Overview
ClawOps is an AI-driven DevOps monitoring system built on OpenClaw — an open-source personal AI agent runtime. It continuously watches your cloud infrastructure, understands what it sees, and communicates with your development team through Slack in plain, human language. Rather than forwarding raw metrics, ClawOps correlates signals, reasons about anomalies, and suggests or takes appropriate action — including flagging wasteful compute to reduce your carbon footprint.
How It Works
Data Collection
A TypeScript skill uses your cloud provider's SDK to pull live metrics — CPU, memory, disk I/O, network throughput, and instance health — on a scheduled heartbeat.
AI Analysis
OpenClaw receives raw metrics and reasons over them with persistent memory — it recognises that a server behaves differently on weekends or has been degrading over several days.
Action & Communication
Slack serves as both notification surface and command interface. Low-risk actions auto-execute; high-risk actions (terminate, scale down) always require team approval via Slack buttons.
Key Features
AI Analysis
Correlates signals, reasons about anomalies, and suggests or auto-executes remediation actions
Two-Way Slack
Receive alerts and issue natural language commands directly from your Slack channel
Green Computing
Detects idle servers, estimates carbon footprint, and recommends eco-friendly actions
Persistent Memory
Builds context over time — knows each instance's normal behaviour patterns
Action Classification
Low-risk actions auto-execute; critical actions always require human approval
Multi-Cloud
Pluggable adapters for AWS (EC2 + CloudWatch), GCP, and Azure
🌱 Sustainability & Green Computing
Up to 30% of cloud servers are idle at any given time, consuming power without delivering value. ClawOps addresses this directly.
- ▹Detects idle and underutilised servers running below meaningful CPU/memory thresholds
- ▹Recommends or auto-executes green actions — stop, pause, or right-size instances
- ▹Estimates carbon impact using regional grid carbon intensity (e.g. UAE: ~0.4 kg CO₂/kWh)
- ▹Tracks sustainability trends over time via OpenClaw's persistent memory
Tech Stack
Action Classification
| Action | Risk | Behaviour |
|---|---|---|
| Fetch logs | Low | Auto-execute |
| Restart a service | Low | Auto-execute |
| Reboot an instance | Medium | Auto-execute with notification |
| Scale up / down | High | Requires Slack approval |
| Terminate instance | Critical | Requires approval + confirmation |
| Stop idle instance | Medium | Auto-execute + CO₂ saved estimate |
View Source
Open source — contributions and feedback welcome.