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To extract structured domain knowledge from raw sources, provide your documents to the Skill. It processes docs, design notes, and code comments to generate retrievable vault notes, enrichment tasks, and open questions automatically.

Automating a knowledge vault from meeting notes involves classifying extracted insights into core notes, tensions, and validations. This Skill targets domain-relevant materials and performs duplicate detection against existing vault notes to maintain structure.

Duplicate detection for an existing notes vault works by cross-linking extracted source material against your current topic maps. The Skill identifies overlaps to augment existing notes with new evidence rather than creating redundant entries.

You can capture unresolved trade-offs and open questions from design docs by using this extraction process. It specifically categorizes output into tension notes and open questions, separating unresolved topics from core domain notes.

You need to review the extracted domain notes before updating your vault. After providing a source document, you review the resulting classified outputs, including validations and enrichment tasks, to ensure accuracy before integration.