📦 Neural Memory — 联想记忆库
v1.0.1受神经网络启发的本地记忆系统，支持激活扩散与联想检索，零配置即可使用，接入 LLM 后自动升级为智能意图分析引擎。
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by 下载技能包
最后更新
2026/4/22
安全扫描
OpenClaw
可疑
medium confidenceNULL
评估建议
This skill appears to implement a local neural-memory system and will read and persist memory files under a ~/.openclaw/neural-memory path. Before installing: (1) Inspect where the skill will be installed (the SKILL.md suggests ~/.openclaw/skills/... while the setup writes to ~/.openclaw/neural-memory — confirm expected paths). (2) Be cautious about supplying any LLM API keys; the code looks for multiple env vars (NEURAL_MEMORY_LLM_*, OPENROUTER_API_KEY) and may use an available OpenAI/openroute...详细分析 ▾
✓ 用途与能力
The code and README implement a local neural-memory system (neurons, synapses, activation spreading, storage). Required binaries (python) and the optional LLM integration align with the declared purpose. The presence of an adapter that merges results with OpenClaw's memory search is consistent with a memory-enhancement skill.
ℹ 指令范围
Runtime instructions and code operate on local storage under ~/.openclaw/neural-memory and expose APIs like think(), learn_and_think(), save(). However the ThinkingAdapter imports and calls openclaw.memory.memory_search and maps neurons to files such as UserProfile.md and Preferences.md — meaning the skill will access and reuse other system memory/search results. This is plausible for a memory-augmentation skill but increases the scope of data the skill can read and return.
✓ 安装机制
There is no remote download/install URL; this is an instruction-and-code skill with Python scripts bundled. No extract-from-URL or installer that pulls arbitrary binaries was included. Installation appears to be via the platform's skill installer (npx clawhub) which places these files locally.
⚠ 凭证需求
LLM integration is optional and requires API keys, which is reasonable. However the skill references multiple environment variable conventions (SKILL.md suggests NEURAL_MEMORY_LLM_API_KEY/NEURAL_MEMORY_LLM_BASE_URL/NEURAL_MEMORY_LLM_MODEL; intent_layer._get_openrouter_key looks for OPENROUTER_API_KEY; some code tries to use the openai client if present). This multiplicity could cause the skill to pick up an existing LLM credential unexpectedly. No other unrelated credentials are requested.
ℹ 持久化与权限
The skill does not request 'always: true' and follows normal autonomy defaults. Its config templates enable integration options (e.g., memory_search_enhancement, create_thinking_endpoint, auto_link_knowledge) and the adapter constructs an integration that will call into platform memory — this gives it broader local data access but does not itself elevate system privileges. Review how the platform wires adapters/endpoints before enabling.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.12026/3/17
NULL
● 无害
安装命令
点击复制官方npx clawhub@latest install neural-memory-cn
镜像加速npx clawhub@latest install neural-memory-cn --registry https://cn.longxiaskill.com镜像同步中