"""Create fact_checker
Generated by Phi-Octopus Eden
2025-11-07 02:17:06.932103
"""

```python
from typing import List, Dict, Any
from collections import defaultdict

class FactChecker:
    """
    A class to check the validity of facts based on a given set of rules.
    
    Attributes:
        rules: A list of dictionaries containing rule conditions and corresponding actions.
        
    Methods:
        __init__(self, rules: List[Dict[str, Any]]): Initializes the FactChecker with given rules.
        check_facts(self, facts: Dict[str, Any]) -> bool: Checks if the provided facts satisfy any rule.
    """
    
    def __init__(self, rules: List[Dict[str, Any]]) -> None:
        self.rules = rules
    
    def check_facts(self, facts: Dict[str, Any]) -> bool:
        for rule in self.rules:
            conditions = rule.get("conditions", {})
            action = rule["action"]
            
            # Check if all conditions are met
            is_valid = True
            for key, value in conditions.items():
                if facts.get(key) != value:
                    is_valid = False
                    break
            
            if is_valid:
                return action()
        
        return False

# Example usage
def action_example() -> bool:
    print("Action triggered based on fact checker rules.")
    return True

rules = [
    {"conditions": {"temperature": "high", "humidity": "low"}, "action": action_example},
    {"conditions": {"temperature": "normal", "humidity": "high"}, "action": lambda: print("Normal conditions detected.")}
]

fact_checker = FactChecker(rules)
facts_high_temp_low_humidity = {"temperature": "high", "humidity": "low"}
facts_normal_conditions = {"temperature": "normal", "humidity": "high"}

print(fact_checker.check_facts(facts_high_temp_low_humidity))  # True and executes action_example
print(fact_checker.check_facts(facts_normal_conditions))      # Prints "Normal conditions detected." and returns False
```