A specialized utility for converting successful website interactions into stable, reusable profiles for AI coding agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install browser-profile
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 browser-profile 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 Profile Skill?
The Profile skill acts as a streamlined alias for the site-profile and external-site-profile-learning modules. Its primary purpose is to formalize successful website navigation flows into permanent, reusable external profiles. By utilizing this skill within the Openclaw Skills framework, developers can bridge the gap between initial heuristic discovery and stable, production-ready AI agent interactions.
This skill is particularly valuable when dealing with complex web environments that require specific configurations or those that exhibit different behaviors when processed via heuristic logic versus Gemini-based planning. It ensures that once a site flow is proven, it remains consistent and reliable for future automated tasks.
Profile Skill Use Cases
- Converting successful site probes into stable and reusable external profiles.
- Debugging and reconciling differences between heuristic and Gemini planning workflows.
- Classifying and managing access for blocked, special-case, or highly configuration-driven websites.
- Standardizing site-specific metadata to improve AI agent success rates within Openclaw Skills.
How Profile Skill Works
- Probe the target website to identify its structure, navigation patterns, and potential failure points.
- Classify the site's behavior to determine if it requires a data-only profile or a more complex configuration.
- Create a stable data-only profile once the interaction logic has been validated.
- Validate the newly created profile by testing it against both heuristic and Gemini planning chains to ensure cross-model compatibility.
Profile Skill Setup
To initiate the profiling process within your environment, use the provided alias command. Ensure your environment is updated to the latest version of Openclaw Skills to support external profile learning.
/profile [target-site-url]
For deep configuration, refer to the detailed playbook located in skills/external-site-profile-learning/SKILL.md.
Profile Skill Data Schema & Taxonomy
The Profile skill organizes interaction data into a structured format for the agent to consume:
| Attribute | Description |
|---|---|
| Site ID | The unique identifier or URL for the profiled website. |
| Planning Mode | Classification of whether the site uses Heuristic or Gemini-led logic. |
| Profile Type | Categorization such as blocked, special-case, or standard config-driven. |
| Artifact Path | Location of the proprietary session artifact for local Copilot use. |
Profile Skill Advanced Features
- Dual-pathway validation to ensure reliability across different AI planning engines.
- Heuristic vs. Gemini performance comparison for optimized site navigation.
- Seamless integration of proprietary session artifacts into local AI agent workflows.
- Automated classification of site failure modes to prevent repetitive agent errors.
SKILL.md
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