openclaw/371166758-qq/mem0-tech-tree
371166758-qq/mem0-tech-tree/SKILL.md
# Mem0 Tech Tree Memory System v5 科技树架构：知识节点有依赖关系、解锁路径、协同加成 ## 核心概念 | 概念 | 说明 | |------|------| | 🌳 节点 (Node) | 一条知识/技能/经验，有唯一ID | | 🔗 边 (Edge) | 节点间关系：dependency(前置依赖)、synergy(协同加成)、related(关联) | | 🌿 分支 (Branch) | 领域方向：技术/内容创作/学习/工作/生活 | | 📊 层级 (Tier) | T1(了解)→T5(创新)，自动检测 | | 🎯 状态 (State) | ⬜new → 🔘available → ✅unlocked → ⭐mastered | ## 科技树如何工作 ``` ⬜ T1 [n0001] 了解Python基础语法 ⬜ T2 [n0003] 熟悉playwright浏览器自动化 │ ⬜ T4 [n0005] 精通即梦AI自动化流程 ⬜ T2 [n0006] 配置ffmpeg合成视频和音频 ``` - n0003(n0005的前置)
$ install --global
skillsauthnpx skillsauth add openclaw/skills 371166758-qq/mem0-tech-treeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
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Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
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TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
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CrowdStrikeAdvanced threat intelligence
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OSV-ScannerOpen Source Vulnerability database check
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OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 6:51 AM201.4s1 file scanned
SKILL.md
Mem0 Tech Tree Memory System v5
科技树架构：知识节点有依赖关系、解锁路径、协同加成
核心概念
| 概念 | 说明 | |------|------| | 🌳 节点 (Node) | 一条知识/技能/经验，有唯一ID | | 🔗 边 (Edge) | 节点间关系：dependency(前置依赖)、synergy(协同加成)、related(关联) | | 🌿 分支 (Branch) | 领域方向：技术/内容创作/学习/工作/生活 | | 📊 层级 (Tier) | T1(了解)→T5(创新)，自动检测 | | 🎯 状态 (State) | ⬜new → 🔘available → ✅unlocked → ⭐mastered |
科技树如何工作
⬜ T1 [n0001] 了解Python基础语法
⬜ T2 [n0003] 熟悉playwright浏览器自动化
│ ⬜ T4 [n0005] 精通即梦AI自动化流程
⬜ T2 [n0006] 配置ffmpeg合成视频和音频
- n0003(n0005的前置): 不会playwright就不可能做即梦自动化
- T1→T4: 从入门到精通的进阶路径
- 跨分支节点自动发现协同关系
用法
# 存储（自动检测分支、层级、类型）
python3 mem0_skill.py store "精通ComfyUI部署和模型训练"
# 检索（目录定位→范围搜索+依赖路径）
python3 mem0_skill.py retrieve "自动化发布视频"
# 查看科技树地图
python3 mem0_skill.py tree # 全局
python3 mem0_skill.py tree 技术 # 指定分支
# 查看节点详情（依赖+解锁+协同）
python3 mem0_skill.py info n0005
# 查目录（O(1)关键词查找）
python3 mem0_skill.py catalog CDP
# 概览
python3 mem0_skill.py list
# 清除
python3 mem0_skill.py clear
检索流程
查询 → 查目录(关键词O(1)) → 定位节点 → 范围内评分 → 返回知识+依赖路径+协同
AI优势
- 自动依赖发现: "学会playwright"自动成为"精通即梦自动化"的前置
- 自动层级检测: "了解/学会/掌握/精通/创新" → T1-T5
- 协同加成: 技术+内容创作交叉节点自动标记synergy
- 进度系统: new→available→unlocked→mastered，高频访问节点自动升级
- 完美回忆: 原始内容不篡改，每次检索强化但不修改
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