from duck_core.experience.recorder import ExperienceRecorder, ExperienceRecord
from duck_core.model_client import ModelClient


class Reflection:
    def __init__(self, model_client: ModelClient, recorder: ExperienceRecorder):
        self.model_client = model_client
        self.recorder = recorder

    async def reflect(self, task_id: str, transcript: str) -> ExperienceRecord:
        response = await self.model_client.chat(
            "critic",
            [
                {
                    "role": "user",
                    "content": (
                        "Reflect on this DuckLM task. Cover outcome, waste, JSON/tool issues, "
                        f"and reusable lesson.\n\n{transcript}"
                    ),
                }
            ],
        )
        return await self.recorder.record(
            task_id=task_id,
            summary=response.content[:500],
            result="unknown",
            reusable_lesson=response.content,
            confidence=0.5,
        )