verify-before-send

Verify Copilot output for factual accuracy and proper sourcing.

33|10|Updated Apr 30, 2026

Search Tags:#tone #citations #quality-assurance #verify #copilot #fact-check #before-send

Ready to run

npx skills add https://github.com/andreaswasita/copilot-cowork-dojo --skill verify-before-send

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: verify-before-send
Source: https://github.com/andreaswasita/copilot-cowork-dojo/tree/main/skills/verify-before-send
Command: npx skills add https://github.com/andreaswasita/copilot-cowork-dojo --skill verify-before-send

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reduce the risk of hallucinations and factual errors in external-facing Copilot output by validating critical details before sharing or publishing.

Core Features & Use Cases

Names & titles: verify current spellings and roles.
Numbers & dates: trace to sources and ensure accuracy.
Quotes & citations: open sources to confirm verbatim text and links.
Use Case: Before sending a memo, verify all facts and sources to avoid misstatements.

Quick Start

Run the verification pass on the Copilot output before sharing.

Frequently Asked Questions about verify-before-send

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

FAQPage Schema

How do I fact-check Copilot output for hallucinations before sending?▼

To fact-check Copilot output, run a verification pass that validates names, numbers, quotes, and citations against trusted sources. This structured six-step workflow ensures executive communications and published reports remain accurate before sharing.

What is the best way to verify citations and quotes in AI-generated reports?▼

Verifying citations and quotes requires opening original sources to confirm verbatim text and active links. This process traces numbers and dates back to their origin, ensuring external-facing messages and reports maintain factual accuracy and proper sourcing.

How do I ensure tone and name accuracy in client-facing messages?▼

Ensuring tone and name accuracy involves checking current spellings, roles, and communication style within a readiness checklist. This verification workflow prevents misstatements in client-facing messages by validating critical details before publishing or sending.

Can I use a structured checklist to verify executive communications?▼

Yes, you can use a structured readiness checklist to verify executive communications. The checklist enforces a six-step workflow covering names, titles, numbers, dates, quotes, citations, and tone, reducing the risk of factual errors before sharing.

Why does AI-generated content need a verification workflow before publishing?▼

AI-generated content needs a verification workflow because external-facing output risks hallucinations and factual errors. Validating critical details like numbers, quotes, and citations before sharing prevents misstatements and ensures quality assurance in published reports.

When should I not rely on AI output without a fact-check?▼

You should not rely on AI output without a fact-check when preparing executive communications, client-facing messages, or published reports. These contexts require a verification pass to trace numbers, confirm quotes, and enforce proper sourcing before sending.