This is a preview build with placeholder responses --
wire it up to your own backend to go live.
Stage 01 / Research agent
Build the knowledge base
Feed the agent your source material. It reads, extracts, and
organizes -- it does not write the article. The output is a one-page
report the writing stage will use as context.
Stage 02 / Publication generator
Turn research into a draft
The research report becomes context. The system prompt controls
voice, audience, and structure -- treat this output as a first pass,
not a final.
Stage 03 / Human editing
Review every section
Nothing is final until you say so. Edit directly, or ask the agent
to regenerate a single section without touching the rest.
Stage 04 / Image generation
Illustrate the piece
Generated separately from the text. Replace any image with your own
photograph at any time.
or
no image yet
or
no image yet
Stage 05 / PDF generation
Publish the issue
Fills a predefined LaTeX template with the final edited text and
chosen images.
Publication
--
Title
--
Sections
Abstract, main article, highlighted quote, interesting facts