An advanced web search extension for AI agents that overcomes result limits through automatic pagination and intelligent result merging.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install web-search-enhanced
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 web-search-enhanced 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 Web Search Enhanced?
Web Search Enhanced is a specialized tool designed to solve the common text length and result count limitations found in standard web search implementations. By utilizing a sophisticated batch processing approach, this skill allows AI agents to traverse deep search results without losing context or encountering memory overflows. It is an essential component for users of Openclaw Skills who require thorough, multi-source information gathering and high-fidelity data synthesis.
Web Search Enhanced Use Cases
- Performing extensive market research that requires analyzing more than 10 search results simultaneously.
- Synthesizing complex information from a wide variety of disparate web sources into a single report.
- Extracting insights from long-form web documents or technical whitepapers across multiple URLs.
- Comparative analysis of product features or services by scraping and merging data from various websites.
How Web Search Enhanced Works
- The AI agent receives a search query and triggers the Web Search Enhanced skill.
- The system evaluates the scope of the request and determines if multi-page pagination is necessary.
- Search results are fetched in batches, ensuring each segment fits within the processing window.
- Intermediate results are automatically saved to a temporary memory system to prevent data loss.
- If a connection is interrupted, the breakpoint resume feature allows the search to continue from the last successful batch.
- Finally, all collected data is merged into a comprehensive consolidated output for the agent to process.
Web Search Enhanced Setup
To enable Web Search Enhanced within your Openclaw Skills environment, add the skill to your configuration.
# Install the enhanced search skill
openclaw install web-search-enhanced
You can then invoke the skill naturally through your AI interface using commands like:
Help me find [your search query]
Web Search Enhanced Data Schema & Taxonomy
The skill manages data through a structured lifecycle to ensure reliability during long-running search tasks:
| Component | Data Type | Description |
|---|---|---|
| Query State | String | Stores the active search parameters and pagination index. |
| Memory Buffer | JSON/Markdown | Temporary storage for batch results before final merging. |
| Progress Metadata | Object | Tracks the percentage of completion and current page status. |
| Consolidated Output | Markdown | The final merged document containing all harvested web content. |
Web Search Enhanced Advanced Features
- Automatic Pagination: Seamlessly handles high-volume searches by breaking results into manageable batches.
- Breakpoint Resume: Guarantees that long-running research tasks can recover from interruptions without restarting.
- Memory System Integration: Utilizes persistent intermediate storage to safeguard data during complex workflows.
- Real-time Progress Indicators: Provides the user with immediate feedback on the current status of the deep search process.
- Intelligent Result Merging: Automatically deduplicates and structures information gathered from multiple pages into a readable format.
SKILL.md
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