zmzhace/SeedWorld

What it solves

SeedWorld addresses the common failures of AI-assisted long-form novel writing, such as characters forgetting previous events, characters knowing secrets they shouldn't, plot drift, and the "checklist" feel of multi-agent writing. It prevents the world state from becoming corrupted by failed drafts or inconsistent AI hallucinations by treating the story as a traceable production chain.

How it works

The system operates on a "one tick, one chapter" cycle where nothing is official until it passes a rigorous review process. It uses a Fact Ledger (SQLite) as the single source of truth, separating objective world facts from what specific characters believe and what the reader knows.

The workflow follows a strict sequence:

1. Compilation: Extracts entities and rules from source materials.
2. Story Engine: Defines the narrative loop and conflict constraints.
3. Micro-Story Contract: Locks in the specific goals, obstacles, and stakes for the next chapter.
4. Multi-Agent Screenwriting: Different agents (Script, Character Advocate, Reader/Causality Editor) debate the scene logic.
5. Single Writer: A dedicated writer agent converts the approved scene chain into a cohesive chapter.
6. Triple Review: The chapter is vetted for literary quality, reader understanding, and state evidence before an Atomic Publish updates the world ledger.

Who it’s for

Authors and writers of long-form fiction who want to use AI to maintain strict narrative consistency, manage complex world-building, and ensure character-driven plots without losing control of the story arc.

Highlights

• Cognitive Boundary Separation: Distinguishes between objective truth, character belief, and reader knowledge to enable secrets and misunderstandings.
• Atomic Publishing: Ensures the world state only updates if the chapter is successfully published, allowing for easy recovery from failed drafts.
• Dynamic Ontology: Allows the creation of any genre or setting by dynamically generating entities and rules rather than using fixed templates.
• Rigorous Review Gate: Employs a three-stage review process to prevent plot holes and "watery" AI prose.