search-layerDEFAULT search tool for ALL search/lookup needs. Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search),...
Install via ClawdBot CLI:
clawdbot install easerene/search-layerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/owner/repo/issues/123Uses known external API (expected, informational)
api.tavily.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Software development teams use this skill for researching new frameworks, comparing programming languages, and finding technical documentation. The multi-source approach ensures comprehensive coverage of GitHub repositories, official docs, and community discussions while deduplication prevents redundant information.
Business analysts use the skill to monitor competitor announcements, track industry news, and gather status updates on emerging technologies. The intent-aware scoring prioritizes fresh information for status/news queries and authoritative sources for factual comparisons.
Researchers use the skill to find scholarly resources, explore research ecosystems, and compare methodologies across different studies. The query expansion automatically generates English variants for Chinese technical terms, while the multi-source retrieval covers both academic and practical sources.
Support engineers use the skill to find solutions for technical issues, locate official documentation, and track GitHub issue threads. The thread pulling feature automatically extracts discussion flows and cross-references from GitHub issues when troubleshooting status or exploratory queries.
Technical writers and content creators use the skill to gather comprehensive information for tutorials, comparison articles, and technology overviews. The tutorial intent mode automatically adds 'guide' and 'step by step' modifiers while prioritizing authoritative sources for accurate instructional content.
Offer the search layer as a cloud API service with tiered pricing based on query volume and features. Enterprise tiers could include custom domain boosting, priority freshness updates, and dedicated support for integrating with internal knowledge bases.
Sell on-premise licenses to large organizations requiring data privacy and custom integration. This includes white-label deployment, custom intent classification models, and integration with internal search systems while maintaining the multi-source architecture.
Monetize specific capabilities like thread pulling, intent classification, or multi-source result synthesis as standalone microservices. Developers pay per API call for specialized features while maintaining their own search infrastructure for basic queries.
💬 Integration Tip
Always route web search queries through this skill instead of using raw web_search directly, and configure Grok API credentials in credentials/search.json for optimal deep search performance.
Scored Apr 19, 2026
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