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Full Writing Agent

Drafted with you, not for you

The Full Writing Agent expands your outline into structured drafts — but it is effort-locked, and every paragraph is labeled as Student-Authored, AI-Assisted, or Quoted.

What it does

Built for the way research actually happens

The Full Writing Agent takes your outline, your notes, and your sources and produces a structured draft section by section. It is effort-locked: it never writes a chapter from a single prompt. Instead, it expands your bullet points into coherent paragraphs, suggests transitions, and proposes supporting citations from your Source Library — but you approve every citation before it lands in the text.

Each paragraph carries a contribution label. The Effort Balance Index updates in real time, showing what percentage of the chapter is Student-Authored vs AI-Assisted vs Quoted. This is the mechanism that keeps your voice at the center of the writing, even when the AI is doing heavy lifting on prose.

How it works

Three steps, every time

  1. 01

    Pick a section

    Choose the chapter or section you want to draft from your outline.

  2. 02

    Approve expansions

    The agent expands your bullets into paragraphs; you approve, edit, or reject each one.

  3. 03

    Watch the effort index

    The Effort Balance Index updates live, showing your contribution vs AI assistance.

Why it matters

What this gives you

  • Effort-locked — no one-click chapter generation, ever
  • Per-paragraph contribution labels (Student, AI-Assisted, Quoted)
  • Live Effort Balance Index per chapter
  • You approve every citation before it lands in the text
Related

Pairs well with

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