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kumulativ smartwriter

A creative midwife for writers. qwen3.5 9b · on-device

smartwriter · runs on your machine

Say what you want to write.
Then be asked about it.

Four levels of intent — piece, chapter, paragraph, sentence — and a midwife panel that works at whichever one you choose. Sources you add are read once and cited, never invented.

The page, the chapter list, and the midwife panel at paragraph level.
The page, the chapter list, and the midwife panel at paragraph level.

In short

Say what you want to write — for the whole piece, for a chapter, for the paragraph in front of you, for one sentence — and be questioned, given directions, read back against your own intent, or handed a draft you can take or leave. By a model running on your own machine.

01 Write

One measure of serif text.
A page that is exactly what you typed.

A rich-text editor with the shortcuts everyone already has. Chapters in a list on the left. Everything saves on a pause in typing, and exports as Word, PDF or Markdown with real styles.

  • Intent marks A paragraph with an intent carries a dot in the margin; a sentence with one is underlined faintly. Paint, not markup.
  • Export Title, Heading 1, Quote and List Paragraph styles in the Word file; Source Serif 4 with page numbers in the PDF.

02 The midwife

Ask me. Suggest. Read back.
Draft. Rephrase.

With a level chosen and an intent stated, five things can be asked — and a free question about whatever is in focus. Every conversation is kept against its focus, so a paragraph revisited a week later still has its history.

  • Read back What is already working, quoted, and exactly where the text parts company with the intent.
  • Draft In your own voice as it shows on the page — insert it, or copy it, or leave it.
  • Manner Gentle, direct or rigorous is a setting. What she knows is the same either way.

03 Sources

Bring what you have read.
She cites it, and never invents it.

Add PDFs, EPUBs, Word files or plain text to a piece. Each is read once, summarised section by section, and the passages that bear on a paragraph are found by lexical retrieval from what you wrote and what you said you wanted.

  • Named She is told to name the source she draws on.
  • Right of way A question you ask cuts the summarising short; it resumes after.

Screens

What it looks like.

Light and dark, following the system. The screenshots are the app itself, not renderings.

The page, the chapter list, and the midwife panel at paragraph level.
The page, the chapter list, and the midwife panel at paragraph level.
A read-back: what works, quoted, and the one change that would matter most.
A read-back: what works, quoted, and the one change that would matter most.
The brief — the premise, the reader, the register, what it should leave behind.
The brief — the premise, the reader, the register, what it should leave behind.
Sources, each summarised once and retrieved by the paragraph in focus.
Sources, each summarised once and retrieved by the paragraph in focus.

Try it

The interface, in your browser.

The demo is the real interface with a sample piece and canned streamed answers in place of the model. Everything you do in it stays in this tab and is gone when you close it.

smartwriter — demo Open full screen ↗

Under the hood

On your machine. Only on your machine.

model

Qwen3.5 9B, Q4_K_M — the 4B on machines the 9B would not fit. Shared with smartreader and smartdiary.

context

16K window, so a chapter of five thousand words goes in whole with the intents, an outline and the sources beside it.

retrieval

BM25 over paragraph-sized chunks of your sources. Lexical on purpose: exact, instant, explainable when it misses.

storage

Pieces, sources and every conversation, written through a temp file and a rename; a trailing debounce, flushed when the window goes away.

How it works

From download to first answer in minutes.

  1. 01

    Install

    Download the .dmg or the Windows installer.

  2. 02

    First run

    The engine and the weights are fetched once into the shared store — a machine with smartreader already has both.

  3. 03

    Brief

    Say what the piece is for. Or start writing and say it later.

  4. 04

    Ask

    Put the caret in a paragraph and ask to be read back.

Download

Take it home.

Free. No account, no telemetry. The model is not in the installer — the app fetches it once, into the store every kumulativ app shares.