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fact-checker

Identify and verify factual statements in slide content with credibility scoring.

2|3|Updated Nov 9, 2025
Search Tags:#fact-checking#verification#presentation#slides#report#credibility
One-click install
npx skills add https://github.com/genesis-agents/GenesisPod --skill fact-checker-genesis-agents
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fact-checker
Source: https://github.com/genesis-agents/GenesisPod/tree/main/backend/src/modules/ai-app/office/slides/skills/fact-checker
Command: npx skills add https://github.com/genesis-agents/GenesisPod --skill fact-checker-genesis-agents

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Current slide decks often contain unchecked factual claims, leading to misinformation and credibility loss. This Skill provides a structured, automated approach to validate statements against verifiable sources during slide preparation.

Core Features & Use Cases

  • Fact extraction & labeling: identifies verifiable statements such as statistics, dates, and quotes from slide content.
  • Credibility scoring: assigns a confidence level and flags dubious or outdated claims.
  • Output & remediation: returns a structured report with suggested edits and citation recommendations for the deck.

Quick Start

Review the slide draft in your project and run the fact-checker to generate a verification report.

Frequently Asked Questions about fact-checker

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

FAQPage Schema
How do I verify factual statements in my presentation slides?▼

To verify factual statements in presentation slides, the fact-checking process identifies statistics, dates, and quotes, then validates them against sources to generate a credibility score and structured report.

What is automated slide content verification and how does it work?▼

Automated slide content verification extracts verifiable claims from your deck, checks them against strict criteria, and outputs a structured report with confidence levels and citation recommendations.

Can I check presentation deck credibility for both business and technical topics?▼

Yes, you can check presentation deck credibility across business, education, and technical topics, applying uniform verification criteria to identify dubious or outdated claims.

How do I generate a credibility report for my slide deck?▼

To generate a credibility report for your slide deck, run the fact-checker on your draft to receive suggested edits, source citations, and confidence scores for all extracted claims.

What is the best way to flag unchecked statistics and quotes in slide content?▼

The best way to flag unchecked statistics and quotes in slide content is automated fact extraction, which labels verifiable statements and assigns confidence levels to highlight dubious data.

Does slide fact-checking work with embedded data in presentation reports?▼

Yes, slide fact-checking works with embedded data in presentation reports, identifying verifiable statements within the data and providing remediation suggestions to ensure accuracy.

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