direct_generation_prompt: Continue the next chapter using scoped reader-state diff only. User state: high agency demand, low patience for delayed payoff, trust recovering after a fast-paced chapter. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.

anti_scope: unrelated quiet scenes

chapter_plan: Open with a visible consequence of the last feedback-relevant event.

chapter_plan: Satisfy the highest-confidence created expectation before adding new exposition.

chapter_plan: Preserve story-world continuity and keep the update scoped to the current reader/session.

generated_excerpt: She did not explain the old rule again. Instead, she tested it in front of everyone: one choice, one cost, one visible change in how the room breathed around her. The scene moved forward, but the narration kept a small unresolved image so the next chapter still had a hook.


direct_generation_prompt: Continue the next chapter using scoped reader-state diff only. User state: enjoys layered lore, accepts slower pacing if emotional payoff is visible. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.


direct_generation_prompt: Continue the next chapter using scoped reader-state diff only. User state: sensitive to continuity risk; wants any power upgrade foreshadowed and bounded. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.


direct_generation_prompt: Continue the next chapter using scoped reader-state diff only. User state: wants subtext and relational consequence, not sudden direct confession. Do not create K candidates and do not rerank; write one state-conditioned plan and excerpt.

anti_scope: global genre preference