# utils/classify.py
def classify_task(task: str) -> dict:
    """
    Clasifica la tarea del usuario para ayudar al routing / delegación
    Retorna un diccionario con flags booleanos
    """
    text = task.lower()
    
    return {
        "image": any(w in text for w in [
            "imagen", "image", "foto", "picture", "dibuj", "genera una imagen",
            "crea una imagen", "ilustra", "gato", "perro", "cat", "dog"
        ]),
        "excel": any(w in text for w in [
            "excel", "xlsx", "planilla", "hoja de calculo", "spreadsheet",
            "registrar", "tabla de", "plantilla de"
        ]),
        "word": any(w in text for w in [
            "informe", "reporte", "documento word", "docx", "redacta un informe",
            "escribe un informe", "escribe un reporte"
        ]),
        "analysis": any(w in text for w in [
            "analiza", "evalua", "viabilidad", "riesgo", "revisar", "analisis"
        ]),
        "backend": any(w in text for w in [
            "python", "script", "groovy", "jenkins", "api", "backend",
            "fastapi", "flask", "devops", "pipeline", ".py"
        ]),
        "frontend": any(w in text for w in [
            "html", "css", "frontend", "web page", "página web",
            "interfaz web", "formulario"
        ]),
        "fullstack": "full stack" in text or "fullstack" in text or (
            any(w in text for w in ["app completa", "aplicación completa"]) and
            any(w in text for w in ["python", "html", "web"])
        )
    }