Pre Reply Gate

GPTClaudeGemini··▲ 1,140 copies·updated 2026-07-14

pre-reply-gate.prompt

# Pre-reply Gate Prompt Structure

## Goal

Determine whether more information is needed and prepare copyable customer-facing text.

## Input

- Normalized description
- Attachment parse result
- Optional validated knowledge candidates

## Output

when to use it

Community prompt sourced from the open-source GitHub repo mumu-workflow/ticket-copilot (MIT). A "Pre Reply Gate" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.