AI Assist

AI assist is optional. It explains deterministic gig evidence for a specific audience.

Use it only after the normal audit path works:

gig ABC-123
gig verify ABC-123
gig packet ABC-123

Check Readiness

gig assist doctor
gig assist setup

Use doctor to check readiness. Use setup to bootstrap the bundled DeerFlow sidecar config.

Ticket Brief

gig explain ABC-123 --audience qa
gig explain ABC-123 --audience client
gig explain ABC-123 --audience release-manager

Follow-Up Questions

gig ask "what is still blocked?"
gig ask "what changed since the last brief?"
gig resume

gig ask resumes the saved session for the current project, repo target, or workspace. Before answering, gig refreshes the deterministic bundle.

Release Brief

gig assist release --release rel-2026-04-09 --audience release-manager

or:

gig assist release --ticket-file tickets.txt --repo github:owner/name --audience release-manager

Rules

  • The model explains gig evidence; it should not invent release facts.
  • gig remains the source of truth.
  • Use deterministic verify and packet output for final release decisions.
  • Keep AI assist out of the first-run path unless the user explicitly wants a narrative brief.