feat: 添加观点传播系统

- 新增 Stance 数据结构 (optimism/fear)
- 情绪影响 stance (happy→乐观, anxious→恐惧)
- 实现 apply_social_influence 社交影响函数
- 确定性随机选择接触对象
- 单次变化限制 ±0.1

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
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2025-12-30 10:50:46 +08:00
parent af279bedd9
commit 554d37fd4c
6 changed files with 245 additions and 4 deletions

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@@ -229,3 +229,69 @@ def test_opinion_cleared_when_no_effect(client):
# 无世界事件时opinion 应为 None
for agent_id, agent in data["world_state"]["agents"].items():
assert agent["opinion"] is None
def test_stance_exists_in_agent(client):
"""测试 agent 包含 stance 字段"""
resp = client.post("/step", json={"events": []})
data = resp.json()
for agent_id, agent in data["world_state"]["agents"].items():
assert "stance" in agent
assert "optimism" in agent["stance"]
assert "fear" in agent["stance"]
assert 0.0 <= agent["stance"]["optimism"] <= 1.0
assert 0.0 <= agent["stance"]["fear"] <= 1.0
def test_stance_changes_on_world_event(client):
"""测试世界事件触发时 stance 变化"""
# 记录初始 stance
resp1 = client.post("/step", json={"events": []})
initial_stances = {
aid: agent["stance"].copy()
for aid, agent in resp1.json()["world_state"]["agents"].items()
}
# 触发世界事件
events = [
{"type": "chaos", "text": f"chaos{i}", "user": "test", "ts": i}
for i in range(20)
]
resp2 = client.post("/step", json={"events": events})
data = resp2.json()
# 验证事件触发
assert data["global_event"]["triggered"] is True
# stance 应该有变化(由于情绪和社交影响)
for aid, agent in data["world_state"]["agents"].items():
# stance 值仍在有效范围内
assert 0.0 <= agent["stance"]["optimism"] <= 1.0
assert 0.0 <= agent["stance"]["fear"] <= 1.0
def test_social_influence_deterministic(client):
"""测试社交影响是确定性的(同输入同输出)"""
events = [{"type": "comment", "text": "hello", "user": "test", "ts": 1}]
# 第一次执行
save_state(get_default_state())
resp1 = client.post("/step", json={"events": events})
stances1 = {
aid: agent["stance"]
for aid, agent in resp1.json()["world_state"]["agents"].items()
}
# 重置并再次执行
save_state(get_default_state())
resp2 = client.post("/step", json={"events": events})
stances2 = {
aid: agent["stance"]
for aid, agent in resp2.json()["world_state"]["agents"].items()
}
# 结果应该相同
for aid in stances1:
assert stances1[aid]["optimism"] == stances2[aid]["optimism"]
assert stances1[aid]["fear"] == stances2[aid]["fear"]