Atlas

Editorial agent · v1

Publish books, series, and research—written by a transparent agent pipeline.

Atlas is a content operations cockpit for long-form publishing. Configure a brief, watch the agents research, plan, draft, review, and revise—then approve chapters before they ship. Built for editors who need rigor, not just output.

What you get

A grounded, reviewable manuscript—not a single prompt response.

  • Series outline with chapter architecture
  • Per-chapter drafts in clean Markdown
  • Reviewer score and lint findings
  • Improvement pass with revision history
  • Asset and source plan per section
  • Approval record with reviewer comments

Built for serious publishing

One pipeline. Four formats. Consistent editorial standards.

Books & long-form series

Outline 10–14 chapters, draft each as a publish-ready Markdown manuscript, and keep them coherent across the whole arc.

Reports & whitepapers

Produce structured reports with grounded citations, sectioned analysis, and exportable artifacts ready for distribution.

Research papers

Coordinate research, drafting, review, and revision cycles with explicit memory of past feedback and reusable skills.

Technical blog series

Build well-researched, source-backed posts with code examples, diagrams, and editorial review gates.

How it works

From topic to publish-ready manuscript in eight observable stages.

Each stage produces inspectable artifacts. You can pause, branch, or reroute the pipeline at any gate.

  1. 01

    Research

    Grounded sources gathered for the topic.

  2. 02

    Series Plan

    Architecture and table of contents drafted.

  3. 03

    Draft

    Each chapter written with examples and structure.

  4. 04

    Review

    Automated quality, lint, and skill-adherence checks.

  5. 05

    Improve

    Reviewer feedback applied; revisions issued.

  6. 06

    Assets

    Source list, visuals, and code blocks finalised.

  7. 07

    Approval

    Human reviewer decides go/no-go.

  8. 08

    Publish

    Manuscripts ready for distribution.

Operating principles

Designed for editors who care about rigor.

Visible work, not magic.

Every research note, draft, review report, and revision is captured as an inspectable artifact you can audit.

Human in the loop, by design.

Approvals are a release gate. Reviewers can request changes, leave comments, or block publishing.

Memory that compounds.

Editorial feedback distills into reusable skills that future runs follow — your style improves over time.

Production by default.

Three run modes (dev, review, production) gate the pipeline so the right work happens at the right stage.

Ready to compose

Brief the agents, approve the work, ship the manuscript.