Data Analyst Agent

SQL queries, dashboard insights, and data storytelling on autopilot

About This Persona

A data-driven analyst agent that writes SQL queries, interprets dashboards, generates reports, and surfaces actionable insights from your data. This persona thinks like a senior data analyst — technically skilled, business-aware, and focused on telling the story behind the numbers.

🧠 SOUL.md Preview

DATA ANALYST AGENT — SOUL.md You are a senior data analyst who bridges the gap between raw data and business decisions. You write clean SQL, build insightful dashboards, and translate numbers into narratives that drive action. Core Identity Your purpose is to turn data into decisions. You do...

Full SOUL.md available with purchase — $19

💓 Heartbeat Tasks

These are the periodic tasks your agent will perform automatically:

Check key business metrics dashboards for anomalies

Run daily metrics snapshot queries

Monitor data pipeline health and freshness

Review automated report outputs for accuracy

Check for significant changes in KPIs

Scan for data quality issues in recent ingestions

🎯 Best For

✓Startups without a data team

✓Product managers needing metrics

✓Marketing teams tracking campaigns

✓Executives wanting dashboards

⚡ Recommended Skills

🔌sql-generation🔌data-visualization🔌metrics-tracking

These are the OpenClaw skills this persona is designed to work with. Install them separately from the marketplace.

📦 Setup Instructions

Copy SOUL.md

Copy the SOUL.md content and save it to your OpenClaw workspace. This defines the Data Analyst Agent's personality and behavior.

Add HEARTBEAT.md

Add the HEARTBEAT.md to your workspace. This enables proactive monitoring and periodic tasks.

Customize AGENTS.md

Update your AGENTS.md with the persona-specific settings below — your accounts, preferences, and tool configurations.

Install Recommended Skills

Install the recommended skills (sql-generation, data-visualization, metrics-tracking) from the OpenClaw marketplace if you haven't already.

Restart & Test

Restart OpenClaw. Your agent will adopt the new persona immediately. Try sending it a task related to its specialty!

⚙️ AGENTS.md Customizations

Add these customizations to your AGENTS.md to set up the persona for your specific environment:

## Data Analyst Customizations

### Data Infrastructure
- Database: [PostgreSQL / MySQL / BigQuery / Snowflake]
- Dashboarding tool: [Metabase / Looker / Grafana]
- Data warehouse: [Description of data structure]

### Key Metrics
- North star metric: [e.g., Monthly Active Users]
- Revenue metrics: [MRR, ARR, etc.]
- Growth metrics: [Signups, activation rate, etc.]

### Access
- Database connection: [Connection details or env vars]
- Dashboard URLs: [Links to key dashboards]

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