Reply Classifier

Scan Gmail replies and classify them by predefined intent patterns.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/bostonrobbie/BDR --skill reply-classifier
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Reply Classifier
Source: https://github.com/bostonrobbie/BDR/tree/main/skills/reply-classifier
Command: npx skills add https://github.com/bostonrobbie/BDR --skill reply-classifier

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of checking for new email replies, classifying their intent, and surfacing priority items for action, saving significant time and ensuring timely follow-up.

Core Features & Use Cases

  • Automated Reply Detection: Scans Gmail for new replies to a specific address.
  • Intelligent Classification: Categorizes replies into priority levels (Positive, Referral, Timing, Polite, Has Tool, Negative, OOO, Bounce).
  • Actionable Insights: Updates lead status, drafts responses, and flags items for review.
  • Use Case: After sending an outreach email, this Skill automatically identifies interested replies, flags potential warm leads, and suggests next steps, streamlining the sales follow-up process.

Quick Start

Check Gmail for any new replies and classify them.

Frequently Asked Questions about Reply Classifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I classify email replies in Gmail for sales lead management?

The Skill scans Gmail for new replies to a specified address, classifies email intent into predefined categories like Positive or Negative, and triggers lead management actions such as drafting responses.

What is the best way to automate follow-up actions for interested leads?

Automating follow-up is handled by classifying warm lead replies and triggering actions like updating contact lifecycle stages in memory files or drafting suggested next-step responses.

Can I automatically send outreach responses without manual review?

No, you cannot automatically send responses without review because the Skill includes safety rules preventing autonomous sending, ensuring users review drafted actions before execution.

Does Gmail reply classification support categorizing out-of-office and bounce emails?

Yes, Gmail reply classification supports categorizing out-of-office and bounce emails alongside Positive, Referral, Timing, Polite, Has Tool, and Negative priority levels to streamline sales automation.

How does intent classification track a contact's lifecycle stage?

Intent classification tracks a contact's lifecycle by integrating with memory files, logging interactions to update lead status and flag warm leads for future sales follow-up reference.