A streamlined alias for universal web adaptation designed to generically interface with unfamiliar websites and evaluate the need for custom site profiles.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install adapt
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 adapt 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 Adapt?
The Adapt skill serves as the primary gateway for interacting with new or undocumented web environments. It functions as a high-efficiency alias for web-adapt and universal-web-adaptation, providing a standardized protocol for AI agents to explore and interact with web elements without pre-existing configurations. This skill is essential for maintaining lean agent workflows by preventing the premature creation of complex site-specific rules.
By utilizing this tool within the Openclaw Skills framework, developers can ensure their agents remain flexible. It focuses on identifying core interactive components such as search inputs, buttons, and popups, allowing the agent to determine if the generic adaptation is sufficient or if a more robust, dedicated site profile is required for long-term automation tasks.
Adapt Use Cases
- Generic adaptation of unfamiliar public websites during initial discovery phases.
- Stress testing search inputs, interactive buttons, and navigation openers.
- Handling dynamic UI elements like popups and new tabs in a standardized manner.
- Decision support for determining when to transition from generic adaptation to a dedicated site profile.
How Adapt Works
- The agent receives the /adapt command along with a target URL.
- It initiates the generic path first to map out the DOM structure without specific site rules.
- Runtime parameters are automatically tuned based on page weight and loading performance.
- The skill monitors for popups or secondary tabs to ensure continuity of the session.
- Upon completion, the skill provides a recommendation on whether to continue with generic adaptation or develop a specialized site profile.
Adapt Setup
To use this skill within your environment, ensure you have the core adaptation engine installed. You can invoke the shortcut directly via your AI interface:
# No separate install required if universal-web-adaptation is present
/adapt [target_url]
For localized development testing, refer to the full playbook in skills/universal-web-adaptation/SKILL.md.
Adapt Data Schema & Taxonomy
The Adapt skill organizes session data by prioritizing lean metadata capture to evaluate site complexity. It tracks the following attributes:
| Attribute | Description |
|---|---|
| Site Complexity | Quantitative score of interactive elements detected. |
| Adaptation Success | Boolean flag indicating if generic rules successfully bypassed obstacles. |
| Profile Recommendation | Data-driven suggestion (Stay Generic vs. Create Profile). |
| Element Map | Temporary taxonomy of discovered buttons, inputs, and tab triggers. |
Adapt Advanced Features
- Multi-alias support for web-adapt and universal-web-adaptation integration.
- Dynamic runtime tuning to handle heavy JavaScript-rendered pages.
- Automated popup and new tab following logic for complex navigation flows.
- Seamless integration with the broader Openclaw Skills repository for profile transitioning.
SKILL.md
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