Learn

Use Learn when the user provides a durable fact, correction, preference, decision, relationship, or learning source. Treat short context crumbs as valid input. Busy users should not need a full transcript to make TARS smarter.

Modes

Mode	Use when
Memory	Durable fact, correction, preference, relationship, decision
Wisdom	Article, podcast, book, video, reference content
Patterns	Review telemetry-derived user-model and workflow proposals

Required behavior

• Check existing workspace knowledge before proposing persistence.
• Apply durability criteria to memory candidates.
• Show NEW, UPDATE, REDUNDANT, or CONTRADICTS.
• Persist only after explicit review.
• Negative or sensitive person content must be flagged or rephrased.

References

• references/memory.md
• references/wisdom.md
• references/patterns.md
• references/legacy-full-protocol.md