Full Draft Writer
An autonomous agent that researches your library and the web, plans an outline, drafts section by section, and inserts real citations as it writes.
The Full Draft Writer is an autonomous, long-running agent that takes a document from a topic to a cited draft. It researches, plans an outline, and writes the body section by section, inserting real citations as it goes. It works for papers, essays, lab reports, literature reviews, and long-form articles.
What it does
Give it a topic and a target length and it produces a structured draft grounded in your project’s library and, where you allow it, the open web. Every claim is anchored to a source — nothing is fabricated. You watch the outline land first, then the sections fill in live in the editor.
How to run it
Open the Full Draft Writer
Start it from the Agents panel on the document you want to write into.Set the brief
Give it a topic, a target length, and any structure you already have in mind. Point it at the part of your library it should draw on.Watch it work
It plans an outline, then drafts each section in order, streaming the text into your document with citations as it writes.
Start from what you have
The more relevant sources are in your library before you run it, the stronger and better-cited the draft. Use Sources Hub first to fill obvious gaps.How it works
The agent runs a research-to-draft pipeline:
- Research — it retrieves relevant material from your library (and the web, if enabled) for the topic and each section.
- Plan — it proposes an outline so the structure is set before any prose is written.
- Draft — it writes section by section, using the retrieved evidence rather than generic filler.
- Cite — it inserts in-text citations tied to real sources as it writes, which you can later confirm with Claim Check.
Steering and checkpoints
A long run shouldn’t be a black box. While it works you can steer it — nudge the direction, or ask it to redo a specific heading — and its progress is checkpointed, so a run survives interruptions and you can pick back up rather than starting over.
Figures and tables
When a section calls for a figure or table, the agent can produce real, numbered ones and reference them in the prose (“as Figure 2 shows”), rather than leaving a vague placeholder. The result reads like a real draft, not an outline with gaps.