Reply Classifier Router

The problem

Manual inbox triage is a bottleneck that leads to missed revenue. Teams often misread polite deferrals as rejections or fail to capitalize on referrals, causing high-value leads to leak from the sales funnel.

What it does

• Classifies replies into specific action categories like meeting requests, deferrals, and referrals.
• Identifies return dates in OOO messages to reschedule follow-ups automatically.
• Generates concise, single-objective draft replies under 80 words for interested leads.
• Triggers immediate suppression for unsubscribe requests to maintain compliance.
• Extracts referral contact info to pivot campaigns to the correct stakeholder.

Why this beats prompting it yourself

Generic prompts often collapse complex sentiments into simple "positive" or "negative" scores. This skill enforces strict logic to distinguish between a "not now" and a "not ever," ensuring follow-up opportunities are never binned as rejections.

Use cases

• Triage high-volume outbound campaign inboxes to find hot leads.
• Automate CRM status updates based on reply classification.
• Draft context-aware responses that match your brand voice.
• Cleanse mailing lists by processing unsubscribes and referrals instantly.

Known limitations

Requires outbound message context and reply text to classify accurately. Does not integrate directly with email providers without an external orchestrator or MCP server.

Most premium skills are on a weekly review cycle. Fixes and improvements ship as updates, and buyers receive release notes by email. Part of the Mambabuilt catalog. Packs and the full bundle are available at mambabuilt.com.