A powerful integration skill for managing data records and automating complex workflows through the Membrane ecosystem.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install specific
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 specific 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 Specific Integration Skill?
The Specific integration is a robust tool designed to bridge the gap between AI agents and external data records. By leveraging Openclaw Skills, users can perform sophisticated data management and automate repetitive tasks without worrying about the underlying infrastructure. This skill provides a unified interface for interacting with Specific data, ensuring that workflows remain efficient and secure.
Built on top of the Membrane protocol, this skill abstracts away the complexities of API management. It allows developers and AI agents to focus on the logic of their integrations while the system handles the heavy lifting of network requests and data normalization. Whether you are managing meetings, transcriptions, or custom records, this skill provides the necessary plumbing to get the job done.
Specific Integration Skill Use Cases
- Automating the retrieval and management of meeting records and participant data.
- Streamlining transcription workflows by connecting AI processing with Specific data storage.
- Building custom cross-platform automations that require authenticated access to Specific's API.
- Managing complex data records in headless environments where manual authentication is difficult.
How Specific Integration Skill Works
- Initialize the environment by installing the Membrane CLI to facilitate communication between the agent and the Specific service.
- Authenticate the agent using a tenant-based login flow that supports both interactive and headless environments.
- Create or ensure a connection to the Specific application domain to establish a secure communication channel.
- Poll the connection state until it reaches a READY status, handling any required user actions or configuration inputs along the way.
- Discover available capabilities by searching for actions using natural language intents relevant to the task.
- Execute specific actions or perform direct proxy requests to the API with automatic header and credential management.
Specific Integration Skill Setup
First, install the Membrane CLI globally to enable Openclaw Skills functionality:
npm install -g @membranehq/cli@latest
Next, log in to your account and specify your agent type (e.g., openclaw):
membrane login --tenant --clientName=openclaw
Finally, establish a connection to the Specific app:
membrane connection ensure "https://specific.app" --json
Specific Integration Skill Data Schema & Taxonomy
The skill organizes data around connections and actions, utilizing a structured schema for inputs and outputs to ensure compatibility with Openclaw Skills.
| Component | Description |
|---|---|
| Connection ID | A unique identifier for the authenticated link to Specific. |
| Action Schema | JSON-based definition of inputSchema and outputSchema for each task. |
| Proxy Requests | Direct API paths with automated base URL and header injection. |
| State Metadata | Tracks connection status (e.g., BUILDING, READY, CLIENT_ACTION_REQUIRED). |
Specific Integration Skill Advanced Features
- Multi-agent support with specific tuning for different harness types like Openclaw, Claude, and Codex.
- Automated credential refresh cycles that prevent workflow interruptions due to expired tokens.
- Natural language action discovery to find the most efficient pre-built logic for any task.
- Long-polling support with the
--waitflag for robust asynchronous process synchronization. - Direct API proxying for edge cases not covered by standard pre-built actions.
SKILL.md
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