feat:

1. 建立问题库大纲，对应每个人生阶段槽位
2. 鼓励使用更生活化的交流语言共情与总结
3. 降低评审模型可能发生截断的概率
4. 成稿质量维度强化情感表达和上下文连贯性

api/tests/test_memoir_pipeline_optimization.py

@@ -24,6 +24,7 @@ from app.agents.state_schema import MemoirStateSchema
 # Phase1 batch path defaults
 # ---------------------------------------------------------------------------
 
+
 def test_phase1_batch_enabled_by_default() -> None:
     """memoir_phase1_batch_llm_enabled should default to True after optimization."""
     from app.core.config import Settings
@@ -43,6 +44,7 @@ def test_quality_pass_enabled_by_default() -> None:
 # Phase1 orchestrator selects batch path when available
 # ---------------------------------------------------------------------------
 
+
 def test_orchestrator_tries_batch_first(monkeypatch: pytest.MonkeyPatch) -> None:
     """When batch LLM is enabled and LLM is available, batch path should be attempted."""
     monkeypatch.setattr(
@@ -136,6 +138,7 @@ def test_orchestrator_fallback_to_sequential(monkeypatch: pytest.MonkeyPatch) ->
 # Memory enrichment decoupled from ingest
 # ---------------------------------------------------------------------------
 
+
 def test_ingest_transcript_sync_no_longer_calls_enrichment_inline() -> None:
     """After decoupling, ingest_transcript_sync should NOT import enrichment inline."""
     import inspect
@@ -150,6 +153,7 @@ def test_ingest_transcript_sync_no_longer_calls_enrichment_inline() -> None:
 # Post-commit unified fan-out
 # ---------------------------------------------------------------------------
 
+
 def test_post_commit_result_includes_quality_pass() -> None:
     """PostCommitResult should have quality_pass_scheduled field."""
     from app.features.story.post_commit import PostCommitResult
@@ -173,6 +177,7 @@ def test_post_commit_signature_accepts_quality_pass() -> None:
 # resolve_append_target
 # ---------------------------------------------------------------------------
 
+
 def test_resolve_append_target_forced_new_on_overflow() -> None:
     """When canonical exceeds limit, should force new story."""
     from app.features.memoir.story_pipeline_sync import _resolve_append_target
@@ -208,15 +213,19 @@ def test_resolve_append_target_forced_new_on_overflow() -> None:
 # _run_post_pipeline_commit helper
 # ---------------------------------------------------------------------------
 
+
 def test_run_post_pipeline_commit_calls_post_commit() -> None:
     """Shared helper should call enqueue_story_post_commit_effects."""
     from app.tasks.memoir_tasks import _run_post_pipeline_commit
 
-    with patch(
-        "app.features.story.post_commit.enqueue_story_post_commit_effects"
-    ) as mock_pc, patch(
-        "app.features.memoir.memoir_images.settings.MemoirImageSettings"
-    ) as mock_img:
+    with (
+        patch(
+            "app.features.story.post_commit.enqueue_story_post_commit_effects"
+        ) as mock_pc,
+        patch(
+            "app.features.memoir.memoir_images.settings.MemoirImageSettings"
+        ) as mock_img,
+    ):
         mock_pc.return_value = MagicMock(
             enqueued_story_image_count=0,
             enqueued_chapter_recompose_count=0,