Hey everyone,
Like most of you, I live in Cursor for engineering. But a while back, I realized that managing a 50k+ word manuscript or world-building wiki has the exact same problems as managing a large codebase: context fragmentation, continuity bugs (hallucinations), and the need for a reliable “source of truth.”
So I built Buckram Studio. It essentially treats your writing like a codebase and turns Cursor into the ultimate Markdown-based IDE for authors and world-builders.
How it works under the hood:
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Local-First Context: No cloud locking. It parses your project folder to build a strict “Story Bible” directly in Markdown.
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No-Hallucination Guardrails: It feeds context into Cursor’s composer/chat deterministically, acting like custom project rules so the AI actually remembers your character arcs, lore, and world constraints without burning your context window.
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Zero-friction workflow: Keep using your favorite themes, Git version control for your chapters, and Composer to refactor whole plot lines.
It’s live on Open-VSX. Would love to get some feedback from fellow devs who also write on the side, or anyone looking to see how far we can stretch Cursor’s agentic capabilities outside of standard TS/Python codebases.