novel-sync

To sync completed novel chapters to a knowledge graph, this workflow scans approved chapter content, updates past.md and memory trackers, then rebuilds the knowledge graph index to align entity data with the latest writing.

Tracking novel writing progress and foreshadowing states is handled by updating long-term threads and chapter-level sync trackers, linking past.md memory files with current chapter summaries to preserve narrative history.

Updating memory files and CLAUDE.md progress after chapter approval requires executing the sync workflow, which automatically pushes verified chapter summaries and titles into the designated memory management files.

Yes, the chapter synchronization workflow enforces human review and safety boundaries, requiring explicit human confirmation before updating any memory files or rebuilding the knowledge graph to prevent premature changes.

No, you cannot use this knowledge graph sync to automatically update future planning documents; the workflow actively avoids speculative updates to future planning, strictly focusing on completed and approved chapter artifacts.

Novel-sync rebuilds the knowledge graph while preserving history by scanning newly approved chapter artifacts, extracting updated entity data, and refreshing the index without overwriting the established past.md memory records.