Memory Search

Search the Plugged.in memory system for relevant past observations and knowledge.

Process

1. Call pluggedin_memory_search with query: "$ARGUMENTS"

2. Display results with:

   • Memory UUID
   • Ring type (procedures / practice / longterm / shocks)
   • Similarity score
   • Summary text (50-150 tokens)
   • Decay stage
   • Last accessed date

3. If the user wants full details on specific results, call pluggedin_memory_details with those UUIDs

Search Tips

• Use natural language queries: "how to deploy to production"
• Be specific: "error handling pattern for API endpoints" works better than "errors"
• Ring type filters: Add "procedures:", "practice:", "longterm:", or "shocks:" prefix
• Recent memories score higher due to recency bias