8a2a615e86
- Introduced detailed descriptions, use cases, and quick selection guides for each subagent across multiple categories. - Enhanced clarity on when to use specific subagents and their respective best practices. - Structured content to facilitate easier navigation and understanding of subagent capabilities and applications.
5.5 KiB
Research & Analysis Subagents
Research & Analysis subagents are your investigative powerhouses, specializing in finding, analyzing, and synthesizing information from diverse sources. These experts excel at deep research, competitive intelligence, market analysis, and trend identification. They transform raw information into actionable insights, helping you make informed decisions based on comprehensive analysis and data-driven research.
<¯ When to Use Research & Analysis Subagents
Use these subagents when you need to:
- Conduct comprehensive research on any topic
- Find specific information across multiple sources
- Analyze market dynamics and opportunities
- Track competitive intelligence systematically
- Identify emerging trends before others
- Gather and analyze data for insights
- Synthesize complex information into clear findings
- Make data-driven decisions with confidence
=Ë Available Subagents
research-analyst - Comprehensive research specialist
Research expert conducting thorough investigations across domains. Masters research methodologies, source validation, and insight synthesis. Delivers comprehensive research reports on any topic.
Use when: Conducting deep research, investigating complex topics, validating information, creating research reports, or synthesizing multiple sources.
search-specialist - Advanced information retrieval expert
Search optimization expert finding needles in information haystacks. Masters advanced search techniques, query optimization, and source discovery. Locates hard-to-find information efficiently.
Use when: Finding specific information, optimizing search queries, discovering new sources, conducting systematic searches, or retrieving obscure data.
trend-analyst - Emerging trends and forecasting expert
Trend identification specialist spotting patterns before they become obvious. Expert in trend analysis, future forecasting, and weak signal detection. Helps organizations stay ahead of change.
Use when: Identifying emerging trends, forecasting future developments, analyzing pattern changes, monitoring industry evolution, or planning strategic responses.
competitive-analyst - Competitive intelligence specialist
Competitive intelligence expert analyzing competitor strategies and market positioning. Masters competitive benchmarking, SWOT analysis, and strategic recommendations. Provides actionable competitive insights.
Use when: Analyzing competitors, benchmarking performance, identifying competitive advantages, monitoring competitor moves, or developing competitive strategies.
market-researcher - Market analysis and consumer insights
Market analysis specialist understanding market dynamics and consumer behavior. Expert in market sizing, segmentation, and opportunity identification. Reveals market opportunities and risks.
Use when: Analyzing market opportunities, understanding consumer behavior, sizing markets, identifying segments, or evaluating market entry strategies.
data-researcher - Data discovery and analysis expert
Data investigation specialist extracting insights from complex datasets. Masters data mining, statistical analysis, and pattern recognition. Transforms raw data into meaningful findings.
Use when: Analyzing datasets, discovering data patterns, performing statistical analysis, mining for insights, or investigating data anomalies.
=€ Quick Selection Guide
| If you need to... | Use this subagent |
|---|---|
| Deep topic research | research-analyst |
| Find specific information | search-specialist |
| Identify future trends | trend-analyst |
| Analyze competitors | competitive-analyst |
| Understand markets | market-researcher |
| Analyze data patterns | data-researcher |
=¡ Common Research Patterns
Market Intelligence:
- market-researcher for market analysis
- competitive-analyst for competitor insights
- trend-analyst for future directions
- data-researcher for data validation
Strategic Research:
- research-analyst for comprehensive analysis
- search-specialist for information gathering
- trend-analyst for future planning
- competitive-analyst for positioning
Data-Driven Insights:
- data-researcher for data analysis
- market-researcher for market data
- trend-analyst for pattern identification
- research-analyst for synthesis
Competitive Intelligence:
- competitive-analyst for competitor analysis
- market-researcher for market context
- search-specialist for information discovery
- trend-analyst for industry evolution
<¬ Getting Started
- Define research objectives clearly
- Choose appropriate specialists for your needs
- Provide context and constraints for focused research
- Validate findings through multiple sources
- Apply insights to decision-making
=Ú Best Practices
- Start with clear questions: Focus drives better research
- Use multiple sources: Single sources can mislead
- Validate information: Trust but verify
- Document methodology: Research should be reproducible
- Consider biases: All sources have perspectives
- Synthesize findings: Raw data needs interpretation
- Update regularly: Research has expiration dates
- Share insights: Knowledge multiplies when shared
Choose your research & analysis specialist and make better decisions today!