Generate production-ready Prometheus alerting rules and Grafana dashboard JSON configurations using simple natural language descriptions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install monitor-gen
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install monitor-gen using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Monitoring Config Generator?
The Monitoring Config Generator is a powerful utility designed to bridge the gap between infrastructure deployment and full-stack observability. By leveraging Openclaw Skills, developers can bypass hours of manual documentation reading and PromQL writing. This tool transforms high-level service descriptions into functional monitoring assets, ensuring that performance bottlenecks and failures are caught before they impact end users.
This skill provides the foundational metrics and visualization layers needed for modern operations, allowing teams to focus on building features rather than wrestling with configuration syntax. It is particularly effective for teams looking to standardize their monitoring stack across multiple environments using Openclaw Skills.
Monitoring Config Generator Use Cases
- Bootstrapping observability for new microservices without manual configuration.
- Standardizing alerting rules across multiple teams using Openclaw Skills.
- Generating complex PromQL queries for database clusters like Postgres or Redis.
- Creating ready-to-import Grafana dashboard JSON files for immediate visualization.
- Learning Prometheus syntax through generated examples for specific tech stacks.
How Monitoring Config Generator Works
- The user provides a natural language description of their infrastructure or service stack.
- The skill analyzes common architecture patterns to identify relevant metric names and labels.
- PromQL queries are generated for alerting thresholds based on industry standard best practices.
- Grafana dashboard panels are structured into a valid JSON schema ready for import.
- The final configuration is outputted to the terminal or a file for immediate deployment as part of the Openclaw Skills ecosystem.
Monitoring Config Generator Setup
No installation is required to start using this tool. Simply execute the command via npx in your terminal.
npx ai-monitoring "your description here"
Ensure you have Node.js 18 or higher installed on your system to run these Openclaw Skills effectively.
Monitoring Config Generator Data Schema & Taxonomy
The skill produces standardized configuration files and metadata structured to be compatible with industry-standard observability tools:
| Data Component | Format | Description |
|---|---|---|
| Alerting Rules | YAML | Prometheus-compatible alerting rules with specific thresholds. |
| Dashboards | JSON | Grafana dashboard schema for direct web UI import. |
| Metadata | Text | Includes runbook URLs and threshold justifications. |
| CLI Output | Stdout | Immediate feedback and command-line usage hints for Openclaw Skills users. |
Monitoring Config Generator Advanced Features
- Support for high-availability setups including primary-replica database monitoring.
- Multi-node Kubernetes cluster health tracking using Openclaw Skills.
- Integration of Service Level Agreements (SLA) into alerting thresholds.
- Automated runbook link generation for actionable incident response.
- Custom metric aggregation for complex full-stack environments.
SKILL.md
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