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Clay
作者
Jiahui (Clay) Yang
· GitHub ↗
· v1.0.0
· MIT-0
140
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当前安装
1
版本数
在 OpenClaw 中安装
/install pmu-data-quality-skill
功能描述
Run data quality checks on PMU (Phasor Measurement Unit) data. Use when the user asks to validate, check, or audit PMU measurements including frequency, volt...
安全使用建议
This skill appears to be a straightforward local PMU CSV quality checker. Before installing/running: 1) Review the full script if you need to be certain it won't access other files or networks (the visible code imports pandas/numpy and writes local reports). 2) Run it in an environment with Python and the required libraries (pandas, numpy) installed or in a sandbox if the data is sensitive. 3) Be aware it reads whatever CSV path you provide and writes flagged output next to it — avoid pointing it at directories containing unrelated sensitive files. 4) If you plan to use it in production, confirm the limits_config.json matches your system and review any further code not shown to ensure no unexpected network or subprocess calls.
功能分析
Type: OpenClaw Skill
Name: pmu-data-quality-skill
Version: 1.0.0
The pmu-data-quality skill bundle is a legitimate tool for validating Phasor Measurement Unit (PMU) data in CSV format. The primary script, scripts/pmu_quality_check.py, uses standard data processing libraries (pandas, numpy) to perform range and continuity checks against configurable limits defined in templates/limits_config.json. There is no evidence of data exfiltration, malicious execution, or prompt injection; the code operates locally on user-provided files and outputs results to stdout and a local CSV file.
能力评估
Purpose & Capability
Name/description match the included files: SKILL.md, a sample CSV, a limits config, and a Python script that implements frequency, voltage, phasor angle, missing-data, and timestamp-gap checks. All requested actions (reading a CSV, applying configurable limits, producing reports) are appropriate for a PMU data quality tool.
Instruction Scope
Runtime instructions restrict the skill to asking for a PMU CSV, checking columns, running the provided Python script, and reporting local outputs. The SKILL.md does not instruct the agent to read unrelated system files, environment variables, or send data to external endpoints.
Install Mechanism
This is an instruction-only skill with an included Python script (no install spec). The script imports pandas and numpy but the skill does not declare these dependencies or require 'python' as a runtime binary; users should ensure a compatible Python environment with required packages is available before running.
Credentials
The skill requests no environment variables, credentials, or config paths. All file access is limited to user-supplied CSVs, the included templates, and locally produced reports, which is proportionate to the stated purpose.
Persistence & Privilege
always is false and the skill does not request persistent or elevated privileges. It does write output files (flagged CSV and optional HTML) alongside input files, which is expected for a reporting tool.
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 pmu-data-quality-skill - 安装完成后,直接呼叫该 Skill 的名称或使用
/pmu-data-quality-skill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
pmu-data-quality-skill 1.0.0 — Initial release
- Adds automated data quality checks for PMU (Phasor Measurement Unit) CSV files, including frequency, voltage magnitude, phasor angles, missing data, and timestamp continuity.
- Supports configurable security limits and flexible column mappings via JSON config.
- Generates summary reports, flagged-row CSVs, and optional HTML reports with charts.
- Usable via command-line interface with clear usage instructions for standard and custom checks.
元数据
常见问题
Clay 是什么?
Run data quality checks on PMU (Phasor Measurement Unit) data. Use when the user asks to validate, check, or audit PMU measurements including frequency, volt... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 140 次。
如何安装 Clay?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install pmu-data-quality-skill」即可一键安装,无需额外配置。
Clay 是免费的吗?
是的,Clay 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Clay 支持哪些平台?
Clay 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 Clay?
由 Jiahui (Clay) Yang(@clayutk)开发并维护,当前版本 v1.0.0。
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