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fusion_accounting_followup/graphify-out/GRAPH_REPORT.md

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+# Graph Report - /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup  (2026-04-22)
+
+## Corpus Check
+- 57 files · ~13,245 words
+- Verdict: corpus is large enough that graph structure adds value.
+
+## Summary
+- 354 nodes · 497 edges · 40 communities detected
+- Extraction: 73% EXTRACTED · 27% INFERRED · 0% AMBIGUOUS · INFERRED: 132 edges (avg confidence: 0.76)
+- 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]]
+- [[_COMMUNITY_Community 15|Community 15]]
+- [[_COMMUNITY_Community 16|Community 16]]
+- [[_COMMUNITY_Community 17|Community 17]]
+- [[_COMMUNITY_Community 18|Community 18]]
+- [[_COMMUNITY_Community 19|Community 19]]
+- [[_COMMUNITY_Community 20|Community 20]]
+- [[_COMMUNITY_Community 21|Community 21]]
+- [[_COMMUNITY_Community 22|Community 22]]
+- [[_COMMUNITY_Community 23|Community 23]]
+- [[_COMMUNITY_Community 24|Community 24]]
+- [[_COMMUNITY_Community 25|Community 25]]
+- [[_COMMUNITY_Community 26|Community 26]]
+- [[_COMMUNITY_Community 27|Community 27]]
+- [[_COMMUNITY_Community 28|Community 28]]
+- [[_COMMUNITY_Community 29|Community 29]]
+- [[_COMMUNITY_Community 30|Community 30]]
+- [[_COMMUNITY_Community 31|Community 31]]
+- [[_COMMUNITY_Community 32|Community 32]]
+- [[_COMMUNITY_Community 33|Community 33]]
+- [[_COMMUNITY_Community 34|Community 34]]
+- [[_COMMUNITY_Community 35|Community 35]]
+- [[_COMMUNITY_Community 36|Community 36]]
+- [[_COMMUNITY_Community 37|Community 37]]
+- [[_COMMUNITY_Community 38|Community 38]]
+- [[_COMMUNITY_Community 39|Community 39]]
+
+## God Nodes (most connected - your core abstractions)
+1. `send_followup_email()` - 22 edges
+2. `compute_aging()` - 21 edges
+3. `FollowupLevelSpec` - 20 edges
+4. `get_overdue_for_partner()` - 13 edges
+5. `compute_followup_level()` - 12 edges
+6. `generate_followup_text()` - 12 edges
+7. `TestFusionFollowupEngine` - 11 edges
+8. `select_tone()` - 11 edges
+9. `TestFollowupController` - 10 edges
+10. `TestLevelResolver` - 10 edges
+
+## Surprising Connections (you probably didn't know these)
+- `test_buckets_sum_equals_total()` --calls--> `compute_aging()`  [INFERRED]
+  /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/tests/test_engine_property.py → /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/services/overdue_aging.py
+- `test_overdue_amount_excludes_current()` --calls--> `compute_aging()`  [INFERRED]
+  /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/tests/test_engine_property.py → /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/services/overdue_aging.py
+- `test_risk_score_in_range()` --calls--> `score_partner()`  [INFERRED]
+  /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/tests/test_engine_property.py → /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/services/risk_scorer.py
+- `The follow-up engine — orchestrator for customer follow-ups.  7-method public AP` --uses--> `FollowupLevelSpec`  [INFERRED]
+  /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/models/fusion_followup_engine.py → /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/services/level_resolver.py
+- `Cache lookup + LLM fallback.` --uses--> `FollowupLevelSpec`  [INFERRED]
+  /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/models/fusion_followup_engine.py → /Users/gurpreet/Github/Odoo-Modules/fusion_accounting_followup/services/level_resolver.py
+
+## Communities
+
+### Community 0 - "Community 0"
+Cohesion: 0.07
+Nodes (22): FusionFollowupController, get_partner_detail(), list_overdue(), _parse_date(), pause(), HTTP controller: 6 JSON-RPC endpoints for the OWL follow-up dashboard.  All endp, reset(), send_followup() (+14 more)
+
+### Community 1 - "Community 1"
+Cohesion: 0.11
+Nodes (13): _max_days_overdue(), Level resolver: which follow-up level should fire for this partner?  Pure-Python, Pick the highest-sequence level whose delay_days has been crossed by     the mos, Return the actual max days-overdue tracked on the report, falling     back to th, resolve_level(), AgingBucket, AgingReport, compute_aging() (+5 more)
+
+### Community 2 - "Community 2"
+Cohesion: 0.07
+Nodes (14): Both new fields are declared on account.move.line., We can write the new fields onto an existing move line., Verify follow-up tracking fields are added to account.move.line., TestAccountMoveLineFollowup, Coexistence tests: fusion_accounting_followup menu only visible when Enterprise, TestFollowupCoexistence, Property-based invariants for follow-up services., test_buckets_sum_equals_total() (+6 more)
+
+### Community 3 - "Community 3"
+Cohesion: 0.11
+Nodes (14): generate_text(), FusionFollowupEngine, Force the next-higher level than the partner's current last_level., Pause follow-ups for a partner until a date (default 30 days)., Reset partner's follow-up state to no_action., Return audit history for a partner., Fetch posted, unreconciled receivable lines for a partner., Compute risk score from partner's payment history. (+6 more)
+
+### Community 4 - "Community 4"
+Cohesion: 0.15
+Nodes (2): FollowupDashboard, FollowupService
+
+### Community 5 - "Community 5"
+Cohesion: 0.13
+Nodes (10): generate_followup_text(), _get_provider(), AI-generated follow-up text with templated fallback., Look up provider for 'followup_text' feature., Generate follow-up text via LLM, with templated fallback.      Returns: {subject, _templated_fallback(), build_prompt(), LLM prompt for AI-generated follow-up text.  Output contract: {   "subject": str (+2 more)
+
+### Community 6 - "Community 6"
+Cohesion: 0.13
+Nodes (7): HttpCase, Python wrappers for OWL tours via HttpCase.start_tour., TestFollowupTours, _percentile(), Performance benchmarks tagged 'benchmark'., TestControllerBenchmarks, TestEngineBenchmarks
+
+### Community 7 - "Community 7"
+Cohesion: 0.21
+Nodes (6): Cache lookup + LLM fallback., compute_fingerprint(), FusionFollowupTextCache, lookup(), Cache of AI-generated follow-up text to avoid LLM cost on repeats., TestFusionFollowupTextCache
+
+### Community 8 - "Community 8"
+Cohesion: 0.19
+Nodes (6): FusionMigrationWizard, Followup-specific migration step.  Backfills fusion.followup.level from Enterpri, Backfill fusion.followup.level from account_followup.followup.line., Migration step: copy Enterprise account_followup per-partner state         onto, Verify the partner-state migration step runs without error., TestFollowupMigrationRoundTrip
+
+### Community 9 - "Community 9"
+Cohesion: 0.24
+Nodes (5): PartnerRiskScore, Payment-history risk scorer.  Pure-Python: takes payment history (list of paymen, Compute a 0-100 risk score from payment-history primitives.      Heuristic weigh, score_partner(), TestRiskScorer
+
+### Community 10 - "Community 10"
+Cohesion: 0.22
+Nodes (5): test_tone_always_in_valid_set(), TestToneSelector, Tone selector: pick gentle/firm/legal based on follow-up level + risk score., Default tone follows level sequence; high risk can escalate., select_tone()
+
+### Community 11 - "Community 11"
+Cohesion: 0.18
+Nodes (3): FusionFollowupRun, Audit record of one follow-up execution (per partner per level)., TestFusionFollowupRun
+
+### Community 12 - "Community 12"
+Cohesion: 0.2
+Nodes (6): _cron_daily_scan(), _cron_risk_refresh(), FusionFollowupCron, Cron handlers for fusion_accounting_followup.  Two scheduled jobs: - Daily scan:, Smoke tests for the fusion follow-up cron handlers., TestFollowupCron
+
+### Community 13 - "Community 13"
+Cohesion: 0.29
+Nodes (2): HttpCase tests for the 6 follow-up JSON-RPC endpoints., TestFollowupController
+
+### Community 14 - "Community 14"
+Cohesion: 0.2
+Nodes (3): Inherit res.partner: add follow-up state fields., ResPartner, TestResPartnerFollowup
+
+### Community 15 - "Community 15"
+Cohesion: 0.22
+Nodes (3): FusionBatchFollowupWizard, Batch send follow-ups to selected partners (or all overdue)., TestBatchFollowupWizard
+
+### Community 16 - "Community 16"
+Cohesion: 0.25
+Nodes (2): AI tool dispatch tests for fusion follow-up tools., TestFusionFollowupTools
+
+### Community 17 - "Community 17"
+Cohesion: 0.25
+Nodes (2): FollowupAdapter wiring tests — engine paths., TestFollowupAdapter
+
+### Community 18 - "Community 18"
+Cohesion: 0.38
+Nodes (4): _detect_local_llm(), Local LLM compat test for followup_text_generator.  Auto-detects LM Studio (:123, _server_reachable(), TestLocalLLMFollowupText
+
+### Community 19 - "Community 19"
+Cohesion: 0.67
+Nodes (2): AccountMoveLine, Inherit account.move.line: track last follow-up level.
+
+### Community 20 - "Community 20"
+Cohesion: 0.67
+Nodes (2): FusionFollowupLevel, Follow-up level definition (e.g. Reminder at 7 days, Warning at 30, Legal at 60)
+
+### Community 21 - "Community 21"
+Cohesion: 0.67
+Nodes (1): FollowupHistoryTable
+
+### Community 22 - "Community 22"
+Cohesion: 0.67
+Nodes (1): AgingBucketStrip
+
+### Community 23 - "Community 23"
+Cohesion: 1.0
+Nodes (1): RiskBadge
+
+### Community 24 - "Community 24"
+Cohesion: 1.0
+Nodes (1): PartnerCard
+
+### Community 25 - "Community 25"
+Cohesion: 1.0
+Nodes (1): AiTextPanel
+
+### Community 26 - "Community 26"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 27 - "Community 27"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 28 - "Community 28"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 29 - "Community 29"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 30 - "Community 30"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 31 - "Community 31"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 32 - "Community 32"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 33 - "Community 33"
+Cohesion: 1.0
+Nodes (1): Stable hash of the inputs that determine the generated text.
+
+### Community 34 - "Community 34"
+Cohesion: 1.0
+Nodes (1): Find a cached entry matching these inputs, or empty recordset.
+
+### Community 35 - "Community 35"
+Cohesion: 1.0
+Nodes (1): Scan every partner with overdue and send follow-ups when due.
+
+### Community 36 - "Community 36"
+Cohesion: 1.0
+Nodes (1): Refresh fusion_followup_risk_score on every partner with overdue.
+
+### Community 37 - "Community 37"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 38 - "Community 38"
+Cohesion: 1.0
+Nodes (0): 
+
+### Community 39 - "Community 39"
+Cohesion: 1.0
+Nodes (0): 
+
+## Knowledge Gaps
+- **58 isolated node(s):** `Property-based invariants for follow-up services.`, `AI tool dispatch tests for fusion follow-up tools.`, `Local LLM compat test for followup_text_generator.  Auto-detects LM Studio (:123`, `Verify follow-up tracking fields are added to account.move.line.`, `Both new fields are declared on account.move.line.` (+53 more)
+  These have ≤1 connection - possible missing edges or undocumented components.
+- **Thin community `Community 23`** (2 nodes): `RiskBadge`, `risk_badge.js`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 24`** (2 nodes): `PartnerCard`, `partner_card.js`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 25`** (2 nodes): `AiTextPanel`, `ai_text_panel.js`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 26`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 27`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 28`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 29`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 30`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 31`** (1 nodes): `__init__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 32`** (1 nodes): `__manifest__.py`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 33`** (1 nodes): `Stable hash of the inputs that determine the generated text.`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 34`** (1 nodes): `Find a cached entry matching these inputs, or empty recordset.`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 35`** (1 nodes): `Scan every partner with overdue and send follow-ups when due.`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 36`** (1 nodes): `Refresh fusion_followup_risk_score on every partner with overdue.`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 37`** (1 nodes): `followup_tours.js`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 38`** (1 nodes): `followup_dashboard_view.js`
+  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
+- **Thin community `Community 39`** (1 nodes): `__init__.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 `TestEngineBenchmarks` connect `Community 6` to `Community 2`?**
+  _High betweenness centrality (0.099) - this node is a cross-community bridge._
+- **Why does `send_followup_email()` connect `Community 0` to `Community 3`, `Community 6`, `Community 7`, `Community 10`, `Community 12`, `Community 15`?**
+  _High betweenness centrality (0.089) - this node is a cross-community bridge._
+- **Are the 14 inferred relationships involving `send_followup_email()` (e.g. with `.test_send_no_overdue_returns_no_action()` and `.test_send_followup_p95()`) actually correct?**
+  _`send_followup_email()` has 14 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 16 inferred relationships involving `compute_aging()` (e.g. with `test_buckets_sum_equals_total()` and `test_overdue_amount_excludes_current()`) actually correct?**
+  _`compute_aging()` has 16 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 18 inferred relationships involving `FollowupLevelSpec` (e.g. with `TestLevelResolver` and `FusionFollowupEngine`) actually correct?**
+  _`FollowupLevelSpec` has 18 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 9 inferred relationships involving `get_overdue_for_partner()` (e.g. with `.test_get_overdue_returns_dict()` and `.test_get_overdue_p95()`) actually correct?**
+  _`get_overdue_for_partner()` has 9 INFERRED edges - model-reasoned connections that need verification._
+- **What connects `Property-based invariants for follow-up services.`, `AI tool dispatch tests for fusion follow-up tools.`, `Local LLM compat test for followup_text_generator.  Auto-detects LM Studio (:123` to the rest of the system?**
+  _58 weakly-connected nodes found - possible documentation gaps or missing edges._

fusion_accounting_followup/graphify-out/cache/008096a3ffafbb4ebf4c9989e7c2ae076396a00d0fac433871cd909b5ad58800.json

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fusion_accounting_followup/graphify-out/cache/0659d452a88ef0534af84ff17665d32d44201fa8fdab7aa30aa3827e0d9d3dc8.json

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fusion_accounting_followup/graphify-out/cache/0e743e4ca4935d10b6afeb7fe4ff277f3328d0754d00cc1c56a00e19231c55a7.json

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fusion_accounting_followup/graphify-out/cache/237bd96604037108209125af71eb09ab56744f3b7e56157dc7f61d3eee8b35bb.json

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