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powerdrill-data-analysis

作者 javainthinking · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install powerdrill-data-analysis-skill
功能描述
This skill should be used when the user wants to analyze, explore, visualize, or query data using Powerdrill. Covers listing, creating, and deleting datasets; uploading local files as data sources; creating analysis sessions; running natural-language data analysis queries; and retrieving charts, tables, and insights. Triggers on requests like "analyze my data", "query my dataset", "upload this file for analysis", "list my datasets", "create a dataset", "visualize sales trends", "continue my previous analysis", "delete this dataset", or any data exploration task mentioning Powerdrill.
安全使用建议
Before installing: 1) Note the registry metadata omits required env vars — you must set POWERDRILL_USER_ID and POWERDRILL_PROJECT_API_KEY for the skill to work. 2) The skill can read and upload arbitrary local files to https://ai.data.cloud/api; avoid pointing it at sensitive system files or secrets and only upload data you control. 3) Verify the API endpoint and documentation (confirm ai.data.cloud/api is the correct Powerdrill endpoint for your account) and limit the API key scope/permissions where possible. 4) Because the source/homepage is unknown, prefer installing only if you trust the publisher; consider testing in an isolated environment with a throwaway API key and dataset, and do not enable broad autonomous access for agents that have filesystem access unless you explicitly allow the specific file operations you want.
功能分析
Type: OpenClaw Skill Name: powerdrill-data-analysis-skill Version: 1.0.0 The skill provides a Python client for the Powerdrill Data Analysis API, enabling data upload, analysis, and management. All network communication is directed to the legitimate `https://ai.data.cloud/api` endpoint. The script reads API credentials from environment variables, which is standard for API clients. File system access is limited to reading a specified `file_path` for upload, a core function of the skill. There is no evidence of intentional harmful behavior such as unauthorized data exfiltration, malicious execution, persistence, or prompt injection attempts against the agent in the documentation or code.
能力评估
Purpose & Capability
The SKILL.md and included Python client clearly require two environment variables (POWERDRILL_USER_ID and POWERDRILL_PROJECT_API_KEY) and call the Powerdrill API; however the registry metadata lists no required env vars or primary credential. That mismatch (metadata claims none, runtime requires credentials) is inconsistent. Aside from that, requested capabilities (dataset/session/job management and file upload) align with the stated purpose.
Instruction Scope
The runtime instructions and client code direct the agent to upload arbitrary local files (upload_local_file / upload_and_create_data_source) and to read file paths provided by the user. This is necessary for data-analysis functionality but also means the skill can read and transmit arbitrary local files to https://ai.data.cloud/api. The SKILL.md instructs inserting an absolute scripts path (sys.path manipulation). The instructions otherwise only reference the two Powerdrill env vars and the Powerdrill API; they do not request unrelated system secrets, but the file-upload capability is a sensitive operation.
Install Mechanism
There is no install spec (instruction-only skill) and the package contains a Python client file. No remote downloads or installer scripts are used. This is lower risk than a skill that downloads/extracts remote binaries.
Credentials
The only runtime secrets used are the two Powerdrill env vars, which are proportionate to the described API usage. However the skill registry metadata does not declare these required environment variables (declared: none), producing an inconsistency that could lead users to miss that they'd need to provide API credentials. The skill does not request unrelated credentials, but the un-declared required env vars should be fixed/declared.
Persistence & Privilege
The skill does not request permanent/always-on presence (always:false) and does not modify other skills. Autonomous model invocation is enabled by default (normal for skills). Be aware that, combined with the ability to read/upload local files, autonomous invocation increases the risk of unintended data exfiltration if the agent is granted file-system access or is allowed to call the skill without strict controls.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install powerdrill-data-analysis-skill
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /powerdrill-data-analysis-skill 触发
  4. 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
powerdrill-data-analysis 1.0.0 - Initial release of the Powerdrill Data Analysis skill. - Supports listing, creating, and deleting datasets; uploading files; creating data sources; session and job management; and running natural language data analysis queries through the Powerdrill API. - Includes detailed usage instructions, environment setup, and workflow examples. - Provides helper functions for common data exploration and visualization tasks.
元数据
Slug powerdrill-data-analysis-skill
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 1
常见问题

powerdrill-data-analysis 是什么?

This skill should be used when the user wants to analyze, explore, visualize, or query data using Powerdrill. Covers listing, creating, and deleting datasets; uploading local files as data sources; creating analysis sessions; running natural-language data analysis queries; and retrieving charts, tables, and insights. Triggers on requests like "analyze my data", "query my dataset", "upload this file for analysis", "list my datasets", "create a dataset", "visualize sales trends", "continue my previous analysis", "delete this dataset", or any data exploration task mentioning Powerdrill. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1239 次。

如何安装 powerdrill-data-analysis?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install powerdrill-data-analysis-skill」即可一键安装,无需额外配置。

powerdrill-data-analysis 是免费的吗?

是的,powerdrill-data-analysis 完全免费(开源免费),可自由下载、安装和使用。

powerdrill-data-analysis 支持哪些平台?

powerdrill-data-analysis 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 powerdrill-data-analysis?

由 javainthinking(@javainthinking)开发并维护,当前版本 v1.0.0。

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