sdr-humanizer

Convert AI-generated sales drafts into human-like B2B outreach messages.

152|46|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/iPythoning/b2b-sdr-agent-template --skill sdr-humanizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sdr-humanizer
Source: https://github.com/iPythoning/b2b-sdr-agent-template/tree/main/skills/sdr-humanizer
Command: npx skills add https://github.com/iPythoning/b2b-sdr-agent-template --skill sdr-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It prevents AI outreach from sounding robotic by turning generated sales copy into natural, culturally aware, trust-building conversations with realistic pacing.

Core Features & Use Cases

  • Message pacing control: Breaks long outputs into 2-3 short messages and applies human-like delays between sends, including optional voice-message guidance where supported.
  • Typing indicator timing: Simulates typing time based on reply length to reduce “instant send” unnaturalness.
  • English-first conversation rules: Keeps replies in professional English, with an opt-in operator self-chat path for bilingual scenarios (triggered by identity settings).
  • Conversation flow shaping: Ensures one question at a time, references prior context naturally, and supports proactive but relevant market insight.
  • Cultural adaptation: Adjusts tone by region (Middle East, Southeast Asia, Latin America, Europe, Africa) to better match expectations.
  • Anti-pattern prevention: Avoids AI disclosure, duplicate spammy copy, buzzwords, overpromising, and off-hours messaging.

Quick Start

Ask the AI to rewrite the draft reply for a B2B customer into a human-like WhatsApp message that follows realistic pacing, asks only one question, and matches the target region’s tone.

Frequently Asked Questions about sdr-humanizer

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

FAQPage Schema
How do I make AI sales messages sound more human in B2B outreach?

To make AI sales messages sound more human, rewrite drafts into natural conversations with realistic pacing, typing delays, and flow. This prevents robotic outreach by enforcing anti-patterns like avoiding buzzwords and excess punctuation while adapting tone by region.

How do I add realistic conversation pacing to WhatsApp sales replies?

Add conversation pacing to WhatsApp sales replies by breaking long outputs into 2-3 short messages and simulating typing indicator timing based on reply length. This reduces unnatural instant sends and builds trust through human-like response delays.

What are the anti-patterns to avoid in B2B SDR email outreach?

Anti-patterns to avoid in B2B SDR email outreach include AI disclosure, duplicate spammy copy, buzzwords, overpromising, and off-hours messaging. Preventing these robotic elements builds trust and keeps multichannel conversations natural and culturally aware.

Can I adapt outreach tone for different regions like Southeast Asia and Latin America?

You can adapt outreach tone for regions like Southeast Asia, Latin America, the Middle East, Europe, and Africa. Tone adjustment matches cultural expectations, ensuring your B2B sales messaging feels natural and relevant to the specific target market.

Does this approach support bilingual messaging for multichannel sales conversations?

Bilingual messaging in multichannel sales is supported through an opt-in operator self-chat path triggered by identity settings. This English-first approach keeps replies professional while allowing bilingual scenarios across WhatsApp, email, and Telegram.

What is the best way to shape conversation flow in automated B2B outreach?

The best way to shape conversation flow in automated B2B outreach is to ask only one question at a time and reference prior context naturally. This conversation shaping supports proactive but relevant market insight without overwhelming prospects.