narrative-write

Automate narrative content creation by selecting one of four pipelines—derived, new, revise, or cascade—to orchestrate drafting, interviewing, and finalization with editor and interviewer agents. The system unifies these workflows under quality gates to ensure consistent output across blogs, articles, and chapters.

QTSP quality gates are structured evaluation checkpoints applied during the editing cycle to ensure consistent, high-quality narrative output. They guide agent-assisted drafting and interviewing to surface real material and close narrative gaps before finalization.

To start a new draft, provide a topic_id or item_id and choose a pipeline. The system loads context from content.json, guides the drafting or editing process, and surfaces improvements driven by the quality gates.

Yes, you can revise existing blog posts using the revise pipeline. The workflow applies quality gates and uses an interviewer agent to identify and fill narrative gaps before finalizing the content.

Yes, the cascade pipeline supports chain edits across multiple chapters or articles. It orchestrates sequential revisions to maintain narrative consistency and quality across a series of content.

The best way to load existing context is by providing a valid topic_id or item_id. The system automatically retrieves the necessary contextual data from content.json to guide the drafting and interviewing process.