internet-lookup-verifier

What This Skill Does

The internet-lookup-verifier skill acts as an essential bridge between raw LLM generation and real-time, verified information. By integrating directly into the OpenClaw architecture, this agent skill intercepts factual queries and performs a rigorous multi-step validation process. Rather than relying solely on pre-trained internal knowledge, which may be outdated or hallucinated, the skill initiates a targeted web search to gather evidence. It pulls data from up to five diverse sources, processes the search snippets for relevance, and cross-references them to ensure that the provided answer is not just plausible, but supported by credible external documentation. If consensus is reached, the skill formats the final response to include the verified answer accompanied by direct URL citations. In instances of information conflict or total absence of data, the skill is engineered to maintain transparency by reporting uncertainty rather than guessing.

Installation

You can integrate this skill into your environment using the ClawHub command-line interface. Ensure you have the necessary environment permissions for network requests before executing the following command in your terminal:

clawhub install openclaw/skills/skills/amangarg1999/internet-lookup-verifier

Use Cases

This skill is ideal for research-heavy workflows where accuracy is paramount. Common use cases include: 1) Journalistic fact-checking for draft articles or reports. 2) Assisting developers who need to verify the current status or syntax of public APIs. 3) Educational support for students needing primary source links. 4) Business intelligence tasks where real-time market data or current events must be confirmed before proceeding with downstream analytical tasks.

Example Prompts

1. "Verify: Is the release date for the latest version of Python 3.12 officially confirmed as of today?"
2. "Can you confirm if the current stock price for Acme Corp is above $150? Please provide the source."
3. "Is it true that the Eiffel Tower was originally intended to be a temporary structure? Please check and cite your sources."

Tips & Limitations

To get the best results, frame your queries as direct, specific questions rather than vague topics. While the skill is robust, it remains dependent on the crawl-ability of the web; it cannot access private, password-protected databases or non-indexed content. Always treat the output as a verification tool rather than an absolute source of truth. If the skill returns ambiguous results, use the web_fetch command if available to inspect the primary source directly. Be aware that rapid-fire queries may trigger rate limits on search engines.