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+
+---
+
+### **Core Syntax Specification**
+
+#### 1. **Basic Column Access**
+```python
+@{column}  # Current table's column value
+```
+**Examples:**  
+- `@project_name` - Current project's name  
+- `@budget` - Current record's budget value  
+
+---
+
+#### 2. **Direct Relationship Access**
+```python
+@{table}.{column}        # Direct parent/child single record
+@{table}.{column}[0]     # First record in one-to-many
+```
+**Examples:**  
+- `@author.name` - Name of directly linked author  
+- `@order_items.quantity[0]` - Quantity from first order item  
+
+---
+
+#### 3. **Collection Operations**
+```python
+@{table}.{column}.list   # All values from relationship
+@{table}.{column}.all    # All values from table
+```
+**Examples:**  
+- `@products.price.list` - List of prices from linked products  
+- `@customers.email.all` - All customer emails in table  
+
+---
+
+#### 4. **Deep Relationship Navigation**
+```python
+@{target_table}.{column}       # Column from any linked table (automatically resolves path)
+@{target_table}.{column}[n]    # Indexed access to a specific row in a one-to-many relationship
+```
+**Examples:**  
+- `@customer.address` - Customer address (resolves through any path, e.g., `order → customer`)  
+- `@products[2].sku` - Third product's SKU (resolves through any path, e.g., `order → products`)  
+
+---
+
+#### 5. **SQL Integration**
+```python
+@sql.@{column}(query)          # Custom SQL for a specific column
+@sql.@{table}.{column}(query)  # Custom SQL for a linked table's column
+@sql(query)                    # Raw SQL execution
+```
+**Examples:**  
+- `@sql.@budget("SELECT AVG(budget) FROM current_table")`  
+- `@sql.@products.price("SELECT MAX(price) FROM {linked_products}")`  
+- `@sql("SELECT COUNT(*) FROM archived_orders")`  
+
+---
+
+### **Key Changes and Clarifications**
+
+1. **Deep Relationship Navigation**  
+   - Only the **target table name** is specified.  
+   - The system **automatically resolves the path** using the relationships defined in `table_definition_links`.  
+   - Example:  
+     ```python
+     @customer.address  # Resolves through any path (e.g., order → customer)
+     @products[0].sku   # Resolves through any path (e.g., order → products)
+     ```
+
+2. **Indexed Access**  
+   - Use `[n]` to access a specific row in a one-to-many relationship.  
+   - Example:  
+     ```python
+     @products[2].price  # Price of the third linked product
+     ```
+
+3. **Collection Operations**  
+   - `.list` and `.all` are used to differentiate between:  
+     - **Relationship-specific collections** (`.list`)  
+     - **Entire table collections** (`.all`)  
+
+4. **SQL Integration**  
+   - Allows custom SQL for specific columns or tables.  
+   - Ensures SQL queries are scoped to the current context.  
+
+---
+
+### **Examples**
+
+#### Basic Column Access
+```python
+@project_name  # "Project Alpha"
+@budget        # "10000"
+```
+
+#### Direct Relationship Access
+```python
+@author.name           # "John Doe"
+@order_items[0].price  # "49.99"
+```
+
+#### Collection Operations
+```python
+@products.price.list  # ["49.99", "99.99", "149.99"]
+@customers.email.all  # ["john@example.com", "jane@example.com"]
+```
+
+#### Deep Relationship Navigation
+```python
+@customer.address  # "123 Main St" (resolves through order → customer)
+@products[1].sku   # "SKU12345" (resolves through order → products)
+```
+
+#### SQL Integration
+```python
+@sql.@budget("SELECT AVG(budget) FROM current_table")  # "7500"
+@sql.@products.price("SELECT MAX(price) FROM {linked_products}")  # "149.99"
+@sql("SELECT COUNT(*) FROM archived_orders")  # "42"
+```
+
+---
+