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marquesfelip
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billing-observability

Monitor billing events and detect anomalies across Stripe, Paddle, and Chargebee pipelines.

Updated Mar 29, 2026
Search Tags:#monitoring#observability#billing#prometheus#webhooks#anomalies#MRR
One-click install
npx skills add https://github.com/marquesfelip/agents-and-skills --skill billing-observability
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: billing-observability
Source: https://github.com/marquesfelip/agents-and-skills/tree/main/skills/billing-observability
Command: npx skills add https://github.com/marquesfelip/agents-and-skills --skill billing-observability

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Billing observability is essential to detect billing anomalies, ensure reliability, and enable rapid remediation of revenue-impacting issues in SaaS platforms.

Core Features & Use Cases

  • Billing event logging and metrics for Stripe, Paddle, and Chargebee.
  • Webhook health monitoring, payment outcome tracking, and subscription state transitions with structured dashboards.
  • Nightly revenue metrics snapshots (MRR/ARR) and anomaly detection to surface revenue risks.

Quick Start

Configure the observability layer to instrument Stripe webhooks, enable Prometheus-compatible metrics, and schedule nightly MRR snapshots.

Frequently Asked Questions about billing-observability

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor Stripe webhooks and detect billing anomalies in a SaaS pipeline?▼

You can monitor Stripe webhooks and detect billing anomalies by instrumenting your payment flows to emit Prometheus-compatible metrics for webhook health, payment outcomes, and subscription state changes.

What is the best way to track MRR and ARR snapshots for proactive billing observability?▼

Tracking MRR and ARR snapshots requires scheduling nightly revenue metric calculations that compare current values against historical data to automatically surface revenue risks and anomalies.

Does billing observability work with Paddle and Chargebee payment flows?▼

Billing observability supports Paddle and Chargebee flows by logging billing events and tracking subscription state transitions alongside Stripe to provide comprehensive payment outcome monitoring.

How do I emit Prometheus metrics for subscription state changes and payment outcomes?▼

To emit Prometheus metrics for subscription state changes, you configure the observability layer to instrument billing webhooks, enabling structured dashboards for tracking payment outcomes and reliability.

Why do I need proactive observability for billing health and webhook monitoring?▼

Proactive observability for billing health is needed to ensure reliability and enable rapid remediation of revenue-impacting issues by detecting anomalies in webhook delivery and payment processing.

Can I use Prometheus alerting for billing anomalies and failed payment tracking?▼

You can use Prometheus alerting for billing anomalies by configuring metrics emission for payment outcome tracking and webhook health monitoring to trigger alerts on failed payments.

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