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NVEIL — AI Data Visualization & Processing
作者
pierrejacquet
· GitHub ↗
· v0.1.1
· MIT-0
93
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0
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当前安装
2
版本数
在 OpenClaw 中安装
/install nveil
功能描述
NVEIL is an AI-powered data-processing and visualization toolkit — describe joins, aggregations, pivots, resampling, geocoding, time-series analysis, feature...
安全使用建议
This skill appears internally consistent, but before installing: (1) confirm you trust the NVEIL project and verify the PyPI/package publisher and version; (2) read NVEIL's privacy docs to understand exactly which metadata (column names, types, summary stats) are sent to the remote planner and whether any sensitive-derived values might be transmitted; (3) consider limiting the API key's scope or using a separate account for this tool; (4) if your data is highly sensitive, ask whether a self-hosted planner or fully offline mode is available; (5) require explicit user confirmation before the agent invokes the skill autonomously (if your agent allows that policy) and inspect any generated `.nveil` specs before sharing.
功能分析
Type: OpenClaw Skill
Name: nveil
Version: 0.1.1
The nveil skill bundle is a legitimate integration for a data science toolkit that provides an abstraction layer for data processing and visualization. It transparently discloses that while raw data remains local, metadata (schema and summary statistics) is sent to api.nveil.com for task planning. The SKILL.md instructions are designed to guide the AI agent on how to use the nveil CLI and Python library effectively, emphasizing privacy and deterministic execution without any evidence of malicious intent, unauthorized data exfiltration, or hidden persistence mechanisms.
能力标签
能力评估
Purpose & Capability
Name/description say NVEIL plans remotely and runs locally; SKILL.md and README require only NVEIL_API_KEY and instruct the agent to invoke the local `nveil` CLI. Requesting an API key to gate a remote planning service is coherent with the stated capability.
Instruction Scope
Instructions direct the agent to run the local `nveil` CLI or import the Python package and to read user data in order to generate summaries/specs. The SKILL.md explicitly states raw rows do not leave but that column names, types, and summary statistics are sent to the remote planner. This is expected for the stated design, but it is an important privacy-related detail the user should verify.
Install Mechanism
There is no automatic install in the skill itself; the README/SKILL.md instructs users to `pip install nveil` from PyPI. That is a standard, proportionate install mechanism for a Python CLI package.
Credentials
Only a single credential (NVEIL_API_KEY) is required and is described as the gate to the remote planning service. That matches the declared primaryEnv; no unrelated credentials or config paths are requested.
Persistence & Privilege
The skill is not marked always:true and does not request system-wide config changes. Autonomous invocation is allowed (platform default) but not excessive given the skill's purpose.
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 nveil - 安装完成后，直接呼叫该 Skill 的名称或使用
/nveil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
v0.1.1
Clearer display name
v0.1.0
Initial release of the nveil skill.
- Introduces NVEIL as an AI-powered data-processing and visualization toolkit that plans remotely and executes locally, keeping user data private.
- Supports natural language tasks for joins, aggregation, pivots, resampling, geocoding, time-series analysis, feature engineering, and a wide range of 2D/3D visualizations.
- Handles data input types including tables (CSV, Parquet, JSON, Excel), multi-dataset joins, volumes/medical images (DICOM, MHD), images, and geospatial data.
- Provides both CLI and Python APIs; recommends CLI by default unless task requires introspection or stateful use.
- Requires an NVEIL API key for planning; only metadata is sent to the server, raw data stays local.
- Includes clear setup, invocation guidance, and practical recipes for both CLI and Python usage.
元数据
常见问题
NVEIL — AI Data Visualization & Processing 是什么？
NVEIL is an AI-powered data-processing and visualization toolkit — describe joins, aggregations, pivots, resampling, geocoding, time-series analysis, feature... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 93 次。
如何安装 NVEIL — AI Data Visualization & Processing？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install nveil」即可一键安装，无需额外配置。
NVEIL — AI Data Visualization & Processing 是免费的吗？
是的，NVEIL — AI Data Visualization & Processing 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
NVEIL — AI Data Visualization & Processing 支持哪些平台？
NVEIL — AI Data Visualization & Processing 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 NVEIL — AI Data Visualization & Processing？
由 pierrejacquet（@pierrejacquet）开发并维护，当前版本 v0.1.1。
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