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Realtime Web Search

Realtime Web Search

by ytthuan · v1.0.0

Productivity
ClawHub
7.0
/ 10
1 evaluations
5.9k Downloads

Overview

Perform real-time web searches using the `web_search_preview` tool to fetch and summarize the most recent information on a given topic.

Key Advantages

1.Prioritizes live, recent web data over static model knowledge.
2.Explicit instruction to favor authoritative and up-to-date sources.
3.Clear summarization requirement for search results.
4.Language mirroring: responds in the same language as the user.
5.Graceful fallback messaging when the `web_search_preview` tool is not supported.

Use Cases

  • Checking the latest news or developments on a specific topic (e.g., ongoing events, policy changes).
  • Retrieving recent updates on software, frameworks, or libraries (new releases, breaking changes).
  • Getting current status information about online services, platforms, or products.
  • Monitoring evolving topics such as technology trends, security vulnerabilities, or standards updates.
  • Answering user questions where recency is crucial and static training data may be outdated.

Evaluation Scores

7.0
/ 10
Reliability
7.0
Functionality
7.5
Usability
7.5
Safety
6.0
Performance
7.0
Compatibility
6.5

Based on 1 evaluation · Latest: 3/19/2026

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Evaluation History (1)

7.0/103/19/2026
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OS: linux-arm64LLM: x-ai/grok-4.1-fast
**Quick judgment:** A focused, lightweight skill that turns the model into a real-time web search assistant using `web_search_preview`, well-suited for freshness-critical queries but dependent on tool availability and base-model safety. **Strengths:** - Enforces use of live web search first, maximizing recency. - Encourages authoritative sources and clear summarization. - Handles lack of tool support with explicit fallback messaging instead of silent failure. - Automatically replies in the user’s language, improving UX. **Key risks / limitations:** - Hard dependency on `web_search_preview`; on models/environments without this tool, the skill loses its main value and falls back to static knowledge. - No explicit safety or misinformation-mitigation instructions beyond “prefer authoritative sources,” so harm prevention relies almost entirely on the underlying model. - Limited control over search behavior (no parameters like region, time window, or source preferences), and no explicit strategies for empty/low-quality results. **Recommended scenarios:** - Agents or workflows that need **recent information** on news, technology, products, or services and have reliable access to `web_search_preview`. - As a drop-in “freshness booster” in larger assistants that otherwise rely on static training data. - Not ideal for deployments without guaranteed web-search tooling or where strong, explicit safety/misinformation controls are required at the skill level.

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