Use descriptive names

Choose variable, method, class, and parameter names that clearly communicate their purpose and avoid ambiguity. Names should be self-documenting and specific rather than generic or vague.

Key principles:

• Be specific about purpose: Use max_parse_retries instead of adapter_retry_count, or should_document_method instead of is_documented_method
• Avoid generic names: Replace vague names like InputField or enumerate_fields with descriptive ones like UserProfile or get_field_description_string
• Use meaningful variable names: Instead of confusing names like input_opt_right and input_opt_left, use clear names like input1 and input2 with explanatory comments
• Be consistent across functions: If using train_method in one function, use it consistently rather than switching to method elsewhere

Example:

# Poor naming - vague and confusing
def enumerate_fields(fields: dict) -> str:
    adapter_retry_count = 0
    input_opt_right = "test"
    
# Better naming - descriptive and clear  
def get_field_description_string(fields: dict) -> str:
    max_parse_retries = 0
    user_input = "test"

This approach makes code more maintainable and reduces the cognitive load for other developers reading your code.