Continuity: The Book's Memory
Facts are extracted from your chapters into structured records with fact types, entity labels, confidence percentages, and source passages. Proposed facts promote to canonical with one click. Conflicts become cards. Nothing is ever silently resolved.
Why this is hard
Long manuscripts have problems that short documents do not.
In a long manuscript, you forget what you established in chapter 3 by the time you write chapter 17. Characters change names, timelines contradict themselves, facts drift, and promises to the reader go unfulfilled.
A 300-page book contains hundreds of facts, dozens of characters, multiple timelines, and numerous promises. No human can hold all of that in working memory while drafting a new chapter. Most tools do not even try. They generate text without any awareness of what the book already established.
After you approve a chapter, Inkloom extracts structured facts with fact types (character trait, relationship, event, world rule, definition, claim), entity labels, confidence percentages, and the exact source passage from the chapter. Each fact has a status: proposed, canonical, superseded, or conflicting. Proposed facts promote to canonical with one click. Canonical facts show a lock icon. Conflict detection runs two passes: deterministic (same entity, opposing polarity or numeric disagreement) and semantic (LLM comparison against canonical facts). Conflicts become cards showing both statements, their source chapters, why they conflict, and suggested resolutions.
You promote proposed facts to canonical. You pick the canonical version of any conflict or mark the difference as intentional. Nothing is ever silently resolved. You track open loops, key terms, reader promises, pain points, characters, world rules, and timeline events in one hub.
What other Inkloom features interact with it
Canon
Canon is the set of facts your book has established as true. Proposed facts become canonical when you approve them. Canonical facts are binding on future generation. Superseded facts are preserved for history.
Context Trace
Every AI-made version in a chapter's History carries a Trace button. One click shows exactly what Inkloom knew when it created that version: the model, the prompt template and its version, the timestamp, and every context item with whether it was always included or retrieved by relevance.
Character Tracking
For fiction, Inkloom tracks characters, motivations, knowledge states, relationships, world rules, timeline events, reveals, motifs, and point of view. Each character can have up to 8 reference images for visual consistency across generated covers and illustrations. Character rename propagates across the entire project.
Open Loops
Track open loops, questions, and unresolved threads across the manuscript. Know what you set up and what you still need to pay off. The system reminds you before a loop is forgotten.
Chapter Editor
A real rich-text manuscript editor with autosave, full version history, focus mode, find and replace, VS Code-style keyboard shortcuts, a context menu with AI actions, and section-level operations. AI proposals arrive as side-by-side diffs. Your text is never overwritten.
Relevant educational articles
What Is Book Continuity?
Book continuity is the consistency of facts, events, character states, timelines, and promises across an entire manuscript. It is what makes a book feel like one coherent work instead of a collection of chapters.
How to Maintain Continuity in a Novel
Maintaining continuity in a novel requires tracking character knowledge, timeline events, world rules, and open threads across hundreds of pages. Here is how to do it without losing your mind.
Character Continuity: Keeping Track of Who Knows What
Character continuity is the hardest part of writing a long novel. Characters learn things, forget things, change relationships, and accumulate history. Here is how to keep it all straight.
How to Prevent Plot Contradictions
Plot contradictions happen when a later chapter conflicts with something an earlier chapter established. They erode reader trust. Here is how to catch them before publication, not after.
Continuity in Nonfiction: Promises, Claims, and Concepts
Continuity in nonfiction is about keeping promises to the reader, tracking claims and their evidence, and ensuring concepts are introduced before they are used. Here is how to maintain it across a long manuscript.
Voice Pass
Find formulaic patterns. Accept or reject each proposed change.
Give your manuscript a memory.
See how Inkloom maintains continuity across an entire manuscript, from first chapter to last.
Your book is bigger than a prompt.
Give it a memory.
Inkloom helps you plan, write, remember, check, polish, typeset, cover, and publish a coherent book from one integrated local-first environment.
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