article-enrichment

To convert raw article text dumps into structured pages, the article-enrichment process parses page frontmatter and body text to generate executive summaries, verbatim quotes, and key insights while preserving the original source in a collapsed details block.

Yes, you can extract verbatim quotes from wall-of-text articles without paraphrasing. The enrichment process selects 3-5 literal quotes specifically for downstream essays and citations, ensuring the original wording remains intact for reference.

The best way to cross-link related people and companies in your knowledge graph is using article enrichment, which automatically generates cross-references and back-links to enforce discoverability and citation integrity across structured brain pages.

Yes, article enrichment preserves the original source text after adding synthesis sections. It retains the raw article dump inside a collapsed details block so no source content is lost during the summarization and structuring process.

To add a grounded Why It Matters section using brain context, the enrichment tool reads existing brain pages to extract relevant context, then structures actionable insights and counterintuitive takeaways that connect the article to your broader knowledge base.

You should use article enrichment on new incoming article pages flagged for enrichment, existing wall-of-text articles lacking synthesis sections, and LLM-quality-judged failures on quotability or actionability, updating flags idempotently after processing.