Method _llm_decide

examples/ahp_agent_monitors_agent.py:120–134

查询 LLM 并解析 JSON 响应

(self, prompt: str)

        log(f"AHP Server Agent 已就绪 (config={config}, skills={skill_dir})")

    def _llm_decide(self, prompt: str) -> Dict[str, Any]:
        """查询 LLM 并解析 JSON 响应"""
        self._ensure_session()
        try:
            result = self.session.send(prompt)
            text = result.text.strip()
            start = text.find("{")
            end = text.rfind("}") + 1
            if start >= 0 and end > start:
                return json.loads(text[start:end])
            log(f"响应中未找到 JSON: {text[:100]}")
        except Exception as e:
            log(f"LLM 错误: {e}")
        # 解析失败时的保守回退
        return {"action": "continue", "reason": "分析失败，默认允许"}

    def _handle_pre_tool_use(self, payload: Dict[str, Any], depth: int) -> Dict[str, Any]:
        tool = payload.get("tool", "unknown")