Private Beta · Spring 2026

AI that remembers
your world.

Author's Workshop is a desktop writing environment for novelists. A growing index of your characters, lore, and prose feeds every prompt — so the AI drafts in your voice, with your canon, on your machine.

Join the beta → See how it works Local-first · BYO API key
Author's Workshop · Chapter 01
Author's Workshop — Chapter 1 open in the editor with the Co-Director agent giving feedback
01The Problem

Generic AI writing tools forget your novel between paragraphs.

Author's Workshop builds a living World Bucket — characters, settings, factions, lore, voice guides — and threads it into every Forge generation, every Pipeline step, every chat. The AI stops inventing. It starts remembering.

02The World Bucket

The AI reads your world before it writes.

The World Bucket is a living index of everything you've built. Characters with full histories. Settings with texture and rules. Factions with motives. Voice guides that capture your prose style. Toggle which files are active, or set keyword triggers and let the app pull them in automatically. Author's Workshop threads the right context into every Forge prompt, every Pipeline step, every chat. The AI stops guessing. It starts knowing.

CHARACTERS

Full profiles — background, voice, relationships, physical description. Every agent reads them before drafting.

SETTINGS

Geography, atmosphere, rules of the world. Grounds every scene in the same physical reality.

FACTIONS & LORE

Motives, hierarchy, history, mythology. The AI knows who's at war with whom before it writes a single line of dialogue.

VOICE GUIDES

Prose style, tone, rhythm references. The difference between output that sounds like you and output that sounds like everyone.

FREE FORM

Anything your world needs that doesn't fit a template — magic systems, timelines, glossaries, research notes.

World Bucket · Astaria
▾ CHARACTERS
Bob Ashford423 w
Elizabeth Ashford198 w
▾ VOICE GUIDES
Writing Tone Guide1.2k w
Voice Bible Quick Ref2.2k w
▾ FACTIONS & LORE
Thieves Guild512 w
Iron Crown675 w
The Ashford Vow195 w
5 files active · ~2,340 tokens context limit: 8k
03Five pillars

A complete writing environment, not a chat sidebar.

Author's Workshop is built around five interlocking surfaces. Each one is grounded in your World Bucket and configurable down to the agent prompt.

⌘ FORGE

Build a world the AI can read.

Five builders — Character, Setting, Faction, Lore, Free Form — with Quick prompts, Guided forms, and an Update mode that keeps existing files in sync as your story evolves. Per-field generation, version history on every field, and a Forge Assistant that asks before it invents.

Character Setting Faction Lore
Quick
DESCRIBE WHAT YOU WANT TO CREATE
A disgraced knight in his 40s who secretly works as an informant for the thieves guild while maintaining the appearance of loyalty to the crown.
Bob Ashford Voice Bible Astaria Iron Crown
+ Generate
⌘ PIPELINE

Multi-agent runs you stay in charge of.

Chain agents — Director, Imagine, Write, Reviewer, Polish — into named, savable layouts. Step through one stage at a time. Approve, edit, retry with Executive Director Notes, route to a different agent, or swap models per step. Compare any two drafts side by side.

RunnerChapterChapter 01
✓ Scribe Director Writer 1st Pass Reviewer Revision
Director
**CAST:**
Bob Ashford (POV) · Elizabeth Ashford
**ARC:**
Starts with Bob's habitual stoic discomfort and morning routine denial of pain. Lands on small, grounded affection…
**KEY BEATS:**
1. First light in the small kitchen above the tailoring shop…
Approve & Next Send Notes & Retry Skip
Send to Editor
⌘ EDITOR

Write with your manuscript loaded as context.

Auto-saving full editor with version history, Find & Replace, fullscreen mode, Audit (AI vs human score), Grammar with brick-level diffs, Auto-Write that streams into your cursor, and a Transform palette for selection-level rewrites.

+ NewSaveFindVersionsManuscriptAuditGrammarAuto Words
CHAPTER 01
The first grey light seeped through the shutters, carrying the damp chill of the Tangle's morning air. Bob Ashford sat on the low stool by the hearth, tunic already laced, tabard bearing the Iron Crown's faded sigil draped across his shoulders.
The smell of fresh bread cut through the woodsmoke. Elizabeth had the loaf on the table, knife moving in steady strokes.
"Still playing the hero with that limp?" her voice came dry, blade pausing on the cheese.
Co-Director ▾
How does chapter 1 feel?
Solid opener — sets the grounded tone and Bob's POV without a lot of people…
⌘ AGENTS

Agents you can read, edit, and rewrite.

Every agent is a prompt file you own. Edit them in Settings, version them, generate new ones from a description, isolate them per project. System agents (Grammar, Auto-Write, Transform) live in their own section so you know exactly what breaks if you change them.

All Calls Pipeline Runs Errors
AUDITopenrouter/anthropic/claude-sonnet-4-6
▶ 3 messages
CO-DIRECTORx-ai/grok-4-fast
▶ 3 messages
IMAGINEx-ai/grok-4-fast
▶ 3 messages
PIPELINE WRITERanthropic/claude-sonnet-4-6
▶ 3 messages
REVIEWERopenai/gpt-5
▶ 3 messages
⌘ IMPORT

Already have a manuscript? Bring it.

Paste a chapter, a worldbuilding doc, or an entire draft. An importer agent reads it and proposes World Bucket entries — characters, settings, factions, lore — already typed and categorized. Review the list, tweak any entry, save the ones you want.

Built for writers who don't start from zero.

Import results — 10 entries proposed, each with type and category, ready to review
04The workflow

From blank world to drafted chapter.

Four moves. Each one feeds the next. Click a step to jump in.

01 Build the World Bucket Drop in notes, paste old drafts, or import an existing manuscript and let the agent extract characters, settings, and lore for you.
02 Forge canon-aware drafts Describe what you want; the AI honors loaded guides, family trees, voice bibles, and lore.
03 Run a Pipeline Multi-agent chain with step-by-step approval, per-step model overrides, and full diff history.
04 Edit alongside agents Auto-Write, Grammar check, Transform, and Insights that read your whole world.
05Bring your own AI

Your keys. Your models. Your machine.

Author's Workshop is OpenAI-compatible and Anthropic-native. Plug in any number of providers — Anthropic, OpenAI, Groq, Mistral, OpenRouter, Together AI, LM Studio, llama.cpp, or anything that speaks the protocol. Override the model per pipeline step. Run entirely local if you want to.

⚙ API PROVIDERS · 3 configured
Anthropic claude-sonnet-4-6 edit
Ollama (Local) llama3.1:70b · 128k ctx edit
OpenRouter 24 models · auto-route edit
+ Add provider  ·  OpenAI-compatible · Anthropic
  • Local-first by design

    Files live on your disk as plain markdown. Nothing leaves your machine unless you point it at a remote provider. Full Backup & Project Package exports keep you portable.

  • Per-step model overrides

    Run Director on Claude Opus, Imagine on Mistral, Write on a local 70B. Cost-track every token; switch models on a session without touching globals.

  • Fully editable agents

    Every agent is a prompt file. Read them, fork them, generate new ones from a description, version them. Nothing about the AI's behavior is a black box.

  • Project isolation

    Every novel gets its own World Bucket, agents, pipeline layouts, and history. Switch projects from the top bar — nothing bleeds between them.

06The fine print, in your favor

Built for novelists who read the manual.

A short list of the things you'd expect from a tool you actually live in.

01

Auto-save

1.5s after you stop typing. Every save is a version snapshot.

02

World Bucket Import

Paste a doc, drop a folder, or auto-structure raw notes into world files.

03

AI Smart Merge

Conflicting world files merge with a streaming preview before you commit.

04

Manuscript split

Paste a full novel, auto-detect chapter headings, review before saving.

05

Manuscript export

Select your chapters and export the full manuscript as plain text.

06

Audit

Stream an AI-vs-Human estimate per chapter, with an honest disclaimer.

07

Grammar check

Only changed lines surface, with word-level red/green highlighting.

08

Auto-Write

Inline streaming directly into the cursor; one-key stop.

09

Transform

Select text, run any rewrite agent, accept or retry.

10

Pinned messages

Pin any chat turn to keep it permanently in context.

11

Cost meter

Live token + dollar tracking, per file, per source, per session.

12

More on the way

Shipping based on closed beta feedback.

JOIN THE BETA

Bring your novel. Bring your keys.

Private beta opens this spring. Join the Discord to get install instructions the moment doors open — and talk shop with other writers building their worlds.

Join the Discord →
Free during beta · No card · Windows · Linux · macOS