General
odoo-orm-expert - Claude MCP Skill
Master Odoo ORM patterns: search, browse, create, write, domain filters, computed fields, and performance-safe query techniques.
SEO Guide: Enhance your AI agent with the odoo-orm-expert tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to master odoo orm patterns: search, browse, create, write, domain filters, computed fields, and perfor... Download and configure this skill to unlock new capabilities for your AI workflow.
Documentation
SKILL.md# Odoo ORM Expert
## Overview
This skill teaches you Odoo's Object Relational Mapper (ORM) in depth. It covers reading/writing records, building domain filters, working with relational fields, and avoiding common performance pitfalls like N+1 queries.
## When to Use This Skill
- Writing `search()`, `browse()`, `create()`, `write()`, or `unlink()` calls.
- Building complex domain filters for views or server actions.
- Implementing computed, stored, and related fields.
- Debugging slow queries or optimizing bulk operations.
## How It Works
1. **Activate**: Mention `@odoo-orm-expert` and describe what data operation you need.
2. **Get Code**: Receive correct, idiomatic Odoo ORM code with explanations.
3. **Optimize**: Ask for performance review on existing ORM code.
## Examples
### Example 1: Search with Domain Filters
```python
# Find all confirmed sale orders for a specific customer, created this year
import datetime
start_of_year = datetime.date.today().replace(month=1, day=1).strftime('%Y-%m-%d')
orders = self.env['sale.order'].search([
('partner_id', '=', partner_id),
('state', '=', 'sale'),
('date_order', '>=', start_of_year),
], order='date_order desc', limit=50)
# Note: pass dates as 'YYYY-MM-DD' strings in domains,
# NOT as fields.Date objects — the ORM serializes them correctly.
```
### Example 2: Computed Field
```python
total_order_count = fields.Integer(
string='Total Orders',
compute='_compute_total_order_count',
store=True
)
@api.depends('sale_order_ids')
def _compute_total_order_count(self):
for record in self:
record.total_order_count = len(record.sale_order_ids)
```
### Example 3: Safe Bulk Write (avoid N+1)
```python
# ✅ GOOD: One query for all records
partners = self.env['res.partner'].search([('country_id', '=', False)])
partners.write({'country_id': self.env.ref('base.us').id})
# ❌ BAD: Triggers a separate query per record
for partner in partners:
partner.country_id = self.env.ref('base.us').id
```
## Best Practices
- ✅ **Do:** Use `mapped()`, `filtered()`, and `sorted()` on recordsets instead of Python loops.
- ✅ **Do:** Use `sudo()` sparingly and only when you understand the security implications.
- ✅ **Do:** Prefer `search_count()` over `len(search(...))` when you only need a count.
- ✅ **Do:** Use `with_context(...)` to pass context values cleanly rather than modifying `self.env.context` directly.
- ❌ **Don't:** Call `search()` inside a loop — this is the #1 Odoo performance killer.
- ❌ **Don't:** Use raw SQL unless absolutely necessary; use ORM for all standard operations.
- ❌ **Don't:** Pass Python `datetime`/`date` objects directly into domain tuples — always stringify them as `'YYYY-MM-DD'`.
## Limitations
- Does not cover **`cr.execute()` raw SQL** patterns in depth — use the Odoo performance tuner skill for SQL-level optimization.
- **Stored computed fields** can cause significant write overhead at scale; this skill does not cover partitioning strategies.
- Does not cover **transient models** (`models.TransientModel`) or wizard patterns.
- ORM behavior can differ slightly between Odoo SaaS and On-Premise due to config overrides.Signals
Information
- Repository
- arlenagreer/claude_configuration_docs
- Author
- arlenagreer
- Last Sync
- 5/10/2026
- Repo Updated
- 5/7/2026
- Created
- 4/10/2026
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