技能详情（站内镜像，无评论）
作者：Krishna Aditya @AadiPapp
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 758 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：良性 · OpenClaw ：良性
Package：aadipapp/neuralink-decoder
安全扫描（ClawHub）
- VirusTotal ：良性
- OpenClaw ：良性
OpenClaw 评估
The skill's code and instructions match its stated purpose: it locally simulates neural spiking and decodes it to cursor movement, with no network calls or credential access.
目的
The name/description (BCI simulation & decoder) aligns with the included Python script and README. There are no unrelated environment variables, binaries, or config paths requested.
说明范围
SKILL.md and README simply instruct running the included script. The runtime instructions and script operate locally, printing results; they do not read system config, access external endpoints, or request unrelated data.
安装机制
There is no install spec (instruction-only), which is low risk. However, the code imports numpy but the skill does not declare dependencies or provide installation steps; users will need Python + numpy available to run the script.
证书
No environment variables, credentials, or config paths are required. The skill does not attempt to access unrelated secrets or services.
持久
always is false and the skill does not request persistent/system-wide privileges. It does not modify other skills or agent configuration.
综合结论
This skill appears internally consistent and low-risk: it runs a local simulation and prints results, with no network access or credential use. Before installing or running: (1) review the script yourself (it's short and readable); (2) run it in a sandbox or isolated environment if you have any doubt; (3) ensure Python and numpy are installed (the skill does not include an install step); and (4) note the source/homepage are unknown—if you need…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「NeuralEntropy」。简介：Simulates and decodes neural spike activity into cursor movement (BCI).。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aadipapp/neuralink-decoder/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: neuralink-decoder
description: Simulates and decodes neural spike activity into cursor movement (BCI).
author: tempguest
version: 0.1.0
license: MIT
---
# Neuralink Decoder Skill
This skill simulates a Brain-Computer Interface (BCI).
It generates synthetic neural spiking data based on cosine tuning (motor cortex model) and uses a linear decoder to reconstruct cursor velocity.
## Features
- **Neural Simulator**: Generates realistic spike trains for 64 neurons.
- **Decoder**: Maps spike rates to 2D velocity ($v_x, v_y$).
- **Visualization**: Prints the decoded trajectory.
## Commands
- `decode`: Run the simulation and decoding loop.