local-web-search-skillFree local web search via DuckDuckGo HTML scraping with no API key. Use when web_search tool is unavailable or missing API keys, and you need fast query resu...
Install via ClawdBot CLI:
clawdbot install mes28io/local-web-search-skillRun local search without paid APIs.
./skills/local-web-search/scripts/local_search.py "<query>" --max 8Returns JSON with:
Use trust score for ranking/filtering only; always verify key claims with primary sources.
Generated Mar 1, 2026
Students and researchers can use this skill to quickly gather preliminary sources from .edu and .gov domains for literature reviews or fact-checking, leveraging the trust scoring to prioritize authoritative content without needing API keys. It's ideal for academic projects where free, reliable web data is essential.
Journalists and media professionals can employ this tool to verify claims or gather background information from reputable publications, using the trust tiers to filter out low-quality sources and ensure accurate reporting. The JSON output facilitates easy integration into editorial workflows.
Business analysts can scrape web search results to monitor competitors' online presence, product updates, or market trends, with the retry handling ensuring data reliability even during high-volume queries. The trust scoring helps prioritize official company websites and industry reports.
Developers working on open-source projects can use this skill to search for documentation, bug reports, or community discussions without relying on paid APIs, making it cost-effective for tools that require web data integration. The security features prevent unintended data leaks.
Legal professionals can utilize this tool to find publicly available legal documents, case studies, or regulatory updates from government sites, with the trust scoring highlighting .gov sources for accurate and authoritative information. It supports fast queries for time-sensitive research.
Offer this skill as a free component in larger software suites, with premium features like advanced analytics or higher query limits for paid users. Revenue is generated through subscription upgrades, targeting small businesses and individual developers who need reliable web search without upfront costs.
Provide curated search results with enhanced trust scoring and JSON outputs as a service to enterprises, charging based on query volume or data quality tiers. This model appeals to companies needing clean, structured web data for analytics without managing scraping infrastructure.
Sell consulting services to customize and integrate this skill into clients' existing pipelines, such as adding domain-specific parsers or compliance features. Revenue comes from one-time project fees and ongoing support contracts, targeting industries with unique data needs like healthcare or finance.
💬 Integration Tip
Ensure your environment has Python installed and test the script with sample queries to verify JSON output compatibility before integrating into automated pipelines.
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