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Data Analyst
by
2072932870wh-ui
· GitHub ↗
· v1.0.0
· MIT-0
55
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Install in OpenClaw
/install data-analyst-new
Description
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing st...
README (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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install data-analyst-new - After installation, invoke the skill by name or use
/data-analyst-new - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Data Analyst?
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing st... It is an AI Agent Skill for Claude Code / OpenClaw, with 55 downloads so far.
How do I install Data Analyst?
Run "/install data-analyst-new" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Data Analyst free?
Yes, Data Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Data Analyst support?
Data Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Data Analyst?
It is built and maintained by 2072932870wh-ui (@2072932870wh-ui); the current version is v1.0.0.
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