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Sales Email & Outreach Quality Gate
The Sales Email & Outreach Quality Gate is an adversarial reviewer for sales outreach: cold emails, follow-ups, LinkedIn messages, and multi-step sequences.
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See it in action
You say
Subject: RE: FOLLOW UP!!! URGENT opportunity you can't miss Hi {{first_name}}, I emailed you last week and you didn't reply. Our platform is the BEST in the world and will 10x your revenue guaranteed. Let's hop on a 60-minute call this week to discuss. Click here now!!!
Your agent does
VERDICT: HOLD SUMMARY: Spam-trigger subject, broken personalization, and pushy tone; likely to hurt deliverability and the relationship.
SUBJECT & OPEN:
- Fake RE:, ALL CAPS, URGENT, and triple exclamation points are classic spam triggers. CLARITY & ASK:
- A 60-minute call is a high-friction first ask; offer a lower-commitment step. PERSONALIZATION:
- The first-name merge field is unrendered; no recipient-specific relevance. DELIVERABILITY & SPAM RISK:
- BEST in the world, guaranteed, and Click here now raise spam-filter risk. TONE:
- you didn't reply is guilt-tripping and presumptuous.
FIX FIRST:
- Rewrite the subject without RE:/caps/exclamations and fix the merge field.
- Replace the unsupported 10x-guaranteed claim and lower the ask.
What you get
About this skill
The Sales Email & Outreach Quality Gate is an adversarial reviewer for sales outreach: cold emails, follow-ups, LinkedIn messages, and multi-step sequences. You hand it a draft you are about to send — often AI-generated at volume — and it reads it the way a skeptical prospect and a deliverability-aware sales leader would.
It runs five passes — subject & open, clarity & single ask, personalization & relevance, deliverability & spam risk, and tone & pushiness — and returns a structured SEND / REVISE / HOLD verdict with line-level flags and the highest-impact fixes first. It is built to be the last check before outreach goes out, when volume is high and nobody has read each message for clarity, deliverability, and tone.
It judges; it does not write. It never drafts emails, rewrites your copy, builds sequences, or sends anything, and its spam-risk flags are heuristics, not a guarantee of inbox placement.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
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