Odoo-Modules/fusion_clock_ai/graphify-out/GRAPH_REPORT.md

Graph Report - /Users/gurpreet/Github/Odoo-Modules/fusion_clock_ai (2026-04-22)

Corpus Check

• 18 files · ~7,163 words
• Verdict: corpus is large enough that graph structure adds value.

Summary

• 97 nodes · 145 edges · 15 communities detected
• Extraction: 79% EXTRACTED · 21% INFERRED · 0% AMBIGUOUS · INFERRED: 31 edges (avg confidence: 0.8)
• Token cost: 0 input · 0 output

Community Hubs (Navigation)

• _COMMUNITY_Community 0
• _COMMUNITY_Community 1
• _COMMUNITY_Community 2
• _COMMUNITY_Community 3
• _COMMUNITY_Community 4
• _COMMUNITY_Community 5
• _COMMUNITY_Community 6
• _COMMUNITY_Community 7
• _COMMUNITY_Community 8
• _COMMUNITY_Community 9
• _COMMUNITY_Community 10
• _COMMUNITY_Community 11
• _COMMUNITY_Community 12
• _COMMUNITY_Community 13
• _COMMUNITY_Community 14

God Nodes (most connected - your core abstractions)

1. FusionClockAIPortalChat - 19 edges
2. FusionClockAIService - 14 edges
3. FusionClockAIChat - 14 edges
4. run_analysis() - 6 edges
5. employee_chat() - 5 edges
6. my_coach_tip() - 5 edges
7. manager_chat() - 4 edges
8. HrEmployeeAI - 3 edges
9. ClockReportAI - 3 edges
10. FusionClockAIAPI - 3 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: 0.19 Nodes (1): FusionClockAIPortalChat

Community 1 - "Community 1"

Cohesion: 0.17 Nodes (5): FusionClockAIAPI, manager_chat(), run_analysis(), smart_config(), FusionClockAIService

Community 2 - "Community 2"

Cohesion: 0.16 Nodes (1): FusionClockAIChat

Community 3 - "Community 3"

Cohesion: 0.22 Nodes (6): ClockCorrectionAI, HrEmployeeAI, employee_chat(), FusionClockPortalAI, my_coach_tip(), polish_reason()

Community 4 - "Community 4"

Cohesion: 0.5 Nodes (1): ClockReportAI

Community 5 - "Community 5"

Cohesion: 0.5 Nodes (2): FusionClockAIConversation, FusionClockAIMessage

Community 6 - "Community 6"

Cohesion: 0.5 Nodes (2): FusionClockAICache, Cron: delete cache entries older than 24 hours.

Community 7 - "Community 7"

Cohesion: 0.67 Nodes (1): HrAttendanceAI

Community 8 - "Community 8"

Cohesion: 0.67 Nodes (1): FusionClockAIUsage

Community 9 - "Community 9"

Cohesion: 1.0 Nodes (1): FusionClockAIPrompt

Community 10 - "Community 10"

Cohesion: 1.0 Nodes (1): ResConfigSettings

Community 11 - "Community 11"

Cohesion: 1.0 Nodes (0):

Community 12 - "Community 12"

Cohesion: 1.0 Nodes (0):

Community 13 - "Community 13"

Cohesion: 1.0 Nodes (0):

Community 14 - "Community 14"

Cohesion: 1.0 Nodes (0):

Knowledge Gaps

• 4 isolated node(s): FusionClockAIPrompt, FusionClockAIMessage, ResConfigSettings, Cron: delete cache entries older than 24 hours. These have ≤1 connection - possible missing edges or undocumented components.
• Thin community Community 9 (2 nodes): FusionClockAIPrompt, ai_prompt.py Too small to be a meaningful cluster - may be noise or needs more connections extracted.
• Thin community Community 10 (2 nodes): ResConfigSettings, res_config_settings.py Too small to be a meaningful cluster - may be noise or needs more connections extracted.
• Thin community Community 11 (1 nodes): __init__.py Too small to be a meaningful cluster - may be noise or needs more connections extracted.
• Thin community Community 12 (1 nodes): __init__.py Too small to be a meaningful cluster - may be noise or needs more connections extracted.
• Thin community Community 13 (1 nodes): __init__.py Too small to be a meaningful cluster - may be noise or needs more connections extracted.
• Thin community Community 14 (1 nodes): __manifest__.py 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 FusionClockAIService connect Community 1 to Community 3, Community 4? High betweenness centrality (0.029) - this node is a cross-community bridge.
• Why does run_analysis() connect Community 1 to Community 3? High betweenness centrality (0.026) - this node is a cross-community bridge.
• Are the 4 inferred relationships involving run_analysis() (e.g. with ._build_team_context() and ._get_system_prompt()) actually correct? run_analysis() has 4 INFERRED edges - model-reasoned connections that need verification.
• Are the 3 inferred relationships involving employee_chat() (e.g. with ._build_employee_context() and ._get_system_prompt()) actually correct? employee_chat() has 3 INFERRED edges - model-reasoned connections that need verification.
• What connects FusionClockAIPrompt, FusionClockAIMessage, ResConfigSettings to the rest of the system? 4 weakly-connected nodes found - possible documentation gaps or missing edges.