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.
Quick Start
Tip: Research can take 30-120 seconds. Press Ctrl+B to run in the background.
Using the Script
./scripts/research.sh '<json>' [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