changes
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@@ -6,19 +6,20 @@ An AI agent (Claude/GPT with tool-calling) embedded in Odoo 19 Enterprise Accoun
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## Architecture
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```
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fusion_accounting/
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├── models/ 7 models (6 new + 1 inherit on account.move)
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├── models/ 7 files (5 new models + 2 inherits: account.move, res.config.settings)
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├── services/
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│ ├── agent.py AI orchestrator (prompt assembly, tool dispatch loop)
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│ ├── adapters/ Claude + OpenAI adapters with native tool-calling
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│ ├── tools/ 85 tool functions across 11 domain files
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│ ├── tools/ 93 tool functions across 11 domain files
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│ ├── prompts/ System prompt builder + 12 domain-specific prompts
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│ └── scoring.py Confidence scoring + tier promotion logic
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├── controllers/ 8 JSON-RPC endpoints
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├── controllers/ 10 JSON-RPC endpoints
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├── wizards/ Rule creation wizard
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├── static/src/ OWL dashboard + chat panel + approval cards
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├── views/ List/form/search views, menus, settings
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├── security/ 3 groups (User/Manager/Admin), record rules, ACLs
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├── data/ 82 tool definitions, 2 default rules, 2 crons
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├── data/ 88 tool definitions, 2 default rules, 2 crons, 1 sequence
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├── tests/ API integration tests
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└── report/ Audit report QWeb template
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```
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@@ -26,24 +27,62 @@ fusion_accounting/
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### AI Provider Integration
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- Uses `fusion.api.service` (from fusion_api module) for API key resolution with fallback to `ir.config_parameter` — NO hard dependency on fusion_api
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- Claude adapter: native `tool_use` blocks, extended thinking enabled (8K budget) for 4.5+ models
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- Claude adapter: native `tool_use` blocks, extended thinking enabled (8K budget) for all Claude 4.x models
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- OpenAI adapter: Chat Completions API with o-series reasoning model support (`developer` role, `max_completion_tokens`, `reasoning_effort`)
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- API keys stored in `ir.config_parameter` with `fusion_accounting.` prefix
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- API key fields in Settings use `password="True"` widget — labels include "(Fusion AI)" suffix to avoid conflicts with other modules' key fields
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- **Provider pinning**: Sessions remember which provider was used. If the global provider changes mid-session, the session continues with its original provider to prevent cross-adapter message format contamination.
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### Tool Tiering
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- **Tier 1** (Free): Read-only, execute immediately — 60+ tools
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- **Tier 2** (Auto-approved): Low-risk writes, logged — ~10 tools
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- **Tier 3** (Requires approval): Financial writes, user must approve — ~15 tools
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- Auto-promotion: Tier 3 → Tier 2 at 95% accuracy over 30+ decisions (atomic SQL counters)
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- Auto-promotion: Tier 3 → Tier 2 at 95% accuracy over 30+ decisions (atomic SQL counters on `fusion.accounting.rule._record_decision`)
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- Tool descriptions include tier labels (e.g., `[Tier 3: Requires user approval]`) so the AI knows which tools need approval
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- When a Tier 3 tool is encountered during the chat loop, the loop short-circuits: a final text response is forced so the AI can present approval cards to the user
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### Tier 3 Approval Flow
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- When a Tier 3 action is approved/rejected, the session's `message_ids_json` is updated to replace the `pending_approval` placeholder with the actual tool result — this prevents dangling `tool_use` blocks that would cause API errors on the next chat turn
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- After approval, `scoring.check_promotions()` is called to check if any rules should be promoted
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### Menu Location
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- **Parent**: `accountant.menu_accounting` (NOT `account.menu_finance` — that's Community Edition only)
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- Enterprise uses `accountant.menu_accounting` (ID 1663) as the visible menu root
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- `account.menu_finance` (ID 180) exists but has NO visible children in Enterprise — it's the Community root
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### Session Persistence
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- Chat sessions stored in `fusion.accounting.session` with `message_ids_json` (JSON text field)
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- On page load, chat panel calls `/session/latest` to restore the most recent active session
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- Empty assistant messages (tool-call-only responses with no text) are filtered out by the controller
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- "New Chat" button closes current session and creates a fresh one
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- Session name (e.g., FAS/2026/00001) shown in the chat header
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- **Session ownership**: Controllers verify the current user owns the session (managers can access any session)
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### Rich Text Chat Output
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- AI responses are rendered as rich HTML, not plain text
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- Markdown-to-HTML conversion happens client-side in `chat_panel.js` via `mdToHtml()` function
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- HTML is injected via `innerHTML` on `onMounted` + `onPatched` (NOT via OWL's `markup()` / `t-out` — those proved unreliable in Odoo 19)
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- The `_renderRichMessages()` method finds `.fusion_rich_slot[data-idx]` divs and sets their innerHTML
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- Supported: headers (# through #####), **bold**, *italic*, `code`, tables, bullet/numbered lists, horizontal rules, [links](url)
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- System prompt instructs AI to use markdown formatting and include Odoo record links like `[INV/2026/00123](/odoo/accounting/123)`
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### Interactive Tables (fusion-table)
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- AI can return `fusion-table` fenced code blocks instead of Markdown tables for actionable results
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- `mdToHtml()` detects these blocks, extracts JSON, and renders `FusionInteractiveTable` OWL components via `mount()`
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- **Interactive mode**: checkbox column + data columns + AI Recommendation column (colour-coded badge) + Your Input column (text field per row) + bottom bulk action bar
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- **Read-only mode**: styled table, no inputs/actions
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- Actions: Apply Recommendations, Flag Selected, Create Rules, Dismiss Selected, Submit All Notes to AI
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- Action button clicks format a `[TABLE_ACTION]` structured message and send it back through the chat endpoint
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- The AI decides per-response whether to use interactive or Markdown tables based on whether the data is actionable
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- Used for: `find_missing_itc_bills`, `find_duplicate_bills`, `get_overdue_invoices`, `find_draft_entries`, `get_unreconciled_bank_lines`, etc.
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- NOT used for: `get_profit_loss`, `get_balance_sheet`, `get_trial_balance` (informational, read-only)
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- All styles use Odoo CSS variables — dark/light mode handled automatically
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### Dashboard Layout
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- Health cards row at top (6 cards: Bank Recon, AR, AP, HST, Audit Score, Month-End)
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- Below: side-by-side layout — "Needs Attention" panel (flex-grow) + Chat panel (720px fixed width)
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- Chat panel is 720px (80% larger than original 400px design)
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- Dashboard endpoint returns `needs_attention` and `recent_activity` JSON arrays alongside health card metrics
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## Odoo 19 Gotchas (Learned the Hard Way)
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@@ -57,6 +96,12 @@ fusion_accounting/
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- Components registered as client actions receive props: `action`, `actionId`, `updateActionState`, `className`
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- Must use `static props = ["*"]` (accept any) — NOT `static props = []` (accept none)
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### OWL Rich HTML Rendering
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- `markup()` from `@odoo/owl` + `t-out` is UNRELIABLE in Odoo 19 for rendering HTML in OWL components
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- Use `onMounted` + `onPatched` hooks to find DOM elements and set `innerHTML` directly
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- Pattern: render a placeholder `<div class="slot" t-att-data-idx="index"/>`, then in the hook find it and set `.innerHTML`
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- Always use BOTH `onMounted` AND `onPatched` — `onPatched` alone misses the first render
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### Cron Safe Eval
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- NO `import` statements (forbidden opcode `IMPORT_NAME`)
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- `datetime` module available as `datetime` (use `datetime.datetime.now()`, `datetime.timedelta()`)
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@@ -65,14 +110,20 @@ fusion_accounting/
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### read_group Deprecated
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- `read_group()` is deprecated in Odoo 19 — use `_read_group()` instead
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- Still works but throws DeprecationWarning
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- Dashboard `accounting_dashboard.py` still uses `read_group()` — migrate to `_read_group()` when the new API is stable
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### Config Parameter Values
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- When changing a Selection field's options, the stored DB value in `ir_config_parameter` must match one of the new options or Settings page will crash with `ValueError: Wrong value`
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- Fix: UPDATE the value in DB after changing selection options
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- Fix: UPDATE the value in DB after changing selection options:
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```sql
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UPDATE ir_config_parameter SET value = 'new_value' WHERE key = 'fusion_accounting.field_name';
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```
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### Field Label Conflicts
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- Odoo warns if two fields on the same model have the same `string` label
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- Our `display_name_field` conflicted with built-in `display_name` — renamed string to "Tool Label"
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- API key fields use "(Fusion AI)" suffix to avoid label conflicts with other modules
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- Tool model uses `domain` (not `domain_name`) and `parameters_schema` (not `parameters`) as field names
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### Group Assignment
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- `implied_ids` on groups only applies to NEWLY added users, not existing ones
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@@ -85,28 +136,36 @@ fusion_accounting/
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ON CONFLICT DO NOTHING;
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```
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### TransientModel in Controllers
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- Use `.new({...})` NOT `.create({...})` for TransientModels in controller endpoints
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- `.create()` writes a DB row on every request; `.new()` is in-memory only
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- Dashboard controller uses `.new()` to compute health metrics without DB writes
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## Server Details
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- **Server**: odoo-westin (192.168.1.40, SSH via `ssh odoo-westin`)
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- **Container**: odoo-dev-app (Odoo), odoo-dev-db (PostgreSQL)
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- **Database**: westin-v19
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- **Module path**: `/mnt/extra-addons/fusion_accounting/`
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- **Python deps**: anthropic (v0.88.0), openai (v2.30.0) — installed with `--break-system-packages`
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- **URL**: erp.westinhealthcare.ca
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## Deployment Commands
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```bash
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# Deploy module to server
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# Full deploy cycle (clean + copy + upgrade + restart)
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ssh odoo-westin "docker exec -u 0 odoo-dev-app rm -rf /mnt/extra-addons/fusion_accounting"
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scp -r "K:\Github\Odoo-Modules\fusion_accounting" odoo-westin:/tmp/fusion_accounting
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ssh odoo-westin "docker cp /tmp/fusion_accounting odoo-dev-app:/mnt/extra-addons/fusion_accounting && rm -rf /tmp/fusion_accounting"
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# Upgrade module (use alt port to avoid conflict with running instance)
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ssh odoo-westin "docker exec odoo-dev-app odoo -d westin-v19 -u fusion_accounting --stop-after-init --http-port=8099 -c /etc/odoo/odoo.conf"
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# Restart container
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ssh odoo-westin "docker restart odoo-dev-app"
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# Check logs
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ssh odoo-westin "docker logs odoo-dev-app --tail 100"
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# Quick DB queries
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ssh odoo-westin "docker exec odoo-dev-db psql -U odoo -d westin-v19 -t -c \"<SQL>\""
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# Check module state
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ssh odoo-westin "docker exec odoo-dev-db psql -U odoo -d westin-v19 -t -c \"SELECT name, state, latest_version FROM ir_module_module WHERE name = 'fusion_accounting';\""
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```
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## Security Groups
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@@ -118,19 +177,37 @@ ssh odoo-westin "docker logs odoo-dev-app --tail 100"
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Auto-assigned: `account.group_account_user` → User, `account.group_account_manager` → Admin
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## Models
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| Model | Type | Purpose |
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## Controller Endpoints
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| Route | Auth | Purpose |
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|---|---|---|
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| `fusion.accounting.session` | Model | Chat sessions with message JSON storage |
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| `fusion.accounting.match.history` | Model | Every AI tool call + decision (approved/rejected/pending) |
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| `fusion.accounting.rule` | Model | Fusion Rules engine with versioning and auto-promotion |
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| `fusion.accounting.tool` | Model | Tool registry (82 tools seeded from XML) |
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| `fusion.accounting.dashboard` | TransientModel | Computed health metrics (use `.new()` not `.create()`) |
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| `fusion.accounting.agent` | AbstractModel | AI orchestrator |
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| `fusion.accounting.adapter.claude` | AbstractModel | Claude tool-calling adapter |
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| `fusion.accounting.adapter.openai` | AbstractModel | OpenAI tool-calling adapter |
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| `fusion.accounting.scoring` | AbstractModel | Confidence scoring |
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| `account.move` (inherit) | Model | Post-action audit hook |
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| `/fusion_accounting/session/create` | user | Create new chat session |
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| `/fusion_accounting/session/close` | user (ownership check) | Close active session |
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| `/fusion_accounting/session/latest` | user (own sessions only) | Load most recent active session + messages |
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| `/fusion_accounting/session/history` | user (ownership check, managers see all) | Load specific session messages |
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| `/fusion_accounting/chat` | user (ownership check) | Send message, get AI response |
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| `/fusion_accounting/approve` | user + manager group check | Approve single Tier 3 action |
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| `/fusion_accounting/reject` | user + manager group check | Reject single Tier 3 action |
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| `/fusion_accounting/approve_all` | user + manager group check | Batch approve multiple actions |
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| `/fusion_accounting/reject_all` | user + manager group check | Batch reject multiple actions |
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| `/fusion_accounting/dashboard/data` | user | Get dashboard health card metrics + needs_attention + recent_activity |
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Note: Approve/reject endpoints use `auth='user'` at the decorator level with an imperative `has_group()` check inside the handler (Odoo has no built-in `auth='manager'`).
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## Models
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| Model | Type | Location | Purpose |
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|---|---|---|---|
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| `fusion.accounting.session` | Model | models/ | Chat sessions with message JSON storage |
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| `fusion.accounting.match.history` | Model | models/ | Every AI tool call + decision (approved/rejected/pending) |
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| `fusion.accounting.rule` | Model | models/ | Fusion Rules engine with versioning and auto-promotion |
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| `fusion.accounting.tool` | Model | models/ | Tool registry (82 tools seeded from XML) |
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| `fusion.accounting.dashboard` | TransientModel | models/ | Computed health metrics (use `.new()` not `.create()`) |
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| `res.config.settings` (inherit) | TransientModel | models/ | Settings page (API keys, thresholds, toggles) |
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| `account.move` (inherit) | Model | models/ | Post-action audit hook |
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| `fusion.accounting.agent` | AbstractModel | services/ | AI orchestrator |
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| `fusion.accounting.adapter.claude` | AbstractModel | services/ | Claude tool-calling adapter |
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| `fusion.accounting.adapter.openai` | AbstractModel | services/ | OpenAI tool-calling adapter |
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| `fusion.accounting.scoring` | AbstractModel | services/ | Confidence scoring |
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| `fusion.accounting.rule.wizard` | TransientModel | wizards/ | Quick-create rule from chat suggestion |
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## AI Models Available
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**Claude** (default: claude-sonnet-4-6):
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@@ -146,9 +223,26 @@ Auto-assigned: `account.group_account_user` → User, `account.group_account_man
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- NO hardcoded colours — use CSS variables (`var(--o-border-color)`, `var(--bs-body-color-rgb)`) and Bootstrap utility classes
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- Must work in both light and dark mode
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- Box shadows: use `rgba(var(--bs-body-color-rgb), 0.1)` not `rgba(0,0,0,0.1)`
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- AI messages use `var(--o-view-background-color)` background + `var(--o-border-color)` border
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- Links use `var(--o-action-color)` for theme awareness
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### HST Filing Workflow (4-Phase AI-Driven)
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- Phase 1: AI runs all HST reports (tax report, missing ITCs, compliance audit, HST balance)
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- Phase 2: AI sweeps ALL bank accounts for unreconciled expense payments
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- Phase 3: Per-line processing — check for existing bills, check history for coding patterns, ask about HST, create bills, register payments
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- Phase 4: Re-run reports to verify updated HST position
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- New tools added: `search_partners` (Tier 1), `find_similar_bank_lines` (Tier 1), `get_bank_line_details` (Tier 1), `create_vendor_bill` (Tier 3), `register_bill_payment` (Tier 3), `create_expense_entry` (Tier 3)
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- Two paths for recording expenses: (a) formal vendor bill + payment, or (b) direct GL entry in MISC journal with optional HST split
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- The `create_expense_entry` tool posts directly to the Miscellaneous Operations journal — debit expense + debit HST ITC (2006) + credit bank
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- Domain prompt (`hst_management` in domain_prompts.py) includes bank journal IDs and the full 4-phase workflow instructions
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## Known Issues / Future Work
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- `read_group()` deprecation warnings — migrate to `_read_group()` when format is documented
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- `verify_source_deductions`, `generate_t4`, `generate_roe` are stubs pointing to fusion_payroll (by design — Phase 2)
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- `account.return` model used in HST tools may not exist in all Odoo 19 setups — needs try/except guard
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- `read_group()` deprecation warnings in `accounting_dashboard.py` — migrate to `_read_group()` when the new API format is stable
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- `generate_t4`, `generate_roe` are stubs pointing to fusion_payroll (by design — Phase 2)
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- `get_payroll_schedule`, `verify_source_deductions`, `verify_payroll_deductions` are stubs (Phase 2 — fusion_payroll integration)
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- `answer_financial_question` is a stub (returns message to use other tools instead)
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- Batch approval "Approve All" / "Reject All" buttons are in the chat panel but not yet in the match history list view
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- "Needs Attention" panel shows placeholder text in the dashboard — the data is computed and returned by the API but the frontend rendering needs to be connected
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- Consider switching OpenAI adapter from Chat Completions API to Responses API for better tool handling with newer models
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- `o1` model does not support tool calling — no guard in place (o3/o4-mini do support it)
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- Multi-company record rule missing on `fusion.accounting.session` — add if multi-company usage is needed
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Reference in New Issue
Block a user