Inspiration

As avid readers and writers of web fiction, we noticed a common struggle among creators: maintaining consistency over long-running stories. Authors frequently hit writer's block, run out of creative energy for daily updates, or suffer from "lore memory loss"—accidentally contradicting earlier world-building, character stats, or plot points. We wanted to build a co-pilot that acts as a second brain for writers, keeping every outline, character card, and plot branch perfectly aligned.

What it does

InkScape is a full-process AI collaborative writing tool designed specifically for web fiction creators. It bridges the gap between high-level world-building and prose generation:

  • Outline & Lore Management: Maintains dynamic settings, character cards, and power-scaling systems to prevent plot holes and inconsistencies.
  • Smart Writing Assistant: Helps expand brief plot notes into vivid prose, brainstorming alternative plot twists, or polishing tone on the fly.
  • Context-Aware Memory: Keeps track of long-form narrative arcs so authors never lose track of foreshadowed events or character details.

How we built it

  • Frontend: Built a clean, distraction-free Markdown/Rich Text editing interface optimized for quick navigation between world-building cards and manuscript drafts.
  • Backend & AI Pipeline: Integrated large language models customized with structured prompt frameworks to manage long-term context, character state tracking, and dynamic plot simulation.

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