{"_id":"synaptic-memory","name":"synaptic-memory","dist-tags":{"latest":"1.2.0"},"versions":{"1.2.0":{"name":"synaptic-memory","version":"1.2.0","description":"Human-like neural memory system - Neuron-based persistent memory with Hebbian learning for AI agents","main":"cli.js","bin":{"nm":"cli.js","nm-recall":"recall.js","nm-server":"server.js"},"scripts":{"start":"node server.js","cli":"node cli.js","recall":"node recall.js","seed":"node seed-self.js","install":"node install.js"},"keywords":["synaptic","neural-memory","hebbian-learning","agent-memory","ai-memory","openclaw-skill","mcp-server"],"license":"MIT","engines":{"node":">=18.0.0"},"publishConfig":{"access":"public"},"gitHead":"d4829542cf012f676bc85b8f29dabd4cedfb693f","_id":"synaptic-memory@1.2.0","_nodeVersion":"24.15.0","_npmVersion":"11.12.1","dist":{"integrity":"sha512-x3GW7YvZOliSNlQyOr+DoMnQ8Regl0GGbx97CcIcXzNeukJHl01hCBErfqwxtpZkDJkuQnfmKzUuzouoOmQuBA==","shasum":"ee1e8cb918535c0f78b2f565811c5859639032ee","tarball":"https://registry.npmjs.org/synaptic-memory/-/synaptic-memory-1.2.0.tgz","fileCount":21,"unpackedSize":167524,"signatures":[{"keyid":"SHA256:DhQ8wR5APBvFHLF/+Tc+AYvPOdTpcIDqOhxsBHRwC7U","sig":"MEQCIHq8C8TTMzavKOAlxKhiy/7yNwqZujgG+cCt1xQVsGtAAiBfrPTiPJDVd/lTXDLjq32+kFzQbXv2B/gxQiAQg2MXxQ=="}]},"_npmUser":{"name":"aiture","email":"740905646@qq.com"},"directories":{},"maintainers":[{"name":"aiture","email":"740905646@qq.com"}],"_npmOperationalInternal":{"host":"s3://npm-registry-packages-npm-production","tmp":"tmp/synaptic-memory_1.2.0_1780135611969_0.3635054004494809"},"_hasShrinkwrap":false}},"time":{"created":"2026-05-30T10:06:51.730Z","1.2.0":"2026-05-30T10:06:52.121Z","modified":"2026-05-30T10:06:52.342Z"},"maintainers":[{"name":"aiture","email":"740905646@qq.com"}],"description":"Human-like neural memory system - Neuron-based persistent memory with Hebbian learning for AI agents","keywords":["synaptic","neural-memory","hebbian-learning","agent-memory","ai-memory","openclaw-skill","mcp-server"],"license":"MIT","readme":"# 馃 neural-memory 鈥?绫讳汉绁炵粡璁板繂绯荤粺\n\n> 鍩轰簬绁炵粡鍏冩ā鍨嬬殑 AI Agent 鎸佺画瀛︿範璁板繂鏋舵瀯  \n> 闆跺閮ㄤ緷璧?路 绾?Node.js 鏍囧噯搴?路 42KB\n\n---\n\n## 姒傝堪\n\n灏嗘瘡鏉¤蹇嗘娊璞′负鐙珛銆岀缁忓厓銆嶏紝閫氳繃鍔犳潈鏈夊悜銆岀獊瑙︺€嶅缓绔嬪叧鑱旓紝浣跨敤鍓嶅悜淇″彿浼犳挱锛圔FS锛夈€佽但甯冨涔狅紙Hebbian锛夊拰鍛ㄦ湡鎬ц蹇嗗珐鍥猴紝瀹炵幇鍙寔缁殑鑷富瀛︿範涓庨仐蹇樸€?\n## 蹇€熷畨瑁?\n```bash\n# 閫氳繃 OpenClaw CLI 瀹夎锛堟帹鑽愶級\nopenclaw skills install neural-memory\n\n# 鎴栦粠 GitHub 鎵嬪姩瀹夎\ngit clone https://github.com/Hight0xff/synaptic.git\ncd synaptic\nnpm install  # 闆朵緷璧栵紝浠呭缓绔嬭蒋閾炬帴\n```\n\n瀹夎鍚庤繍琛屽垵濮嬪寲锛?```bash\nnode seed-self.js   # 鍒涘缓鑷紩鐢ㄧ瀛愮缁忓厓\nnode cli.js stats   # 楠岃瘉瀹夎\n```\n\n## 鏋舵瀯\n\n```\nneural-memory/\n鈹溾攢鈹€ lib/                        # 鏍稿績寮曟搸\n鈹?  鈹溾攢鈹€ neuron-store.js         # 绁炵粡鍏冨瓨鍌紙鏂囦欢绯荤粺锛?鈹?  鈹溾攢鈹€ synapse-matrix.js       # 绐佽Е鐭╅樀锛堝姞鏉冩湁鍚戝浘锛?鈹?  鈹溾攢鈹€ activation-engine.js    # 鍓嶅悜淇″彿浼犳挱锛圔FS锛?鈹?  鈹溾攢鈹€ hebbian.js              # 璧竷瀛︿範锛堝叡婵€娲诲己鍖栵級\n鈹?  鈹溾攢鈹€ consolidator.js         # 鐫＄湢宸╁浐锛堣“鍑?褰掓。/妯″紡鍙戠幇锛?鈹?  鈹溾攢鈹€ recall.js               # 缁熶竴鍙洖鎺ュ彛\n鈹?  鈹斺攢鈹€ migrator.js             # 杩佺Щ宸ュ叿锛堜粠 MEMORY.md 瀵煎叆锛?鈹溾攢鈹€ cli.js                      # 鍛戒护琛岀鐞嗗伐鍏?鈹溾攢鈹€ recall.js                   # 蹇€熷彫鍥炲叆鍙?鈹溾攢鈹€ server.js                   # HTTP API 鏈嶅姟锛堢鍙?3547锛?鈹溾攢鈹€ seed-self.js                # 鑷紩鐢ㄧ瀛愬垵濮嬪寲\n鈹溾攢鈹€ install.js                  # 瀹夎鑴氭湰\n鈹斺攢鈹€ vis.html                    # D3 鍙鍖栭潰鏉?```\n\n## CLI 浣跨敤\n\n```bash\n# 鎼滅储/婵€娲昏蹇?node cli.js search \"浣犵殑鏌ヨ\"\n\n# 璁板綍鏂拌蹇?node cli.js record sensory \"瀛︿範浜嗘柊鐭ヨ瘑\" --content \"璇︾粏鍐呭\" --tags \"tag1,tag2\"\n\n# 鍒涘缓绁炵粡鍏?node cli.js create fact \"浜嬪疄鍚嶇О\" --content \"浜嬪疄鍐呭\"\n\n# 鏌ョ湅绯荤粺缁熻\nnode cli.js stats\n\n# 杩愯璁板繂宸╁浐锛堣“鍑?褰掓。锛?node cli.js consolidate\n\n# 鍒楀嚭璁板繂\nnode cli.js list [type]\n```\n\n## HTTP API 鏈嶅姟\n\n```bash\nnode server.js --port 3547 --auth-key your-secret-key\n```\n\n| 绔偣 | 鏂规硶 | 璇存槑 |\n|------|------|------|\n| `/api/recall?q=...` | GET | 鍙洖鎼滅储 |\n| `/api/neuron/:id` | GET | 鑾峰彇绁炵粡鍏冭鎯?|\n| `/api/neurons` | GET | 鍒楀嚭鎵€鏈夌缁忓厓 |\n| `/api/create` | POST | 鍒涘缓绁炵粡鍏?|\n| `/api/stats` | GET | 绯荤粺缁熻 |\n| `/api/consolidate` | POST | 瑙﹀彂宸╁浐 |\n| `/` | GET | 鍙鍖栭潰鏉?|\n\n## MCP 鍗忚鏀寔\n\n鏈郴缁熷悓鏃舵彁渚?[MCP (Model Context Protocol)](https://modelcontextprotocol.io) 鏈嶅姟鍣紝浣夸换浣曞吋瀹?MCP 鐨?AI 瀹㈡埛绔紙Claude Desktop銆丆ursor銆乂S Code AI 绛夛級閮借兘鐩存帴鎺ュ叆绁炵粡璁板繂銆?\n```bash\n# 鍚姩 MCP 鏈嶅姟鍣?cd mcp && node index.js\n\n# 鎴栧湪 Claude Desktop 涓厤缃細\n# {\n#   \"mcpServers\": {\n#     \"neural-memory\": {\n#       \"command\": \"node\",\n#       \"args\": [\"path/to/mcp/index.js\"]\n#     }\n#   }\n# }\n```\n\nMCP 鎻愪緵浠ヤ笅宸ュ叿锛?- `search_memory` 鈥?鎼滅储婵€娲昏蹇?- `record_memory` 鈥?璁板綍鏂拌蹇?- `get_neuron` 鈥?鑾峰彇绁炵粡鍏冭鎯?- `get_stats` 鈥?绯荤粺缁熻\n- `consolidate` 鈥?瑙﹀彂宸╁浐\n- *璁″垝涓?锛歚list_recent`銆乣delete_neuron`銆乣connect_neurons`\n\n---\n\n## 绁炵粡绉戝鏄犲皠\n\n| 鐢熺墿缁撴瀯 | 浠ｇ爜瑙掕壊 | 瀹炵幇 |\n|---------|---------|------|\n| 鏍戠獊锛堟帴鏀朵俊鍙凤級 | `activation-engine.computeSignal()` | 鍏抽敭璇嶅尮閰?+ 澶氱淮搴﹁瘎鍒?|\n| 鑳炰綋锛堟暣鍚堝垽鏂級 | `if potential >= threshold` | 绱Н淇″彿涓庨槇鍊兼瘮杈?|\n| 杞寸獊锛堣緭鍑轰俊鍙凤級 | `neuron.output = 1.0` | 鏍囪婵€娲诲苟浼犳挱 |\n| 绐佽Е锛堣繛鎺ュ己搴︼級 | `synapse-matrix.getWeight()` | 0~1 鍔犳潈鏈夊悜杈?|\n| 璧竷瀛︿範 | `hebbian.learn()` | 鍏辨縺娲诲己鍖栬繛鎺?|\n| 鐫＄湢宸╁浐 | `consolidator.consolidate()` | 琛板噺/褰掓。/妯″紡鍙戠幇 |\n\n---\n\n## 馃敀 鏁忔劅淇℃伅瀹夊叏鎻愮ず\n\n> **閮ㄧ讲鍓嶅繀璇?*锛氭湰绯荤粺鍦ㄨ繍琛屼腑浼氱敓鎴愮湡瀹炵殑瀵硅瘽/鍐崇瓥鏁版嵁銆?\n### 鈿狅笍 鍒囧嬁鎻愪氦鍒板叕寮€浠撳簱鐨勫唴瀹?\n1. **宸ヤ綔鍖烘暟鎹?*锛歚memory/neural/neurons/` 鍜?`memory/neural/archive/` 涓嬬殑 JSON 鏂囦欢鍖呭惈瀹為檯瀵硅瘽璁板綍鍜屼釜浜鸿蹇?2. **绐佽Е鏁版嵁**锛歚memory/neural/synapses.json` 鍖呭惈鍏宠仈鏉冮噸鍥?3. **鐜鍙橀噺/瀵嗛挜**锛氫换浣?`.env` 鏂囦欢銆丄PI Key 鍜屽瘑鐮?4. **閰嶇疆鏂囦欢**锛歚config.json` 鍙兘鍖呭惈鍐呯綉璺緞鍜屾湇鍔￠厤缃?\n### 瀹夊叏浣跨敤寤鸿\n\n- 杩愯 `git add` 鍓嶆鏌?`.gitignore` 鏄惁姝ｇ‘閰嶇疆\n- 浣跨敤 `--auth-key` 鍙傛暟淇濇姢 HTTP API 绔偣\n- 瀹氭湡娓呯悊杩囨湡鐨勫瓨妗ｆ暟鎹?- 鍦ㄥ叕鍏辨紨绀轰腑浣跨敤 `seed-self.js` 鐢熸垚鐨勭ず渚嬫暟鎹紝鑰岄潪鐪熷疄鏁版嵁\n\n---\n\n## License\n\nMIT 鈥?鑷敱浣跨敤銆佷慨鏀广€佸垎鍙戙€傛杩?Star 猸愩€両ssue 馃挰銆丳R 馃銆?\r\n","readmeFilename":"README.md","_rev":"1-bc48a0afce398356e62b1136414fa0d9"}