article-enrichment

To turn a wall of text into a structured markdown knowledge base page, use an article enrichment workflow that processes raw dumps to generate executive summaries, verbatim quotes, and grounded context. This ensures your content is immediately skimmable and reusable.

To extract verbatim quotes from raw article dumps, the enrichment process identifies and pulls 3 to 5 literal sentences directly from the source text. This avoids paraphrased quotes and preserves the original wording inside a structured markdown format.

You can add cross-references and why-it-matters context to existing pages by applying an enrichment process that connects new content to your specific brain context. It automatically generates appropriate markdown links so related pages become navigable.

The best way to ensure idempotent processing when enriching articles is to use a needs-enrichment flag. This mechanism prevents duplicate processing of already structured pages and preserves the raw source text inside a collapsible details block.

The article enrichment workflow does not require manual markdown formatting for executive summaries. It automatically produces a concise 2 to 3 sentence takeaway, ensuring the knowledge base page is immediately skimmable without manual intervention.