"""AI Red Team Agent。"""

from app.services.llm_client import LLMClient


async def run_red_team(company_context: str, perspective: str = "competitor") -> dict:
    """AI Red Team 对抗分析 — 魔鬼代言人/竞争对手视角/悲观投资人视角。"""
    llm = LLMClient()
    prompt = f"""请以 {perspective} 视角对以下企业进行对抗分析：

{company_context[:5000]}

以 JSON 格式返回：
{{"analysis": "对抗分析内容", "vulnerabilities": [{{"area": "领域", "vulnerability": "漏洞", "severity": "high/medium/low"}}], "counterarguments": [{{"claim": "企业主张", "counter": "反驳论点"}}]}}"""
    result = await llm.chat(prompt, temperature=0.6)
    return result if isinstance(result, dict) else {}