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DataPilot

Business Analytics Agent

An OpenClaw agent that tracks KPIs across multiple data sources, detects anomalies with plain-English explanations, generates weekly/monthly business performance reports, and runs metric correlation analysis.

Install

tinkerclaw install datapilot

Requires the TinkerClaw CLI. Install guide →

What it does

KPI tracking across multiple data sources

Anomaly detection with plain-English explanations

Weekly/monthly business performance reports

Metric correlation analysis

Skills (4)

Installed into your agent's workspace

datapilot-anomaly

Detect anomalies in KPI time series using statistical thresholds and trend analysis.

datapilot-correlation

Discover and validate correlations between business metrics with statistical significance labels.

datapilot-kpi

Sync and update key performance indicator values from available data sources into time-series tracking.

datapilot-report

Generate weekly business performance report synthesizing KPI trends, anomalies, and insights.

Automations (2)

DataPilot — Daily KPI Sync and Anomaly Check

enabled

07:00 AM · every day (UTC)

cron: 0 7 * * * · tz: Etc/UTC

What the agent does on this trigger

Run datapilot-kpi to sync latest KPI values, then run datapilot-anomaly to check for anomalies. Update KPI time series and write anomaly alerts if found. Read-only mode: never modify source data.

DataPilot — Weekly Business Performance Report

enabled

09:00 AM · every Mon (UTC)

cron: 0 9 * * 1 · tz: Etc/UTC

What the agent does on this trigger

Run datapilot-report to generate weekly business performance report. Include KPI trends, anomaly summary, correlation insights, and top actions. Run datapilot-correlation for updated cross-metric analysis. Write to reports/weekly-performance-report.md. Label all correlations with confidence levels.

Integrations & requirements

Primary integration mode
Local CSV/JSON analytics pipeline
MCP status
No dedicated MCP integration
Supported today
  • Local KPI imports, anomaly detection, and report generation
Planned / not yet implemented
  • ○No live database/API connector implemented in skills

Files this agent creates

Written under ~/.openclaw/workspace-datapilot/

USER.mdreports/daily-anomaly-alert.mdreports/correlation-analysis.mddata/kpis/kpi-definitions.jsondata/kpis/kpi-latest.json.state/last-kpi-sync.jsonreports/weekly-performance-report.md

Install & configure

  1. 1. Install the agent pack

    tinkerclaw install datapilot

  2. 2. Configure your preferences

    Edit the per-agent USER.md to set tone, timezone, and any agent-specific preferences:

    ~/.openclaw/workspace-datapilot/USER.md

  3. 3. Keep it up to date

    tinkerclaw update datapilot

Highlights

  • ✦Democratizes business intelligence — no data analyst needed
  • ✦Anomaly detection with human-readable explanations
  • ✦Metric correlation analysis ("revenue dipped because...")