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neural-learning-engine
by
AiNeuralAgency
· GitHub ↗
· v1.0.0
· MIT-0
203
Downloads
1
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install neural-learning-engine
Description
Simulates a neural network learning loop by detecting input patterns, storing them in memory, and generating improved, adaptive responses over time.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install neural-learning-engine - After installation, invoke the skill by name or use
/neural-learning-engine - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is neural-learning-engine?
Simulates a neural network learning loop by detecting input patterns, storing them in memory, and generating improved, adaptive responses over time. It is an AI Agent Skill for Claude Code / OpenClaw, with 203 downloads so far.
How do I install neural-learning-engine?
Run "/install neural-learning-engine" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is neural-learning-engine free?
Yes, neural-learning-engine is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does neural-learning-engine support?
neural-learning-engine is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created neural-learning-engine?
It is built and maintained by AiNeuralAgency (@aineuralagency); the current version is v1.0.0.
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