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fusion_clock_ai/graphify-out/GRAPH_REPORT.md

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+# 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 0]]
+- [[_COMMUNITY_Community 1|Community 1]]
+- [[_COMMUNITY_Community 2|Community 2]]
+- [[_COMMUNITY_Community 3|Community 3]]
+- [[_COMMUNITY_Community 4|Community 4]]
+- [[_COMMUNITY_Community 5|Community 5]]
+- [[_COMMUNITY_Community 6|Community 6]]
+- [[_COMMUNITY_Community 7|Community 7]]
+- [[_COMMUNITY_Community 8|Community 8]]
+- [[_COMMUNITY_Community 9|Community 9]]
+- [[_COMMUNITY_Community 10|Community 10]]
+- [[_COMMUNITY_Community 11|Community 11]]
+- [[_COMMUNITY_Community 12|Community 12]]
+- [[_COMMUNITY_Community 13|Community 13]]
+- [[_COMMUNITY_Community 14|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._

fusion_clock_ai/graphify-out/cache/1480267198af93dcc1af59a5ba83e7062094ac6153033509423b2c475feea981.json

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fusion_clock_ai/graphify-out/cache/1f83006232e33ec8e6ac153b8329339031e45f250647b5f6b8fd22b979b3d062.json

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fusion_clock_ai/graphify-out/cache/465858922c0092c256b3179a9c67013997064b454593ca6de78814d57c5621ae.json

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