A versatile skill that enables AI agents to access external intelligence through browser automation and API endpoints like ChatGPT, Claude, and Hugging Face.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install external-ki-integration-backup
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 external-ki-integration-backup 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 External KI Integration?
The External KI Integration skill serves as a bridge between your local environment and the world's most powerful language models. By leveraging the OpenClaw Chrome Relay for browser automation, your agent can interact directly with web-based interfaces like ChatGPT and Gemini, utilizing your existing logged-in sessions without needing direct API keys.
This skill also supports direct API communication for Hugging Face, OpenAI, and Anthropic, allowing for a hybrid approach to problem-solving. Whether you need a second opinion on a complex code snippet or want to leverage specialized models for creative writing, this component of Openclaw Skills ensures your agent always has access to the best reasoning tools available.
External KI Integration Use Cases
- Consulting external models like Claude or GPT-4 for advanced reasoning and analysis tasks.
- Utilizing free web-based AI demos and Hugging Face Spaces via automated browser navigation.
- Automating interactions with AI chat interfaces where a direct API might be unavailable or cost-prohibitive.
- Orchestrating multi-model workflows that delegate specific sub-tasks to specialized external providers.
- Extracting data or generating content from external AI services while maintaining user session persistence.
How External KI Integration Works
- The agent identifies a task requiring external intelligence and checks for an attached browser tab or valid API credentials.
- For web-based tasks, the agent navigates to the target URL (e.g., https://claude.ai) using the browser tool.
- It takes a UI snapshot using ARIA roles to identify the correct message input and submit elements.
- The agent types the query into the identified textbox and triggers the send action.
- It monitors the page for the model's response by polling for new text elements or the disappearance of loading indicators.
- The resulting text is extracted from the DOM and returned to the agent's context for further action.
External KI Integration Setup
To use browser-based integration, ensure the OpenClaw Browser Relay is installed in Chrome. Click the toolbar icon on your preferred AI service tab to attach it, then verify with:
openclaw browser status
For API-based access, set your keys as environment variables or add them to your configuration file:
export OPENAI_API_KEY="sk-..."
export ANTHROPIC_API_KEY="sk-ant-..."
export HF_TOKEN="hf_..."
External KI Integration Data Schema & Taxonomy
The skill organizes metadata and cost tracking to ensure efficient usage of Openclaw Skills:
| Data Type | Location | Purpose |
|---|---|---|
| API Tokens | ~/.openclaw/openclaw.json | Secure storage for Hugging Face and LLM provider keys. |
| Cost Logs | system/logs/hf-costs.log | Tracks estimated expenditure for Inference API calls. |
| UI Patterns | memory/patterns/ | Stores learned ARIA selectors for different web AI interfaces. |
| Browser State | Chrome Relay | Maintains session cookies and login states for automated interactions. |
External KI Integration Advanced Features
- ARIA-Role Targeting: Uses semantic accessibility labels to maintain automation stability even when websites update their layout.
- Session Persistence: Leverages the user's active browser session to bypass complex login flows and multi-factor authentication.
- Hybrid Execution: Automatically switches between browser automation (free) and direct APIs (paid) based on task requirements and user preference.
- Rate Limit Handling: Includes built-in delays and polling logic to respect the terms of service of external web providers.
- Budget Safeguards: Monitors API usage and notifies the user when cost thresholds are reached.
SKILL.md
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