A comprehensive cloud resource management skill for optimizing infrastructure spending across AWS, Azure, and GCP using Openclaw Skills.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install densify
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 densify 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 Densify?
Densify is a powerful cloud resource management and optimization platform that enables organizations to analyze and refine their cloud infrastructure spending across AWS, Azure, and Google Cloud. This integration leverages the Membrane ecosystem to provide a seamless interface for cloud engineers and IT managers to manage resource utilization and costs through Openclaw Skills. By utilizing this skill, developers can interact with Densify datasets, models, and projects without the overhead of manual authentication plumbing.
The skill operates as a bridge between your AI agent and the Densify platform, ensuring that resource management tasks are handled efficiently. It facilitates secure data access and workflow automation, making it an essential tool for teams looking to implement data-driven infrastructure optimization strategies via Openclaw Skills.
Densify Use Cases
- Automating cloud infrastructure cost analysis across multiple providers.
- Integrating resource utilization metrics into custom DevOps dashboards.
- Triggering infrastructure right-sizing workflows based on platform inferences.
- Managing Densify projects and user permissions programmatically.
- Synchronizing resource datasets with internal data warehouses for financial reporting.
How Densify Works
- Install the Membrane CLI and authenticate your session using a specific agent type for optimized tooling.
- Create a secure connection to the Densify instance, which manages the full OAuth or API key lifecycle server-side.
- Discover available resource management capabilities by searching for actions with natural language intents.
- Execute actions to retrieve cloud datasets or run optimization models using standardized JSON inputs.
- Optionally use the proxy request feature to reach specialized Densify API endpoints while the skill handles header injection and token refreshing.
Densify Setup
First, install the necessary CLI tool for Openclaw Skills integration:
npm install -g @membranehq/cli@latest
Authenticate your environment:
membrane login --tenant --clientName=openclaw
Establish a connection to the Densify platform:
membrane connection ensure "https://www.densify.com/" --json
Densify Data Schema & Taxonomy
The skill organizes cloud optimization data into the following taxonomy:
| Object | Description |
|---|---|
| Dataset | High-level collections of cloud resource records and metrics. |
| Column | Specific data attributes and fields within a resource dataset. |
| Model | Algorithms used to analyze utilization and predict optimization opportunities. |
| Inference | The actionable output or recommendations generated by optimization models. |
| Project | Organizational units used to group resources and users. |
Densify Advanced Features
- Server-side credential management that eliminates the need to handle local API secrets.
- Intelligent action discovery that maps natural language intents to specific Densify API calls.
- Transparent proxying with automatic authentication header injection for custom API requests.
- Long-polling support for connection building states to ensure reliable integration setup.
- Standardized JSON output across all commands to support multi-agent automation patterns.
SKILL.md
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