()` - 6 edges
7. `InviteService` - 6 edges
8. `AuditLogService` - 6 edges
9. `EventService` - 6 edges
10. `buildEventEmbed()` - 5 edges

## Surprising Connections (you probably didn't know these)
- None detected - all connections are within the same source files.

## Communities

### Community 0 - "Community 0"
Cohesion: 0.05
Nodes (6): ActivityTrackerService, buildEventEmbed(), EventService, resolveAnnouncementChannel(), toDiscordTimestamps(), KordClient

### Community 1 - "Community 1"
Cohesion: 0.08
Nodes (1): FishingService

### Community 2 - "Community 2"
Cohesion: 0.11
Nodes (6): extractYouTubeVideoId(), formatDuration(), isYouTubePlaylistUrl(), MusicService, parseDurationSeconds(), parseDurationTextToSeconds()

### Community 3 - "Community 3"
Cohesion: 0.14
Nodes (5): getNestedValue(), normalizeDiscordLocale(), resolveLocale(), StaticI18nProvider, t()

### Community 4 - "Community 4"
Cohesion: 0.15
Nodes (3): BotError, ErrorReporter, withErrorHandler()

### Community 5 - "Community 5"
Cohesion: 0.16
Nodes (4): execute(), getOverallColor(), PermissionAuditService, SetupWizardRenderer

### Community 6 - "Community 6"
Cohesion: 0.37
Nodes (1): RefinementService

### Community 7 - "Community 7"
Cohesion: 0.18
Nodes (3): BigEmojiService, MimicService, WebhookService

### Community 8 - "Community 8"
Cohesion: 0.36
Nodes (9): Fishing Game Backend Logic, Authentication/Authorization Layer, Database Schema Design (User/Item), Frontend Game Client (React/Unity), Payment Gateway Integration (Stripe/PayPal), Real-time Communication (WebSockets), Game State Management (Session/Persistence), Analytics/Telemetry Tracking (+1 more)

### Community 9 - "Community 9"
Cohesion: 0.46
Nodes (1): VoiceService

### Community 10 - "Community 10"
Cohesion: 0.52
Nodes (6): buildStatusLabel(), execute(), formatReminderOffsets(), parseReminderOffsets(), parseSeoulDateTime(), toDiscordTimestamps()

### Community 11 - "Community 11"
Cohesion: 0.33
Nodes (2): buildFishingGauge(), buildFishingLane()

### Community 12 - "Community 12"
Cohesion: 0.6
Nodes (1): InviteService

### Community 13 - "Community 13"
Cohesion: 0.47
Nodes (1): AuditLogService

### Community 14 - "Community 14"
Cohesion: 0.4
Nodes (0): 

### Community 15 - "Community 15"
Cohesion: 0.4
Nodes (0): 

### Community 16 - "Community 16"
Cohesion: 0.83
Nodes (3): buildErrorMessage(), execute(), respond()

### Community 17 - "Community 17"
Cohesion: 0.5
Nodes (1): FeverService

### Community 18 - "Community 18"
Cohesion: 0.67
Nodes (1): PresenceService

### Community 19 - "Community 19"
Cohesion: 1.0
Nodes (0): 

### Community 20 - "Community 20"
Cohesion: 1.0
Nodes (2): main.ts, config.ts

### Community 21 - "Community 21"
Cohesion: 1.0
Nodes (1): FishingGameConcept

### Community 22 - "Community 22"
Cohesion: 1.0
Nodes (0): 

### Community 23 - "Community 23"
Cohesion: 1.0
Nodes (0): 

### Community 24 - "Community 24"
Cohesion: 1.0
Nodes (1): Gemma 4 Response

### Community 25 - "Community 25"
Cohesion: 1.0
Nodes (1): Tool Use Concept

### Community 26 - "Community 26"
Cohesion: 1.0
Nodes (1): Capability Summary

### Community 27 - "Community 27"
Cohesion: 1.0
Nodes (1): db.ts

### Community 28 - "Community 28"
Cohesion: 1.0
Nodes (1): logger.ts

## Knowledge Gaps
- **Thin community `Community 19`** (2 nodes): `language.ts`, `execute()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 20`** (2 nodes): `main.ts`, `config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 21`** (1 nodes): `FishingGameConcept`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 22`** (1 nodes): `jest.config.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 23`** (1 nodes): `i18n.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 24`** (1 nodes): `Gemma 4 Response`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 25`** (1 nodes): `Tool Use Concept`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 26`** (1 nodes): `Capability Summary`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 27`** (1 nodes): `db.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 28`** (1 nodes): `logger.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Why does `FishingService` connect `Community 1` to `Community 11`?**
  _High betweenness centrality (0.272) - this node is a cross-community bridge._
- **Why does `RefinementService` connect `Community 6` to `Community 0`?**
  _High betweenness centrality (0.067) - this node is a cross-community bridge._
- **Should `Community 0` be split into smaller, more focused modules?**
  _Cohesion score 0.05 - nodes in this community are weakly interconnected._
- **Should `Community 1` be split into smaller, more focused modules?**
  _Cohesion score 0.08 - nodes in this community are weakly interconnected._
- **Should `Community 2` be split into smaller, more focused modules?**
  _Cohesion score 0.11 - nodes in this community are weakly interconnected._
- **Should `Community 3` be split into smaller, more focused modules?**
  _Cohesion score 0.14 - nodes in this community are weakly interconnected._