Story Causal Engine

Forge epic narratives with deterministic causal reasoning — detect every plot hole, align every timeline, and let no logical gap slip through your world-building. A second-perspective engine that audits stories like a detective reviews evidence.

Install

openclaw skills install @nohn3043-arch/story-engine-for-creator

Story Causal Engine

A deterministic narrative architecture tool for epic novels, game scripts, and screenplays — providing full-pipeline logic validation and generation from outline to final draft.

Trigger Scenarios

Automatically activates when users ask about:

  • Novel, screenplay, or game narrative architecture design
  • World-building generation and consistency validation
  • Plot logic hole detection and repair
  • Character behavior consistency auditing
  • Multi-thread narrative timeline alignment
  • Pacing optimization and scene detail completion

Core Capabilities

Second-Perspective Causal Reasoning Core

  • Natural-language outlines auto-converted into auditable causal chains
  • Automatic plot logic hole detection with repair suggestions
  • Full-chain character behavior consistency validation
  • Multi-thread narrative timeline auto-alignment

World-Building & Validation

  • Rule-based fictional world auto-generation
  • Setting conflict auto-auditing
  • Power system balance validation
  • Historical timeline self-consistency verification

Story Generation & Rendering

  • Multilingual story bridging and localization
  • Scene detail auto-completion
  • Dialogue style consistency preservation
  • Narrative pacing auto-optimization

Usage

python
from scripts.story_engine import UltimateCausalNovelEngine
engine = UltimateCausalNovelEngine()
engine.load_worldview("path/to/your/worldview.md")
engine.parse_outline("path/to/your/outline.md")
audit_result = engine.audit_logic()
print(audit_result)
full_story = engine.generate_full_story()

Typical Scenarios

  1. Epic Novel Creation: Million-word world-building validation, plot deduction, and logic auditing
  2. Game Script Development: Multi-branch narrative consistency checks and ending plausibility
  3. Screenplay Writing: Pacing optimization and character logic validation
  4. IP Derivative Works: Ensuring spin-off consistency with original world and characters

Technical Highlights

  • No black-box probability: all results traceable through complete causal chains
  • Audit trail: every modification and decision leaves a verifiable record
  • Fully local: no network required, all data stays on your machine
  • Zero learning curve: natural language input, no markup required

License

Personal non-commercial research use only. Commercial use requires written authorization.