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neural-learning-engine
作者
AiNeuralAgency
· GitHub ↗
· v1.0.0
· MIT-0
203
总下载
1
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install neural-learning-engine
功能描述
Simulates a neural network learning loop by detecting input patterns, storing them in memory, and generating improved, adaptive responses over time.
安全使用建议
This skill is a conceptual recipe rather than runnable code. It does not request permissions or install anything, so the direct security risk is low. Before relying on it in production, decide how you want 'memory' implemented (ephemeral agent memory vs. a persistent database), and if you add external integrations (APIs, storage), require explicit environment variables and review those additions. Also be mindful of privacy: if the agent persists user inputs/patterns, make sure you have retention and data-protection policies in place.
功能分析
Type: OpenClaw Skill
Name: neural-learning-engine
Version: 1.0.0
The skill bundle consists of a metadata file and a markdown document (SKILL.MD) describing a conceptual neural network simulation. It contains no executable code, shell commands, or instructions that could be interpreted as prompt injection or malicious behavior. The content is purely descriptive and focuses on simulating pattern recognition and memory within an AI agent's logic.
能力评估
Purpose & Capability
Name and description match the SKILL.md content: a conceptual pipeline (Input → Processing → Memory → Output) for simulating pattern detection and adaptive responses. Nothing in the metadata or SKILL.md asks for unrelated resources or permissions.
Instruction Scope
Instructions are high-level and purely conceptual; they do not include commands, file I/O, network calls, or explicit persistence mechanics. The SKILL.md repeatedly references storing patterns in 'memory' but does not specify how or where memory is persisted (agent memory, external DB, file), leaving implementation details to the host agent.
Install Mechanism
No install spec and no code files (instruction-only). This minimizes disk writes and supply-chain risk; there are no third-party downloads or package installs to evaluate.
Credentials
The skill declares no required environment variables, credentials, or config paths. That matches the instruction-only nature and the absence of external integrations in the runtime instructions.
Persistence & Privilege
always:false and default autonomous invocation are set (normal). The skill does not request permanent presence or attempt to modify system or other skills' configurations. Note: because it references 'memory', any persistence will depend on the agent's own memory storage policy, not the skill itself.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install neural-learning-engine - 安装完成后，直接呼叫该 Skill 的名称或使用
/neural-learning-engine触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Neural Learning Engine v1.0.0
- Initial release of the Neural Learning Engine skill.
- Simulates a neural network learning loop: input processing, pattern recognition, memory storage, and adaptive response.
- Provides structured, confidence-scored JSON outputs.
- Designed for easy integration into AI agents, dashboards, APIs, and automation workflows.
- Serves as a lightweight, extensible foundation for neural-based AI systems.
元数据
常见问题
neural-learning-engine 是什么？
Simulates a neural network learning loop by detecting input patterns, storing them in memory, and generating improved, adaptive responses over time. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 203 次。
如何安装 neural-learning-engine？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install neural-learning-engine」即可一键安装，无需额外配置。
neural-learning-engine 是免费的吗？
是的，neural-learning-engine 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
neural-learning-engine 支持哪些平台？
neural-learning-engine 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 neural-learning-engine？
由 AiNeuralAgency（@aineuralagency）开发并维护，当前版本 v1.0.0。
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