Content Management

Store, organize, edit, and move generated content through a structured workflow.

The Content Library is the primary workspace for saved generated content.

Every draft that completes generation enters the library, where it can be reviewed, edited, organized, and prepared for export or publishing.

Library Overview

Draft Storage

All generated content is persisted and accessible.

Editing

Refine drafts without re-running generation.

Organization

Manage content across workflows and use cases.

Content Lifecycle

1. Generation completes

   The draft is created through the pipeline and returned to the workspace.

2. Review and validate

   Check structure, tone, and content accuracy.

3. Edit or regenerate sections

   Improve specific parts without restarting the full workflow.

4. Save to library

   Persist the draft for reuse, export, or publishing.

5. Export or publish

   Move content to external systems or publishing flows.

Content State Model

State	Description
Draft	Generated but not finalized
Edited	Modified after generation
Final	Approved for external use
Published	Delivered or distributed

Core Capabilities

Section regeneration

Update specific sections while preserving the rest of the document.

Inline editing

Modify content directly inside the saved draft.

Persistent storage

Maintain a reliable history of generated work.

Workflow continuity

Resume work without rebuilding context.

Working with Existing Content

Reuse drafts as a starting point

Modify existing drafts instead of generating new ones to maintain consistency.

Refine instead of regenerate

Use section-level updates to improve quality incrementally.

Maintain clean final states

Keep finalized drafts separate from working drafts to avoid confusion.

The Content Library is optimized for continuity. Generation is the starting point. Management is where production happens.