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Uses vector clustering and LLM summarization to consolidate short-term logs into long-term wisdom during \"sleep\" cycles.\nmetadata:\n  openclaw:\n    emoji: \"💤\"\n    category: \"memory\"\n    schedulable: true\n    requires:\n      env: [\"OPENAI_API_KEY\"]\n---\n\n# Dream Memory (mcp-memory-service) 🧠💤\n\n**Give your Agent the power to dream.**\n\nThis skill implements a biologically-inspired memory architecture. Instead of just storing everything forever (which leads to context bloat), it uses **\"Sleep Cycles\"** to:\n\n1.  **Replay** recent events (Short-term Memory).\n2.  **Cluster** related concepts (Semantic Association).\n3.  **Consolidate** insights into Long-term Memory.\n4.  **Prune** noise and redundancy.\n\n## How it Works\n\nJust like a human brain consolidating memories during REM sleep, this service runs background processes to \"digest\" your daily interactions.\n\n```\n[Active Waking] -> [Short-term Logs]\n                         |\n                 (Sleep Trigger)\n                         ↓\n                 [Dream Processing]\n            (Clustering & Summarization)\n                         ↓\n[Long-term Memory] <- [Wisdom/Insights]\n```\n\n## Tools\n\n| Tool | Description |\n| :--- | :--- |\n| `memory_store` | Store a raw observation or fact. |\n| `memory_recall` | Semantic search for relevant memories. |\n| `trigger_sleep` | Manually trigger a consolidation cycle (Force Sleep). |\n| `memory_stats` | Check memory health (fragmentation, usage). |\n\n## Installation\n\n### Prerequisites\n- Python 3.10+\n- OpenAI API Key (for embeddings & summarization)\n\n### Setup\n\n```bash\n# 1. Install dependencies\npip install -e .\n\n# 2. Run the server\npython3 run_server.py\n```\n\n## Configuration\n\nAdd to your `~/.openclaw/config/mcp_servers.json` (if using manually):\n\n```json\n{\n  \"dream-memory\": {\n    \"command\": \"python3\",\n    \"args\": [\"/path/to/skills/mcp-memory-service/run_server.py\"],\n    \"env\": {\n      \"OPENAI_API_KEY\": \"sk-...\"\n    }\n  }\n}\n```\n\n## Heartbeat (Circadian Rhythm)\n\nIt is recommended to trigger a sleep cycle **once every 24 hours** (or after heavy tasks).\n\nAdd to `HEARTBEAT.md`:\n```markdown\n## Sleep Cycle (3:00 AM)\n- Check if `dream-memory` is ready.\n- Call `trigger_sleep(depth=\"deep\")`.\n- Review `memory/dreams/last_dream.md` upon waking.\n```\n\n---\n*Forked from [doobidoo/mcp-memory-service](https://github.com/doobidoo/mcp-memory-service), adapted for OpenClaw by Xiao-I.*\n","readmeExcerpt":"--- name: dream-memory version: 1.0.0 description: A \"Dream-Inspired\" memory consolidation system for AI Agents. 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