Fact Check Workflow (Grade A) logo

Fact Check Workflow (Grade A)Security-tested research skill for Claude AI. Grade A. Structured workflow for fact-checking claims in journalism. Use when verifying statements for publication, rating claims for fact-check articles,

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Fact Check Workflow is a structured process for verifying claims in journalism, suitable for pre-publication fact-checking, dedicated fact-check stories, and building verification protocols. It includes steps for claim extraction, research, evidence gathering, source contact, rating, documentation, and publication or correction. The workflow provides templates for claim logs, research documentation, and evidence evaluation, helping journalists systematically assess factual assertions, statistics, dates, quotes, and causal claims while distinguishing them from opinions, predictions, and matters of taste.

Key features

  • Claim extraction template
  • Research documentation template
  • Evidence evaluation guidelines
  • Priority criteria for claims
  • Guidance on primary and secondary sources

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Pre-publication fact-checking

Verifying statements before publication to ensure accuracy and credibility

Dedicated fact-check stories

Rating claims for fact-check articles to provide transparent assessments of their validity

Pros & Cons

Pros

  • Provides a systematic approach to fact-checking
  • Includes templates for claim extraction and research documentation
  • Helps prioritize claims based on importance and verifiability
  • Guides the evaluation of primary and secondary sources

Cons

  • May be time-consuming to implement for complex claims
  • Requires careful documentation and attention to detail
  • May not be suitable for all types of journalism or content
  • The workflow's effectiveness depends on the quality of the sources and evidence gathered

Reviews

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Q&A

What are the main limitations I should be aware of before adopting this workflow?

It can be time‑consuming for complex claims, requires meticulous documentation, and its success depends on the quality of sources and evidence; it may also be less suitable for opinion pieces, predictions, or content focused on taste.

Asked by Quang Nguyen · Jun 14, 2026

How does the workflow help prioritize which claims to check first?

It includes priority criteria that let journalists rank claims by importance and verifiability, so the most critical or easily verifiable statements are addressed before less urgent ones.

Asked by Tobias Hartmann · May 13, 2026

What types of journalism are best suited for the Fact Check Workflow?

The workflow is ideal for pre‑publication fact‑checking, dedicated fact‑check stories, and building verification protocols in newsrooms, especially when you need to verify factual assertions, statistics, dates, quotes, and causal claims.

Asked by Frank Müller · Apr 5, 2026

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