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
Core Capabilities
Section editing
Rewrite one section under your own instruction, at a fifth the cost of a full polish.
Draft comparison
Read any two versions against each other, line by line.
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
Reuse drafts as a starting point
Modify existing drafts instead of generating new ones to maintain consistency.
Refine instead of regenerate
Refine instead of regenerate
Use section-level updates to improve quality incrementally.
Maintain clean final states
Maintain clean final states
Keep finalized drafts separate from working drafts to avoid confusion.
Editing a Section
Open a draft in the editor and pick a section from Edit a section. The rewrite keeps the surrounding document as context, so voice, heading level, and transitions carry over. Add an instruction to direct the change — “tighten this”, “drop the second example”, “make the opening concrete”. Left blank, the section is rewritten as-is.
A section edit is charged only when it returns content. A rewrite that fails, is cut off at the token limit, or is declined by the model is not billed.
Comparing Drafts
Every generation, save, polish, and rollback records a version. Compare on any library item reads two of them against each other: added and removed lines, the word-count delta, and a similarity score. The similarity score is the one to watch after a whole-document polish. A result above 95% means the rewrite returned nearly what it was given, which is worth knowing before you spend another five credits on it.The Content Library is optimized for continuity. Generation is the starting point. Management is where production happens.