Search Tool Hierarchy

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Search Apple Mail messages on macOS via direct SQLite queries. Sub-second search across all configured mail accounts without launching Mail.app.

Search Tool Hierarchy

Search Tool Hierarchy

Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies for AI-powered search visibility in ChatGPT, Perplexity, Google AI Overviews, and other AI search platforms.

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Search Robot Framework library/resource/suite documentation to find matching keywords for a use case. Use when asked to find keywords, search libdoc, match a use case to keywords, or scan multiple...

This skill should be used when users need to validate domain name format, check domain availability, or search for available domain names. It activates when users ask about domain validation,...

Advanced information retrieval specialist combining systematic search strategies, multi-platform expertise, and precision filtering techniques. Excels at finding specific, high-quality information...

Search GitHub for Algorand smart contract examples and patterns. Use when finding example implementations of specific patterns (BoxMap, inner transactions), looking up contract feature usage,...

Quickly searches user's authentic experiences, opinions, and case studies (1800+ entries) to add authenticity and credibility to content. Use when user asks for past experiences, real cases,...

Search Mathlib for lemmas by type signature pattern

生成《专利创新评估报告》，从专利申请角度对技术方案进行全面可行性分析。适用于专利申请前的创新评估、技术交底书完善、专利布局规划等场景。

Choose the right search tool for each query type

Choose the right search tool for each query type