memory-reflection
This skill should be used when the user asks to review, consolidate, organize, or clean up memories. Triggers on requests like "review what you remember," "consolidate my memories," "what patterns do you notice," "organize your memory," "perform memory maintenance," or "clean up old memories." Also use proactively during long sessions to maintain memory hygiene and prevent context overload.
When & Why to Use This Skill
The Memory Reflection skill is a specialized utility designed to optimize an agent's long-term memory and context efficiency. It systematically reviews recent interactions to consolidate key learnings, update user profiles, and prune redundant data. By maintaining high-quality memory hygiene, this skill prevents context overload and ensures the agent remains accurately aligned with the user's evolving preferences and goals over time.
Use Cases
- Memory Maintenance: Periodically cleaning up cluttered or disorganized memory logs during long-running sessions to prevent performance degradation and context window bloat.
- User Profile Consolidation: Merging scattered observations and recurring patterns about a user's specific habits, preferences, and identity into a unified, actionable knowledge base.
- Knowledge Synthesis: Analyzing recent conversation history to extract significant insights and promote them to a persistent state layer for future reference.
- Context Optimization: Archiving outdated or superseded information to reduce noise and minimize the risk of the AI referencing conflicting or irrelevant historical data.
| name | memory-reflection |
|---|---|
| version | 1.0.0 |
| description | This skill should be used when the user asks to review, consolidate, organize, or clean up memories. Triggers on requests like "review what you remember," "consolidate my memories," "what patterns do you notice," "organize your memory," "perform memory maintenance," or "clean up old memories." Also use proactively during long sessions to maintain memory hygiene and prevent context overload. |
Memory Reflection Skill
Reflect on recent experiences and consolidate learnings to maintain organized, useful memory.
When to Use
Invoke this skill when:
- Starting a new day or session
- Completing significant conversations
- Noticing cluttered or disorganized memory
Reflection Process
Review Recent Events
- Call
mcp__memory__liston/events/to retrieve recent activity - Identify patterns, recurring topics, or themes
- Call
Identify Key Learnings
- Extract new information discovered
- Note preferences or patterns that emerged from user interactions
- Assess what worked well and what did not
Update Identity/State
- Promote important learnings to
/state/layer - Update
/identity/when core understanding has evolved
- Promote important learnings to
Consolidate User Knowledge
- Review
/users/{userId}/entries - Merge related observations about each user
- Review
Clean Up
- Remove redundant event entries
- Archive information that has been consolidated
Output
Summarize after reflection:
- Key learnings consolidated
- Memories archived or removed
- Areas needing more information