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ai-sdr-draft-qa

Evaluates AI SDR outbound drafts for hallucinated claims, personalization grounding, jurisdictional compliance, and formatting issues.

Updated May 2, 2026
Search Tags:#personalization#deliverability#claim-verification#ai-sdr#outbound-email#email-compliance#pre-send-qa
One-click install
npx skills add https://github.com/marius-bughiu/ooligo --skill ai-sdr-draft-qa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-sdr-draft-qa
Source: https://github.com/marius-bughiu/ooligo/tree/main/apps/web/public/artifacts/ai-sdr-draft-qa-skill
Command: npx skills add https://github.com/marius-bughiu/ooligo --skill ai-sdr-draft-qa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

AI SDRs often send outbound emails with hallucinated claims, generic personalization, non-compliant content, or spam-trigger phrasing that damages sender reputation, wastes outreach budget, and exposes teams to regulatory penalties. This Skill acts as a pre-send QA gate to catch these issues before drafts reach prospects.

Core Features & Use Cases

  • Multi-axis draft scoring: Evaluates every AI SDR outbound draft on claim accuracy, personalization grounding, jurisdictional compliance, and deliverability hygiene in a single pass.
  • Regulatory guardrails: Automatically applies jurisdiction-specific compliance rules (US CAN-SPAM, EU GDPR, France Loi Hamon, California CCPA, NYC LL144) to block non-compliant sends before they leave the queue.
  • Use case: Use as a pre-send webhook for 11x, Artisan, aisdr, or Unify to block hallucinated claims, generic personalization, and spam-trigger phrasing before drafts reach prospects, or run batch QA passes over queued drafts to pause non-compliant sequence steps.

Quick Start

Use the ai-sdr-draft-qa skill to run a pre-send QA check on your AI SDR's next outbound draft by passing the draft text, prospect evidence pack, and recipient country code.

Frequently Asked Questions about ai-sdr-draft-qa

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

FAQPage Schema
How do I block AI SDR hallucinated claims in outbound emails before sending?▼

To block AI SDR hallucinated claims, a pre-send QA gate verifies claim accuracy against a prospect evidence pack. This skill intercepts drafts and issues a structured block or send decision before emails reach prospects.

What is pre-send QA for AI SDR outbound emails?▼

Pre-send QA for AI SDR outbound emails is a validation process that scores drafts on claim accuracy, personalization grounding, compliance, and deliverability hygiene. It prevents non-compliant or generic content from damaging sender reputation.

Can I use a pre-send webhook to check AI SDR email compliance for 11x or Artisan?▼

Yes, you can use a pre-send webhook to check AI SDR email compliance for platforms like 11x Alice, Artisan Ava, and Unify. The skill integrates via webhook to enforce jurisdiction-specific rules before sending.

How do I enforce CAN-SPAM and GDPR compliance on AI SDR cold outbound?▼

You enforce CAN-SPAM and GDPR compliance on AI SDR cold outbound by applying jurisdiction-specific regulatory guardrails during draft generation. This skill automatically blocks non-compliant sends before they leave the queue.

How do I run batch QA passes on queued AI SDR email drafts?▼

You run batch QA passes on queued AI SDR email drafts by processing multiple drafts simultaneously for personalization grounding and deliverability hygiene. This skill evaluates drafts in batches to pause non-compliant sequence steps.

What deliverability hygiene checks should I apply to AI SDR outbound drafts?▼

Deliverability hygiene checks for AI SDR outbound drafts should target spam-trigger phrasing and sender reputation risks. This skill applies multi-axis draft scoring to catch these issues and outputs an auditable send or block verdict.

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