research
此技能用于进行综合性研究,自动收集、分析来源并生成带引用的响应,帮助用户深入探索任何主题。
npx skills add tavily-ai/skills --skill researchBefore / After 效果对比
1 组进行综合性研究时,手动收集和分析来源耗时巨大,难以生成带引用的高质量响应,研究效率低下。
技能自动化收集、分析来源并生成带引用的响应,帮助用户深度探索任何主题,显著提升研究效率。
description SKILL.md
research
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through this flow. Sign up at tavily.com first if you don't have an account. Alternative: API Key If you prefer using an API key, get one at https://tavily.com and add to ~/.claude/settings.json: { "env": { "TAVILY_API_KEY": "tvly-your-api-key-here" } } Quick Start Tip: Research can take 30-120 seconds. Press Ctrl+B to run in the background. Using the Script ./scripts/research.sh '' [output_file] Examples: # Basic research ./scripts/research.sh '{"input": "quantum computing trends"}' # With pro model for comprehensive analysis ./scripts/research.sh '{"input": "AI agents comparison", "model": "pro"}' # Save to file ./scripts/research.sh '{"input": "market analysis for EVs", "model": "pro"}' ./ev-report.md # Quick targeted research ./scripts/research.sh '{"input": "climate change impacts", "model": "mini"}' Parameters Field Type Default Description input string Required Research topic or question model string "mini" Model: mini, pro, auto Model Selection Rule of thumb: "what does X do?" -> mini. "X vs Y vs Z" or "best way to..." -> pro. Model Use Case Speed mini Single topic, targeted research ~30s pro Comprehensive multi-angle analysis ~60-120s auto API chooses based on complexity Varies Examples Quick Overview ./scripts/research.sh '{"input": "What is retrieval augmented generation?", "model": "mini"}' Technical Comparison ./scripts/research.sh '{"input": "LangGraph vs CrewAI for multi-agent systems", "model": "pro"}' Market Research ./scripts/research.sh '{"input": "Fintech startup landscape 2025", "model": "pro"}' fintech-report.md Weekly Installs6.5KRepositorytavily-ai/skillsGitHub Stars90First SeenJan 25, 2026Security AuditsGen Agent Trust HubWarnSocketPassSnykWarnInstalled onopencode5.9Kgemini-cli5.8Kcodex5.8Kgithub-copilot5.6Kkimi-cli5.5Kamp5.5K
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