positive-reply-scoring

What problem does it solve?

This skill helps marketers and operators determine whether cold outreach is generating genuinely interested responses, not just any reply, by computing a reliable positive reply rate from campaign replies.

Core Features & Use Cases

• Fetches replies from a Smartlead campaign
• Classifies each reply into categories (positive_interested, positive_soft, positive_referral, neutral_question, negative_notnow, negative_notfit, negative_hostile, unsubscribe, ooo, bounce, other) using Claude
• Aggregates results into a positive_reply_rate and related metrics, flags action items, and stores historical scores for trend analysis
• Supports workflows for product-marketing experiments, weekly health checks, and post-campaign reviews

Quick Start

Run the workflow end-to-end: fetch campaign replies, classify them with Claude, and generate the positive reply score report.