Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...
数据来源：ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一：命令行安装（推荐）
推荐（无需提前安装 clawhub）
npx clawhub@latest --dir ~/.claude/skills install neural-memory或使用 clawhub CLI（需提前安装）
clawhub --dir ~/.claude/skills install neural-memory⚠️ 需要 Node.js 18+，没有 Node？请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二：手动下载安装（无需 Node）
下载 ZIP，解压后将文件夹放到以下路径，重启 Agent 即可：
安装路径
~/.claude/skills/neural-memory/💡解压后将文件夹放到上方路径，重启 Agent 即可生效
Persistent memory for AI agents — stores experiences as interconnected neurons, recalls through spreading activation.
nmem_recap() → nmem_recall(" ") nmem_remember(...) after each completed tasknmem_auto(action="process", text="brief summary")nmem_auto(action="flush", text="...") before /compactnmem_remember(content="Chose X over Y because Z", type="decision", priority=7, tags=["project", "topic"])| Signal | type | priority | |--------|------|----------| | Chose between alternatives | decision | 7 | | Fixed a bug (root cause + fix) | error | 7 | | Discovered a pattern | insight | 6 | | Learned user preference | preference | 8 | | Established a process | workflow | 6 | | Reusable fact | fact | 5 | | User instruction | instruction | 8 |
Quality (system scores 0-10 automatically):
ephemeral=true (24h, never synced)nmem_recall(query="project auth bug") # depth auto-detected| Tool | When | |------|------| | nmem_recall | Query memories (depth auto-detected) | | nmem_context | Load recent memories at session start | | nmem_recap | Resume session (level=1-3, topic="X") | | nmem_session | Track session state (get/set/end) | | nmem_edit | Fix wrong type/content/priority | | nmem_forget | Remove outdated memories (soft/hard) | | nmem_index | Scan codebase into memory graph | | nmem_train | Train docs into permanent knowledge | | nmem_health | Brain grade + top penalties to fix | | nmem_explain | Trace path between two concepts | | nmem_cognitive | Hypotheses + predictions dashboard |
All tools: compact=true saves 60-80% tokens.
安装 Neural Memory 后，可以对 AI 说这些话来触发它
Help me get started with Neural Memory
Explains what Neural Memory does, walks through the setup, and runs a quick demo based on your current project
Use Neural Memory to associative memory with spreading activation for persistent, intell...
Invokes Neural Memory with the right parameters and returns the result directly in the conversation
What can I do with Neural Memory in my documents & notes workflow?
Lists the top use cases for Neural Memory, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/neural-memory/ 目录（个人级，所有项目可用），或 .claude/skills/neural-memory/（项目级）。重启 AI 客户端后，用 /neural-memory 主动调用，或让 AI 根据上下文自动发现并使用。
Neural Memory 支持 Claude、Cursor、OpenClaw，可与这些 AI 平台无缝集成，扩展其能力。
Neural Memory 可免费安装使用。请查阅仓库了解许可证信息。
Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...
Neural Memory 属于「Documents & Notes」分类，该分类的技能帮助 AI 智能体在此领域执行专业任务。
Automate my documents & notes tasks using Neural Memory
Identifies repetitive steps in your workflow and sets up Neural Memory to handle them automatically