state-machine-markdown-helper

A state-machine workflow maintains structured academic writing by enforcing paragraph-by-paragraph generation with strict context isolation, preventing context pollution and hallucinations during long drafting sessions.

A state-machine workflow for academic paper writing is a controlled, sequential process that enforces paragraph-by-paragraph generation, strict citation management, and adherence to the CoPaper GUI structure to maximize writing quality.

To write markdown research papers paragraph by paragraph using RAG, provide the paper structure and relevant literature context to a state-machine helper, which sequentially generates high-fidelity paragraphs with strict citation management.

Yes, the CoPaper GUI structure supports strict citation management for markdown content by enforcing a sequential state-machine workflow that isolates context for each paragraph, ensuring accurate citations in computer science research papers.

The limitation of using context isolation for paragraph-by-paragraph writing is that it requires the user to explicitly provide the paper structure and relevant literature context beforehand, making it unsuitable for spontaneous or unstructured drafting.