A powerful integration for managing CustomGPT projects and knowledge sources through automated workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install customgpt
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 customgpt 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 CustomGPT?
CustomGPT allows users to create highly customized AI chatbots powered by their own proprietary data. By leveraging this integration within Openclaw Skills, developers and businesses can programmatically manage the entire lifecycle of their custom copilots, from ingesting diverse knowledge sources like PDFs and websites to initiating real-time chat sessions.
This skill acts as a bridge between your AI agent and the CustomGPT platform, utilizing the Membrane framework to handle complex authentication and credential refreshes. This ensures that your agent can interact with CustomGPT data securely and efficiently without manual intervention or hardcoded API keys.
CustomGPT Use Cases
- Creating and updating custom AI agents using specific sitemaps or document uploads.
- Automating the retrieval of conversation histories and user messages for analysis.
- Managing diverse knowledge sources including Google Drive, Notion, and Microsoft Office files.
- Integrating CustomGPT chat completions into existing OpenAI-compatible workflows.
- Programmatically deleting or cleaning up outdated data sources and indexed pages.
How CustomGPT Works
- The AI agent initiates a connection to CustomGPT via the Membrane CLI to establish a secure authenticated session.
- Knowledge sources such as text files, PDFs, or URLs are identified and linked to specific CustomGPT projects.
- The agent uses natural language intent to search for specific actions like list-agents or create-conversation.
- Actions are executed through the Membrane proxy, which automatically injects required headers and handles API communication.
- The agent processes the output to either provide information to the user or trigger further automation steps.
CustomGPT Setup
First, install the Membrane CLI to manage your Openclaw Skills:
npm install -g @membranehq/cli@latest
Next, authenticate your environment by specifying your agent type:
membrane login --tenant --clientName=openclaw
Ensure a connection to the CustomGPT service:
membrane connection ensure "https://customgpt.ai/" --json
CustomGPT Data Schema & Taxonomy
The skill organizes data around Agents (Projects), Conversations, and Sources. Below is the primary entity structure:
| Entity | Description | Key Metadata |
|---|---|---|
| Agent | The core chatbot project | id, name, persona, settings |
| Source | Knowledge inputs | sitemap URL, file path, type |
| Conversation | Active chat instances | conversationId, user profile |
| Page | Specific indexed items | pageId, source origin |
CustomGPT Advanced Features
- Multi-agent support by adjusting agentType during the login process.
- Long-polling connection states with the --wait flag for automated headless setups.
- Direct API proxy requests for accessing edge-case endpoints not covered by standard actions.
- OpenAI-compatible chat completion format for drop-in replacement in legacy systems.
- Natural language action discovery to find the most efficient tool for a specific task.
SKILL.md
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