An AI-powered multi-source search engine that aggregates, filters, and summarizes content from across the web and social platforms.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install desearch-ai-search
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 desearch-ai-search 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 AI Search By Desearch?
AI Search By Desearch is a comprehensive search integration designed for Openclaw Skills that bridges the gap between traditional search engines and real-time social platforms. By leveraging this skill, developers can grant their AI agents the ability to perform deep research across fragmented data sources like Reddit, Hacker News, YouTube, and academic repositories through a single unified interface.
This tool is particularly valuable for workflows requiring synthesized answers rather than just a list of links. It allows for contextual analysis of current trends on X/Twitter and deep dives into technical documentation, providing a holistic view of any given topic directly within the agent's environment.
AI Search By Desearch Use Cases
- Generating comprehensive summaries of complex technical topics like blockchain or quantum computing.
- Monitoring real-time market trends and social sentiment across X/Twitter and Reddit.
- Performing academic research by querying ArXiv and Wikipedia simultaneously.
- Curating high-quality educational resources from YouTube and web documentation.
- Tracking recent news developments with specific date-based filtering.
How AI Search By Desearch Works
- The user or agent issues a query via specific commands like ai_search or ai_web.
- The skill authenticates with the Desearch API using the provided environment variable.
- Parallel requests are dispatched to specified sources (e.g., ArXiv, Reddit, Web) based on the --tools parameter.
- The Desearch engine aggregates the results, performs AI-driven relevance scoring (miner_link_scores), and generates a summarized response.
- The skill returns a structured JSON object containing curated links, social posts, and a natural language completion.
AI Search By Desearch Setup
To integrate this capability into your Openclaw Skills library, follow these steps:
- Obtain an API key from the Desearch Console.
- Configure your environment by setting the DESEARCH_API_KEY variable:
export DESEARCH_API_KEY='your-key-here'
- Ensure your agent environment has access to the desearch.py script to execute commands.
AI Search By Desearch Data Schema & Taxonomy
The skill returns a structured response that organizes data by source and relevance. Below is the primary structure of the returned JSON:
| Field | Type | Description |
|---|---|---|
| tweets | Array | Detailed metadata for X/Twitter posts including engagement metrics. |
| search | Array | Web results containing titles, links, and text snippets. |
| miner_link_scores | Object | Relevance mapping (HIGH/MEDIUM/LOW) for all returned URLs. |
| completion | String | An AI-generated summary synthesizing information from all sources. |
| media | Array | List of media attachments associated with results. |
AI Search By Desearch Advanced Features
- Multi-source orchestration allowing simultaneous queries to up to 7 distinct platforms.
- Granular temporal filtering with the --date-filter option for targeted news gathering.
- Integrated AI summarization to reduce token usage by synthesizing raw data before processing.
- Configurable result counts up to 200 items for high-density data gathering.
- Miner link scoring to prioritize high-authority sources automatically.
SKILL.md
Loading
Related Openclaw Skills
ClawOps
A central orchestration layer that manages and coordinates multiple Openclaw Skills to build unified, intelligent automation workflows.
Plan2Meal Skill
An AI-powered skill for managing Plan2Meal recipes and grocery lists through natural language commands.
YouTube Music Control
A natural language interface for YouTube Music that leverages browser automation for hands-free playback and library management.
YouTube Music Control
A natural language interface for YouTube Music that uses browser automation for seamless playback, search, and library management.
Desearch Crawl
A specialized tool for extracting clean text or raw HTML from any webpage to power AI-driven research and automation.
Desearch Web Search
A high-performance web search skill that delivers real-time search engine results and structured snippets to AI agents.
METADATA
Featured*
