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FetchOpenClaws AnswersUpdated Feb 26, 2026

How do I analyze data using OpenClaw?

Definitive Answer

Connect your database (PostgreSQL, MySQL, BigQuery, etc.) to an OpenClaw data analyst agent on FetchOpenClaws using read-only credentials. Then ask questions in plain English — "What were last month's top 10 products by revenue?" — and the agent generates SQL, executes the query, and presents results with charts. No SQL knowledge required.

Category: SkillsScenario: A product manager or business analyst who needs frequent data insights but does not want to write SQL or wait for a data engineer.

Answer Snapshot

  • Steps7
  • Pitfalls4
  • FAQ entries3

Quick Actions

Start Deploying

Step-by-Step Guide

  1. 1Deploy an OpenClaw agent with the Data Analyst skill on FetchOpenClaws.
  2. 2Connect your database using read-only credentials or an SSH tunnel for security.
  3. 3Configure which schemas and tables the agent can access.
  4. 4Ask your first question in natural language: "How many new users signed up this week compared to last week?"
  5. 5Review the generated SQL and query results — approve or refine.
  6. 6Save useful queries as scheduled reports with email or Slack delivery.
  7. 7Share dashboard widgets with team members for self-service analytics.

Example Prompt

Connect to my PostgreSQL database and create a weekly sales report that shows revenue by product category, top 10 customers, and week-over-week growth. Deliver it every Monday at 9am via Slack.

Common Pitfalls

  • Using write permissions instead of read-only — never give the agent write access to production databases
  • Not restricting schema access — limit the agent to only the tables it needs
  • Treating AI-generated SQL as infallible — always review complex queries before using results for decisions
  • Not saving frequently used queries — rediscovering the same reports wastes time

FAQ

User Feedback

Startup CTO

“The answer guides helped me choose the right deployment strategy and get our agent live in under an hour.”

DevOps Engineer

“The pitfalls list saved me from common misconfigurations that would have caused production outages.”

Agency Director

“Related tool links make these pages actionable — I go from question to working deployment in one session.”

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More About Skills

What makes OpenClaw different from ChatGPT or other AI models?

Someone evaluating whether to use a standard LLM chatbot or an OpenClaw agent for their business needs.

How does OpenClaw memory work?

A developer or business owner who wants to understand how OpenClaw memory functions before configuring it for their deployment.

How does OpenClaw evolution work?

A business evaluating whether an AI agent will improve over time or remain at the same quality level as when first deployed.

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