# Supporting dataclasses and logic
@dataclass
class Intent:
topic: str
content_type: Optional[str] = None
tone: Optional[str] = None
tool: Optional[str] = None
specs: Optional[dict] = None
requires_web_access: bool = False
query: Optional[str] = None

@staticmethod
def from_natural_language(text: str) -> "Intent":
# Pseudocode placeholder for NLP intent classification
# You'd use an LLM or classifier here
...

# External tool interface (stubbed)
def search(query: str) -> list:
# Returns dummy web search results
return ["result1", "result2"]