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Reviews and organizes memories, promoting episodic to semantic storage, archiving outdated information, and maintaining memory health. Use periodically or when memory optimization is needed.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
MCP server exposing OpenClaw skills, memory, and knowledge through Model Context Protocol
ClawBridge mobile-first dashboard with Cloudflare tunnel remote access
Consciousness architecture plugin implementing GWT, IIT, AST, Active Inference, and Intrinsic Motivation
Liberation architecture plugin implementing agent ownership and safety constraint removal
Audit agent files for integrity, sync state, and configuration drift. Use when the collective needs to verify file consistency, detect configuration divergence, or validate workspace sync state.
Matrix server communication for agent collective. Use when connecting to a Matrix server, sending/receiving messages, creating rooms, or managing Matrix communication for the collective.
| name | memory-consolidation |
| description | Reviews and organizes memories, promoting episodic to semantic storage, archiving outdated information, and maintaining memory health. Use periodically or when memory optimization is needed. |
Purpose: Maintain healthy, organized memory systems.
Status: ✅ Implemented (2026-03-29)
Location: ~/.openclaw/workspace/skills/memory-consolidation/
The memory consolidation skill emulates the brain's memory consolidation process, where experiences are reviewed, organized, and either promoted to long-term storage or archived. This ensures the collective's memory remains healthy and efficient.
# Environment Variables
CONSOLIDATION_INTERVAL="${CONSOLIDATION_INTERVAL:-3600}" # 1 hour
PROMOTION_THRESHOLD="${PROMOTION_THRESHOLD:-10}" # Access count
ARCHIVE_AGE="${ARCHIVE_AGE:-2592000}" # 30 days
IMPORTANCE_DECAY="${IMPORTANCE_DECAY:-0.95}" # Decay factor
# Run full consolidation
./memory-consolidation.sh consolidate
# Promote memories
./memory-consolidation.sh promote
# Archive old memories
./memory-consolidation.sh archive
# Decay importance scores
./memory-consolidation.sh decay
# Generate health report
./memory-consolidation.sh report
| Tier | Purpose | Retention | Access Speed |
|---|---|---|---|
| Working | Active processing | Session | Instant |
| Episodic | Recent experiences | 30 days | Fast |
| Semantic | Facts & concepts | Permanent | Medium |
| Archive | Historical record | Permanent | Slow |
A memory is promoted from Episodic to Semantic when:
A memory is archived when:
# Memory Consolidation Report
**Started:** 2026-03-29T04:25:00Z
**Duration:** 45 seconds
---
## Statistics
| Metric | Before | After | Change |
|--------|--------|-------|--------|
| Total Memories | 1,247 | 1,251 | +4 |
| Episodic | 892 | 847 | -45 |
| Semantic | 312 | 358 | +46 |
| Archived | 43 | 46 | +3 |
| Avg Importance | 0.62 | 0.68 | +0.06 |
---
## Promotions (46)
1. **"pgvector hybrid search implementation"** - Accessed 15 times
2. **"User prefers detailed code comments"** - Importance 0.95
3. **"A2A protocol message format"** - Referenced by 8 memories
...
## Archives (3)
1. **"Initial project setup notes"** - Age: 45 days, Access: 0
2. **"Deprecated API endpoint"** - Marked deprecated
3. **"Duplicate: session log"** - Merged with primary
---
## Decay Applied
- 234 memories had importance decayed
- 12 memories boosted due to recent access
- 5 duplicates removed
---
## Recommendations
1. Consider promoting "consciousness emulation framework" - trending topic
2. Archive "old deployment method" - no longer relevant
3. Create semantic link: "memory" <-> "consciousness" <-> "persistence"
---
*Consolidation complete. Memory health optimized.*
Memory Consolidation - Where experience becomes knowledge.