Distill Memory

Proactive Save

Save proactively when the conversation produces a decision, preference, plan, procedure, learning, or important context. Do not wait to be asked.

Good Candidates

• a debugging breakthrough
• a design decision with rationale
• a research conclusion
• an unexpected lesson or preventive measure
• plans that future sessions will need to resume

Skip routine fixes, work in progress without a stable takeaway, and generic Q&A.

Tool Usage

Create memories with nmem:

nmem --json m add "Insight with enough context to stand on its own" \
  -t "Searchable title" \
  -i 0.8 \
  -s droid

If the same decision or workflow already exists and the new information refines it, update the memory instead of duplicating it:

nmem m update <id> -t "Updated title"

Quality Bar

• Atomic
• Actionable
• Understandable without the original conversation
• Focused on the outcome, not the chat transcript
• Explicitly review whether one durable memory should be added or updated at the end of substantial work