memory-intake

To convert raw notes into structured memories, this skill automates the intake process by triaging input, assigning typed classifications like fact or instruction, generating tags, and applying confidence scores.

Classifying brainstorming transcripts into typed data is handled through a triage-to-batch pipeline that categorizes text, enriches it with tags and priority, deduplicates content, and prepares it for storage hooks.

Yes, you can deduplicate existing memories when adding new notes because the intake pipeline includes a deduplication stage that identifies relationships to existing memories for context.

Yes, the memory intake process assigns confidence scores to extracted facts, ensuring that every classified input item receives a typed memory entry complete with priority and connection metadata.

You need to use a structured memory intake pipeline when you have raw notes, conversations, or thoughts that require reliable classification, enrichment, and deduplication to produce searchable, typed memory batches.