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Install in OpenClaw
/install pro-data-analyst
Description
Professional data analysis skill pack - SQL queries, Python analytics, visualization, and automated reports. Perfect for data analysts, developers, and busin...
Usage Guidance
This skill is an offline instruction pack of SQL and Python examples and appears internally consistent. Before using it: (1) confirm which data files the agent will access — avoid providing sensitive production data unless you trust the agent's execution context; (2) ensure your runtime has the needed Python packages (pandas, matplotlib/seaborn, scipy) before executing snippets; (3) note the SKILL.md is high-level in places (e.g., "auto-load CSV") so prefer explicit prompts like "load only /path/to/sample.csv" to avoid accidental access to other files; (4) because it’s instruction-only, nothing is downloaded by the skill itself, but an agent executing the provided code will read/write files locally — run on test data first; (5) if you want manual control, consider disabling autonomous skill invocation in your agent settings so the model cannot run these instructions without your confirmation.
Capability Analysis
Type: OpenClaw Skill
Name: pro-data-analyst
Version: 1.0.0
The skill bundle is a collection of SQL templates, Python data analysis snippets (using Pandas, Matplotlib, and Seaborn), and reporting guidelines for a data analyst persona. There are no signs of malicious code, data exfiltration, or harmful prompt injection in SKILL.md or _meta.json.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the SKILL.md content: SQL templates, Python/pandas examples, visualization and report templates. There are no unrelated environment variables, binaries, or installs requested.
Instruction Scope
The instructions are generally constrained to generating SQL, producing Python/pandas scripts, creating charts, and producing reports. However, some quick-start examples use shorthand like "[自动加载 CSV]" and high-level language such as "[生成统计摘要]" that are intentionally open-ended; that gives the agent discretion about how to load or access data (e.g., which files to read). The SKILL.md does not instruct the agent to contact external endpoints or read system secrets, but you should be aware that an agent following the skill could run the provided code locally and access files the agent has permission to read.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing will be written or downloaded by the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. The examples read/writes local data files (e.g., data.csv, output images) which is proportionate for a data-analysis skill.
Persistence & Privilege
Default permissions (not always:true). The skill does not request persistent or elevated platform privileges or modify other skills' configurations.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pro-data-analyst - After installation, invoke the skill by name or use
/pro-data-analyst - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: 30+ SQL templates, Python analytics, visualization, automated reports
Metadata
Frequently Asked Questions
What is Data Analyst Pro?
Professional data analysis skill pack - SQL queries, Python analytics, visualization, and automated reports. Perfect for data analysts, developers, and busin... It is an AI Agent Skill for Claude Code / OpenClaw, with 180 downloads so far.
How do I install Data Analyst Pro?
Run "/install pro-data-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Data Analyst Pro free?
Yes, Data Analyst Pro is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Data Analyst Pro support?
Data Analyst Pro is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Data Analyst Pro?
It is built and maintained by beibei030 (@beibei030); the current version is v1.0.0.
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