intelligence/email_intel.py

from __future__ import annotations

from typing import List

from shield.email_intel import get_email_intelligence
from shield.models.evidence import Evidence


async def collect_email_evidence(email: str | None) -> List[Evidence]:
    if not email:
        return []
    result = await get_email_intelligence(email)
    score = int(result.get("score", 0))
    reasons = result.get("reasons", [])
    if not score or not isinstance(reasons, list):
        return []
    return [
        Evidence(
            source="email_intelligence",
            category="identity_risk",
            risk_score=score,
            weight=0.7,
            confidence=0.82,
            explanation=str(reason),
        )
        for reason in reasons[:5]
    ]