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Internal Reporting Agent

Gather data from multiple business tools, generate analysis reports, and distribute them via email or Slack on a schedule.

When to Use

  • -You want daily business metrics without manual gathering
  • -You need AI-generated analysis of your business data
  • -You want automated team reports every morning
  • -You want alerts when key metrics change significantly

Inputs

Data source API configs. Report schedule and recipients. Desired sections.

Outputs

Formatted reports (HTML email), metric dashboard, anomaly alerts.

Tools Required

OpenAIResend APIGoogle AnalyticsStripeHubSpot

Skill Safety

Every 4M Labs skill is designed to be readable, auditable, and easy to modify before use. Treat skills like code: review them before running, check tool permissions, and keep secrets out of prompts.

SKILL.md

---
name: internal-reporting-agent
description: Gives an agent the ability to gather data from multiple business tools, generate analysis reports, and distribute them via email or Slack on a schedule.
inputs:
  - data_sources: List of APIs to query (GA, Stripe, HubSpot, etc.)
  - report_schedule: When and how often to generate reports
  - recipients: Who should receive the reports
  - report_sections: What to include (summary, metrics, highlights)
outputs:
  - daily_report: Formatted HTML report with analysis
  - metric_dashboard: Key metrics over time
  - alert_notifications: Notable changes or anomalies
tools:
  - openai: Data analysis and report writing
  - resend_api: Email distribution
  - google_analytics: Web traffic data
  - stripe: Revenue and billing data
  - hubspot: Sales and marketing data
safety:
  - Store API tokens encrypted, never in prompts
  - Handle API failures gracefully with partial reports
  - Limit report to 5 sections max for readability
  - Test each data source integration individually first
---

# Internal Reporting Agent Skill

Gather data from multiple business tools, generate analysis reports, and distribute them via email or Slack on a schedule.

## When to Use

- You want daily business metrics without manual gathering
- You need AI-generated analysis of your business data
- You want automated team reports every morning
- You want alerts when key metrics change significantly

## How It Works

1. **Collect**: Query all configured data sources in parallel
2. **Analyze**: Use AI to find trends, anomalies, and insights
3. **Generate**: Write report with summary, metrics, highlights, action items
4. **Format**: Render as responsive HTML email or Slack message
5. **Distribute**: Send to configured recipients at scheduled time
6. **Alert**: Flag significant changes (revenue drop, spike in signups)

## Example Prompt

"Set up a daily report that gathers data from Google Analytics, Stripe, and HubSpot every morning. Generate a 3-paragraph executive summary, key metrics table, and top 3 action items. Email to the team at 8 AM."

## Related

- Recipe: /recipes/daily-report-agent
- Recipe: /recipes/crm-automation
Download SKILL.md

Related Recipes

Want internal reporting agent running in your business?

4M Labs can deploy internal reporting agent as a production workflow:

  • Connected to your tools and data sources
  • Secured for your team with proper access controls
  • Deployed with monitoring and error handling
  • Documented for handoff and future maintenance
Book an Implementation Sprint