A powerful integration for AI agents to programmatically manage feature flags, segments, and experimentation rollouts via Unleash.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install unleash-integration
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 unleash-integration 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 Unleash Feature Management Integration?
The Unleash skill enables AI agents to interact directly with the Unleash feature management platform. By leveraging the Membrane framework, this skill provides a secure and automated way to manage feature flags, variants, and environments without manual credential handling. It is designed to bridge the gap between AI-driven development and production experimentation.
Using this skill within the ecosystem of Openclaw Skills, developers can empower their agents to toggle features, audit project segments, and monitor rollouts. The integration abstracts the complexities of OAuth and API key rotation, allowing for seamless communication between the AI agent and the Unleash API.
Unleash Feature Management Integration Use Cases
- Automated Feature Toggling: Allow an AI agent to enable or disable features based on deployment status or system health.
- Segment Management: Programmatically update user segments and target specific environments for beta testing.
- Environment Auditing: Quickly query the status of feature flags across production and staging environments.
- CI/CD Workflow Automation: Trigger feature flag changes as part of an automated release pipeline managed by an AI agent.
How Unleash Feature Management Integration Works
- Authentication: The agent authenticates via the Membrane CLI, establishing a secure session tied to the specific agent type.
- Connection Establishment: A connection to the Unleash instance is created or retrieved using a simple URL-based ensure command.
- Action Discovery: The agent searches for specific Unleash actions (like creating flags or listing projects) using natural language intent.
- Execution: The agent runs the selected action with JSON parameters, while Membrane handles the underlying API requests and header injection.
- Proxy Communication: For advanced needs, the agent can send direct proxy requests to the Unleash API, with Membrane managing all authentication tokens automatically.
Unleash Feature Management Integration Setup
First, install the Membrane CLI globally to enable the integration:
npm install -g @membranehq/cli@latest
Next, login and specify your agent type to optimize the Openclaw Skills experience:
membrane login --tenant --clientName=openclaw
Finally, establish a connection to your Unleash instance:
membrane connection ensure "https://www.getunleash.io/" --json
Unleash Feature Management Integration Data Schema & Taxonomy
The skill organizes Unleash entities into a structured format manageable by AI agents. Data is primarily handled via JSON outputs from the Membrane CLI.
| Entity | Description |
|---|---|
| Feature Flags | Configuration data for toggles, including current state (enabled/disabled). |
| Variants | Metadata defining different versions of a feature for A/B testing. |
| Segments | Groups of users or conditions used for targeted rollouts. |
| Connections | Metadata including connection ID, state (READY, BUILDING), and required client actions. |
| Actions | Schema including inputSchema for parameters and outputSchema for responses. |
Unleash Feature Management Integration Advanced Features
- Natural Language Action Discovery: Use the
--intentflag to find the right tool for the job without memorizing API endpoints. - Transparent Credential Refresh: Membrane handles token expiration and re-authentication in the background.
- Headless Environment Support: Support for CLI-based authentication in remote servers or CI/CD containers.
- Universal Proxy: Send custom requests to any Unleash endpoint with automatic base URL and header injection.
- Multi-Agent Optimization: Tailored tooling adjustments for specific harnesses like openclaw or windsurf.
SKILL.md
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