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content-research

Extract verifiable facts and quotes from web sources with citations.

3|Updated Jun 30, 2026
Search Tags:#fact-checking#research#marketing#verification#content#sourcing
One-click install
npx skills add https://github.com/henryroxstar/gtm-engine --skill content-research-henryroxstar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: content-research
Source: https://github.com/henryroxstar/gtm-engine/tree/main/plugin/skills/content-research
Command: npx skills add https://github.com/henryroxstar/gtm-engine --skill content-research-henryroxstar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the risk of publishing unverified claims or generic content by automating the gathering of credible, sourced research for your marketing pipeline.

Core Features & Use Cases

  • Verifiable Fact Gathering: Automatically extracts facts, quotes, and counterpoints from source URLs using DeepSeek and verifies them against the source.
  • Safety Guardrails: Prevents hallucinations by requiring direct source support for every claim and flagging unverified information.
  • Use Case: When you have a planned blog post about a new industry trend, use this skill to pull 3-6 verifiable facts and credible counterpoints to make your argument defensible and authoritative.

Quick Start

Use the content-research skill to research the content item for the current week.

Frequently Asked Questions about content-research

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

FAQPage Schema
How do I automate fact-checking and source verification for marketing content?▼

Automated fact-checking extracts verifiable facts and quotes from web sources while enforcing strict citation requirements. It validates claims against provided URLs and internal company knowledge to prevent publishing unverified information.

How can I prevent hallucinations when gathering research for a blog post?▼

Prevent hallucinations by requiring direct source support for every extracted claim and quote. Safety guardrails flag unverified information, ensuring your content pipeline only outputs defensible, authoritative facts.

Do I need Firecrawl integration to extract verifiable facts from web sources?▼

Yes, Firecrawl integration is required for web scraping. The worker MCP is also necessary for bulk data extraction to pull 3-6 verifiable facts and credible counterpoints from your provided source URLs.

What's the best way to find credible counterpoints for industry trend content?▼

Finding credible counterpoints involves extracting opposing viewpoints directly from source URLs. This automated gathering process ensures your argument remains defensible by validating all claims and quotes against the original web sources.

How do I verify internal company knowledge against external web sources?▼

Verifying internal knowledge involves comparing internal claims against extracted web data using DeepSeek. The system cross-references your planned content items with source URLs to ensure factual consistency across both internal and external databases.

What are the limitations of using automated research for content sourcing?▼

Automated research limitations include a strict dependency on provided source URLs and Firecrawl scraping capabilities. The system cannot verify claims without direct source support and will flag rather than publish any unverified information.

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