VisibleThread integration for Openclaw Skills enables automated document analysis, compliance auditing, and content quality improvements through a secure API proxy.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install visiblethread
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 visiblethread 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 VisibleThread?
VisibleThread is a sophisticated content intelligence platform designed to help organizations in regulated industries—such as finance, healthcare, and government—enhance the quality and compliance of their documentation. By integrating VisibleThread into your Openclaw Skills, you can programmatically analyze documents to ensure they meet strict clarity and consistency standards. This skill leverages the Membrane CLI to bridge the gap between AI agents and VisibleThread's powerful analysis engine, providing a seamless way to handle complex content optimization tasks without manual oversight.
VisibleThread Use Cases
- Automating the review of legal and financial documents for regulatory compliance.
- Improving the readability and clarity of technical documentation within Openclaw Skills workflows.
- Running VTQL queries to extract specific data insights from large document repositories.
- Streamlining the auditing process for enterprise-level content teams.
How VisibleThread Works
- The Openclaw Skills agent utilizes the Membrane CLI to establish a secure authenticated session.
- A connection is established to the VisibleThread instance, where Membrane manages the OAuth flow or API credentials.
- The agent searches for specific content intelligence actions using natural language intent discovery.
- Document data is passed to VisibleThread for analysis, and the results are returned as structured JSON for the agent to process.
- If standard actions are insufficient, the agent uses the Membrane proxy to send direct, authenticated requests to the VisibleThread API.
VisibleThread Setup
First, install the required CLI to manage your Openclaw Skills:
npm install -g @membranehq/cli@latest
Next, authenticate your agent environment:
membrane login --tenant --clientName=openclaw
Finally, connect your account to the VisibleThread service:
membrane connection ensure "https://www.visiblethread.com/" --json
VisibleThread Data Schema & Taxonomy
VisibleThread organizes its content intelligence data through several key entities that are accessible via Openclaw Skills:
| Entity | Description |
|---|---|
| Document | The core file or text body being analyzed for quality and compliance. |
| Analysis | The output metadata containing clarity scores, compliance flags, and readability metrics. |
| Organization | The administrative context containing users and team-specific settings. |
| VTQL Query | A specialized query language used to filter and retrieve specific document data points. |
VisibleThread Advanced Features
- Transparent credential management that automatically handles token refreshes for Openclaw Skills.
- Intent-based action discovery to find the most efficient document analysis tools without manual mapping.
- Full API proxy support for executing custom VTQL queries not covered by standard actions.
- Headless environment support for deploying agents on remote servers or CI/CD pipelines.
SKILL.md
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