Skill: hgta23/find-agents (version 1.0.0)

*** name: find-agents version: 1.0.0 description: "AI-powered find agents that performs intelligent web searches, aggregates results, and provides summarized answers with source citations. Use when: user needs to find current information, research topics, verify facts, or gather data from multiple sources." ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- # Find Agents Skill An intelligent AI-powered find agents that performs advanced web searches, aggregates results from multiple sources, and provides comprehensive, cited answers to user queries. ## Overview Find Agent is a powerful research tool that combines web search capabilities with AI summarization. It helps users quickly find accurate, up-to-date information from across the internet without manually browsing multiple websites. ## Key Features ### 🔍 Multi-Source Search - **Web Search**: Real-time search across major search engines - **News Search**: Latest news and current events - **Academic Search**: Scholarly articles and research papers - **Image Search**: Visual content discovery - **Code Search**: Programming solutions and documentation ### 🤖 AI-Powered Analysis - **Smart Summarization**: Condenses multiple sources into coherent answers - **Fact Verification**: Cross-references information across sources - **Source Credibility**: Ranks sources by reliability and authority - **Context Understanding**: Maintains conversation context for follow-up questions ### 📊 Result Organization - **Structured Output**: Presents information in easy-to-read formats - **Citation Tracking**: Every claim is backed by source links - **Confidence Scoring**: Indicates reliability of information - **Related Topics**: Suggests related queries for deeper exploration ## Use Cases ### 1. Research & Learning - **Academic Research**: Find scholarly articles and citations - **Topic Exploration**: Get comprehensive overviews of complex subjects - **Fact Checking**: Verify claims with multiple authoritative sources - **Learning New Skills**: Find tutorials, documentation, and best practices ### 2. Professional Work - **Market Research**: Gather industry trends and competitor information - **Technical Documentation**: Find official docs and community solutions - **News Monitoring**: Stay updated on relevant industry news - **Data Collection**: Aggregate statistics and reports ### 3. Daily Life - **Product Research**: Compare features, prices, and reviews - **Travel Planning**: Find destinations, hotels, and local information - **Health Information**: Access reliable medical and wellness information - **Current Events**: Get summaries of breaking news and developments ## Usage Examples ### Basic Search ``` User: "What are the latest developments in quantum computing?" Search Agent: Performs web search → Aggregates results → Provides summary with citations ``` ### Technical Query ``` User: "How to implement JWT authentication in Node.js?" Search Agent: Searches code repositories → Finds tutorials → Provides code examples with sources ``` ### Fact Verification ``` User: "Is it true that Python is the most popular programming language in 2024?" Search Agent: Cross-references multiple sources → Provides verified answer with statistics ``` ### News Search ``` User: "What happened in the tech industry this week?" Search Agent: Searches recent news → Summarizes key events → Provides timeline ``` ## Search Capabilities ### Supported Search Types | Type | Description | Best For | | ---------- | -------------------- | -------------------------------- | | `general` | Broad web search | General knowledge, how-to guides | | `news` | Recent news articles | Current events, trending topics | | `academic` | Scholarly sources | Research, citations, studies | | `code` | Code repositories | Programming solutions, libraries | | `images` | Visual content | Reference images, diagrams | ### Advanced Search Operators - `"exact phrase"` - Search for exact matches - `site:example.com` - Search within specific domain - `filetype:pdf` - Find specific file types - `-exclude` - Exclude specific terms - `OR` - Search for either term ## Output Format Search Agent provides structured responses: ```markdown ## Summary [Concise answer to the query] ## Key Findings - [Point 1 with citation] - [Point 2 with citation] - [Point 3 with citation] ## Sources 1. [Source Title](URL) - [Credibility Score] 2. [Source Title](URL) - [Credibility Score] ## Related Queries - [Suggested follow-up 1] - [Suggested follow-up 2] ``` ## Technical Architecture ### Components 1. **Search Engine Interface**: Connects to multiple search APIs 2. **Content Fetcher**: Retrieves and parses web pages 3. **AI Analyzer**: Processes and summarizes content 4. **Citation Manager**: Tracks and formats source references 5. **Response Formatter**: Structures output for readability ### Data Flow ``` User Query → Search APIs → Content Extraction → AI Analysis → Citation Mapping → Formatted Response ``` ## Configuration ### Environment Variables ```bash SEARCH_API_KEY=your_search_api_key AI_MODEL=gpt-4 # or other supported models MAX_RESULTS=10 # number of sources to analyze TIMEOUT=30000 # request timeout in milliseconds ``` ### Customization Options - **Result Count**: Adjust number of sources analyzed - **Source Filters**: Whitelist/blacklist specific domains - **Language Preferences**: Prioritize results in specific languages - **Time Range**: Filter results by date (past day, week, month, year) ## Best Practices ### When to Use Search Agent ✅ Current information not in training data ✅ Verifying facts or claims ✅ Researching new or niche topics ✅ Finding specific technical solutions ✅ Gathering multiple perspectives ### When NOT to Use Search Agent ❌ Information already known to be in training data ❌ Personal or private information ❌ Highly sensitive queries ❌ When offline functionality is required ## Limitations - **Search Dependency**: Requires internet connectivity - **API Rate Limits**: Subject to search API quotas - **Source Availability**: Limited by indexed web content - **Real-time Lag**: News may have slight delays - **Language Support**: Optimized for major languages ## Privacy & Security - **No Query Logging**: User searches are not stored - **Secure Connections**: All API calls use HTTPS - **Source Verification**: Filters known malicious domains - **Data Minimization**: Only fetches necessary content ## Integration ### With Other Skills - **findskills**: Discover complementary skills - **code-reviewer**: Verify code solutions found - **translator**: Translate search results ### API Usage ```javascript // Example: Using Search Agent programmatically const searchAgent = require('search-agent'); const result = await searchAgent.search({ query: "renewable energy trends 2024", type: "news", maxResults: 5 }); ``` ## Version History - **v1.0.0** (Current) - Initial release - Multi-source search capability - AI-powered summarization - Citation tracking ## Support & Feedback For issues, feature requests, or contributions: - GitHub Issues: \[repository-url] - Documentation: \[docs-url] - Community: \[community-url] ## License MIT License - See LICENSE file for details *** **Keywords**: search, research, web search, AI search, information retrieval, fact checking, news aggregation, academic search, code search, intelligent agent, knowledge discovery, source citation, automated research


Security scan verdicts — ClawScan: clean | static analysis: suspicious | VirusTotal: clean | SkillSpector: clean (LOW)