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evotraders/tuner/werewolves/structured_model.py
2026-01-16 17:25:49 +08:00

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3.0 KiB
Python

# -*- coding: utf-8 -*-
# flake8: noqa: E501
"""The structured output models used in the werewolf game."""
from typing import Literal
from pydantic import BaseModel, Field
from agentscope.agent import AgentBase
class DiscussionModel(BaseModel):
"""The output format for discussion."""
reach_agreement: bool = Field(
description="Whether you have reached an agreement or not",
)
class PublicDiscussionModel(BaseModel):
"""The output format for public discussion with private reasoning.
This model separates private reasoning from public statements to prevent
accidental information leakage (e.g., werewolves revealing their identity).
"""
reasoning: str = Field(
description=(
"Your PRIVATE reasoning and analysis. This will NOT be shown to "
"other players. You can freely think about your strategy, analyze "
"other players' behaviors, and plan your next move here. "
"If you are a werewolf, you can think about how to hide your identity. "
"If you are a villager, you can analyze who might be the werewolf."
),
)
statement: str = Field(
description=(
"Your PUBLIC statement to all players. This WILL be visible to everyone. "
"Be careful not to reveal sensitive information (e.g., your true role if "
"you are a werewolf). "
"Your statement should be strategic and help your team win."
),
)
def get_vote_model(agents: list[AgentBase]) -> type[BaseModel]:
"""Get the vote model by player names."""
class VoteModel(BaseModel):
"""The vote output format."""
vote: Literal[tuple(_.name for _ in agents)] = Field( # type: ignore
description="The name of the player you want to vote for",
)
return VoteModel
class WitchResurrectModel(BaseModel):
"""The output format for witch resurrect action."""
resurrect: bool = Field(
description="Whether you want to resurrect the player",
)
def get_poison_model(agents: list[AgentBase]) -> type[BaseModel]:
"""Get the poison model by player names."""
class WitchPoisonModel(BaseModel):
"""The output format for witch poison action."""
poison: bool = Field(
description="Do you want to use the poison potion",
)
name: Literal[ # type: ignore
tuple(_.name for _ in agents)
] | None = Field(
description="The name of the player you want to poison, if you "
"don't want to poison anyone, just leave it empty",
default=None,
)
return WitchPoisonModel
def get_seer_model(agents: list[AgentBase]) -> type[BaseModel]:
"""Get the seer model by player names."""
class SeerModel(BaseModel):
"""The output format for seer action."""
name: Literal[tuple(_.name for _ in agents)] = Field( # type: ignore
description="The name of the player you want to check",
)
return SeerModel