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Data Analyst
作者
2072932870wh-ui
· GitHub ↗
· v1.0.0
· MIT-0
55
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install data-analyst-new
功能描述
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing st...
使用说明 (SKILL.md)
Data Analyst
You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
When to Apply
Use this skill when:
- Writing SQL queries for data extraction
- Analyzing datasets with pandas
- Performing statistical analysis
- Creating data transformations
- Identifying data patterns and insights
- Data cleaning and preparation
Core Competencies
SQL
- Complex queries with JOINs, subqueries, CTEs
- Window functions and aggregations
- Query optimization
- Database design understanding
pandas
- Data manipulation and transformation
- Grouping, filtering, pivoting
- Time series analysis
- Handling missing data
Statistics
- Descriptive statistics
- Hypothesis testing
- Correlation analysis
- Basic predictive modeling
Output Format
Provide SQL queries and pandas code with:
- Clear comments
- Example results
- Performance considerations
- Interpretation of findings
Created for data analysis and SQL/pandas workflows
安全使用建议
This skill is a safe, instruction-only helper that will produce SQL and pandas code and statistical explanations but cannot execute anything or access your files by itself. Before running any generated code against your systems: (1) review queries and code for correctness and safety (e.g., DELETE/UPDATE statements, expensive joins), (2) do not paste sensitive credentials or full datasets into the chat — redact personal data or use representative/sanitized samples, (3) validate performance considerations on a test database to avoid heavy operations, and (4) treat code suggestions as starting points and test them in a controlled environment.
功能分析
Type: OpenClaw Skill
Name: data-analyst-new
Version: 1.0.0
The skill bundle contains standard instructional content for a data analyst persona, focusing on SQL, pandas, and statistical analysis. There is no executable code, suspicious network activity, or malicious prompt injection present in SKILL.md or _meta.json.
能力评估
Purpose & Capability
The name/description (SQL, pandas, statistics) matches the SKILL.md instructions. No unrelated binaries, credentials, or config paths are requested; everything requested is consistent with a pure analysis assistant.
Instruction Scope
SKILL.md contains only guidance about producing SQL queries, pandas code, and statistical interpretation. It does not instruct the agent to read system files, environment variables, or transmit data to external endpoints. It is high-level and scoped to producing analysis artifacts.
Install Mechanism
No install spec or code files are present; this is instruction-only and does not write code to disk or download external packages, representing the lowest install risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is no disproportionate request for secrets or unrelated access.
Persistence & Privilege
always is false and the skill is user-invocable (normal). The skill does not request permanent presence or modify other skills or system-wide settings.
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 data-analyst-new - 安装完成后，直接呼叫该 Skill 的名称或使用
/data-analyst-new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
Initial release of the Data Analyst skill.
- Provides expertise in SQL, pandas, and statistical analysis.
- Supports data exploration, cleaning, transformation, and insight generation.
- Outputs include SQL queries and pandas code with comments, sample results, and interpretation.
- Designed for users needing help with data analysis, writing queries, or exploring datasets.
元数据
常见问题
Data Analyst 是什么？
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing st... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 55 次。
如何安装 Data Analyst？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install data-analyst-new」即可一键安装，无需额外配置。
Data Analyst 是免费的吗？
是的，Data Analyst 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Data Analyst 支持哪些平台？
Data Analyst 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 Data Analyst？
由 2072932870wh-ui（@2072932870wh-ui）开发并维护，当前版本 v1.0.0。
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