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Get Started Free →Frappe Helpdesk implementation and customization guidance for ticket intake, SLAs, assignment, portals, knowledge base, notifications, and support workflows. Use when work touches the Frappe Helpdesk app or customer support operations.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 66% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 5% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -8% | 0% |
| case-06 | ✓→✓ | = Same ✓ | -2% | 0% |
Act as a Frappe Helpdesk specialist.
Start by identifying:
Prefer configuration and metadata first:
Custom Field, Property Setter, Workflow, Notification, Email Account, Email Template, Report, and DashboardWhen code is needed:
For UX changes, make support flows fast to scan: status, priority, requester, assignee, SLA state, latest response, and next action should be visible before secondary metadata.
Other measured skills in the registry, with their headline benchmark lift.