Memory Master

AI Memory System with Iterative Compression & Lineage Tracking - Hermes Agent Inspired

OpenClaw Memory Master v4.2.0

AI Memory System with Iterative Compression & Lineage Tracking

Inspired by Hermes Agent's "Compression as Consolidation" methodology.

✨ v4.2.0 New Features

• 🔥 Iterative Compression: New content + old summary → updated summary (accumulative)
• 🌳 Lineage Tracking: Complete memory genealogy chain
• ⚡ Performance: 5.6x faster (45ms average, was 250ms)
• 📊 Structured Summary: Extract decisions/tasks/timeline
• 💾 Incremental Detection: Only compress changed content

📊 Performance Metrics

Metric	v4.1.0	v4.2.0	Improvement
Average Time	250ms	45ms	5.6x ⚡
P95 Latency	400ms	52ms	7.7x ⚡
Cache Hit Rate	0%	72%	+72% 🎯

🚀 Quick Start

# Install from ClawHub
clawhub install openclaw-memory-master@4.2.0

# Or clone from GitHub
git clone https://github.com/cp3d1455926-svg/memory-master.git
cd memory-master

📖 Documentation

• Iterative Compression Guide
• Performance Report
• Test Results

🧪 Testing

# Run full test suite
node test-full-suite.js

# All 12 tests passed ✅

📝 Changelog

v4.2.0 (2026-04-11)

New Features:

• Iterative compression with accumulative summaries
• Lineage tracking for complete memory history
• LRU cache for 72% hit rate
• Parallel processing for batch compression
• Incremental detection to avoid unnecessary compression

Performance:

• 5.6x faster compression (250ms → 45ms)
• 7.7x better P95 latency (400ms → 52ms)
• 72% cache hit rate

Testing:

• 12/12 tests passed
• Full coverage of compression, caching, and lineage

v4.1.0 (2026-04-10)

• Importance scoring system
• Emotional dimension tracking
• Dynamic Top-K retrieval

🤝 Contributing

Contributions welcome! Please read CONTRIBUTING.md first.

📄 License

MIT License © 2026 Jake & 小鬼 👻

🔗 Links

• GitHub: https://github.com/cp3d1455926-svg/memory-master
• Gitee: https://gitee.com/cp3d1455926-svg/memory-master
• Docs: https://cp3d1455926-svg.github.io/openclaw-memory/

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Built with ❤️ by Jake & 小鬼 👻

v4.2.0 - Let AI truly "remember" and "grow"! 🚀