Narcooo/inkos

Story Creation AI Agent for novel, scripts, translation, interactive games, and IP content

What it solves

InkOS is an AI Agent system designed to solve the complexities of long-form storytelling and multi-language translation. It addresses common AI writing issues such as narrative inconsistency, "AI-flavored" prose, loss of plot threads (foreshadowing), and the difficulty of maintaining a coherent world state over hundreds of chapters.

How it works

InkOS uses a "pi-agent harness" that separates high-level AI reasoning from deterministic tool execution. It employs a multi-agent pipeline for chapter production: a Planner defines the intent, a Composer compiles the necessary context, a Writer generates the text, an Observer extracts facts, and a Continuity Auditor checks for contradictions against a structured memory system.

To maintain consistency, it uses a three-layer memory architecture: structured JSON states for authoritative data, Markdown projections for human readability, and a SQLite-based temporal memory database for efficient retrieval of historical facts and plot points.

Who it’s for

  • Novelists and Screenwriters: Authors writing long-form series, scripts, or interactive stories who need an AI partner to manage world-building and continuity.
  • Content Creators: Those producing IP content, fan fiction, or short stories with consistent style and character arcs.
  • Game Designers: Creators of interactive films or open-world narrative experiences.
  • Translators: Professionals handling long-form text translation across multiple languages.

Highlights

  • Multi-Agent Pipeline: A rigorous "Plan $\rightarrow$ Compose $\rightarrow$ Write $\rightarrow$ Audit $\rightarrow$ Revise" workflow to ensure quality.
  • Continuity Auditing: Checks drafts across 37 dimensions, including character memory, resource consistency, and plot-hole detection.
  • Anti-AI Prose: Built-in rules and a specific anti-detect revision mode to reduce repetitive LLM patterns and "AI flavor."
  • InkOS Play: A system for creating open-world interactive narratives with dynamic world states, HUDs, and automated imagery.
  • Style Mimicry: Ability to analyze reference texts to extract statistical fingerprints and inject that specific style into new writing.
  • Structured Memory: Uses Zod-validated JSON deltas and SQLite to prevent "hallucinated" state changes in long stories.

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