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To verify claims before writing, build a claim inventory and use a source ladder to prioritize primary and expert sources. This method tracks evidence trustworthiness with status markers to ensure your content is defensible.

A source ladder prioritizes evidence reliability by ranking internal, primary, expert, and secondary sources. This fact-checking hierarchy ensures high-quality evidence supports your claims before drafting any content.

Structure a research brief by generating a claim inventory, cross-verifying facts, and assessing source trustworthiness. This brief then acts as a structured handoff to guide writing-focused skills for blogs and articles.

Maintain content freshness by applying explicit freshness criteria and cross-verification workflows to your sources. This process ensures your evidence remains defensible and up to date before and after publication.

You can use this research approach for social media content, blogs, and articles. It organizes vetted sources into a research brief that enables structured handoff to writing-focused skills for any format.

The best way to track unresolved claims is using explicit status markers like confirmed, partial, or unresolved during source evaluation. This maintains traceability and highlights evidence gaps before writing.