Jobber/docs-site/versioned_docs/version-1.0.0/features/ghostwriter.md

id, title, description, sidebar_position

id	title	description	sidebar_position
ghostwriter	Ghostwriter	Context-aware per-job AI chat assistant behavior and API surface.	2

Ghostwriter is the per-job AI chat assistant in JobOps.

What it is for

Ghostwriter uses:

• Current job description and metadata
• Reduced profile snapshot
• Global writing style settings

Typical use cases:

• Role-specific answer drafting
• Cover letter and outreach drafts
• Interview prep tied to the JD
• Rephrasing with tone constraints

Where it appears

• Available from job details in discovered and ready
• Right-side drawer UX
• One persistent conversation per job

Writing style settings impact

Global settings affecting generations:

• Tone
• Formality
• Constraints
• Do-not-use terms

Defaults:

• Tone: professional
• Formality: medium
• Constraints: empty
• Do-not-use terms: empty

Context and safety model

• Job snapshot is truncated to fit prompt budget.
• Profile snapshot includes relevant slices only.
• System prompt enforces read-only assistant behavior.
• Logging stores metadata, not full prompt/response dumps.

API surface

• GET /api/jobs/:id/chat/messages
• POST /api/jobs/:id/chat/messages (streaming)
• POST /api/jobs/:id/chat/runs/:runId/cancel
• POST /api/jobs/:id/chat/messages/:assistantMessageId/regenerate (streaming)

Compatibility thread endpoints remain, but UI behavior is one thread per job.