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audit-content

Extract and verify article claims, external links, and statistics against sources.

1.3k|43|Updated Feb 26, 2026
Search Tags:#fact-checking#research#audit#url-validation#content-audit#claim-verification#brand-dna
One-click install
npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill audit-content-onvoyage-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-content
Source: https://github.com/onvoyage-ai/gtm-engineer-skills/tree/main/audit-content
Command: npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill audit-content-onvoyage-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prevents publishing inaccurate or unverifiable content by systematically checking every external citation, statistic, and company-specific claim so editors can avoid credibility-damaging errors.

Core Features & Use Cases

  • Claim extraction: Scan articles to extract external URLs, statistics, source attributions, research citations, and company claims for verification.
  • URL verification: Fetch every external link, classify outcomes (PASS, BROKEN, MISMATCH, UNVERIFIABLE), and surface broken or misleading citations.
  • Statistic and research validation: Search for unsourced numbers, validate cited statistics against original sources including arXiv IDs, and flag fabricated or future-dated research.
  • Brand DNA cross-check: Compare company claims, metrics, and positioning against a brand_dna.md file and flag contradictions or unsupported assertions.
  • Internal consistency checks & reporting: Detect internal contradictions, inconsistent dates or figures, and produce a structured markdown audit report for single articles or batch audits.

Quick Start

Audit the article 'best-practices.md' against brand_dna.md and produce a content audit report with URL checks, flagged issues, and suggested fixes.

Frequently Asked Questions about audit-content

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

FAQPage Schema
How do I verify external links and citations in an article before publishing?▼

Fact-checking unsourced statistics involves searching the web to validate numbers against original sources, including arXiv IDs, and flagging fabricated or future-dated research. This ensures cited statistics match their original publications.

Can I batch audit multiple marketing pages that cite external sources?▼

To validate company claims, you cross-reference extracted metrics and positioning against a brand_dna.md file. This brand DNA cross-check flags contradictions or unsupported assertions found within the content.

What is extracted during a content audit for claim verification?▼

During a content audit, external URLs, statistics, source attributions, research citations, and company-specific claims are extracted for verification. The system then checks internal consistency to detect contradictions or inconsistent dates and figures.

How do I handle broken or mismatched URLs when auditing content?▼

When auditing content, URL verification fetches external links and classifies outcomes like BROKEN or MISMATCH. The audit surfaces these issues and produces a structured markdown report with flagged issues and suggested fixes.

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