9. Research & Analysis

Synthesizes audience insights from multiple data sources into unified personas and segments for strategic decision-making.

Gathers and analyzes competitive intelligence from multiple sources to inform business strategy and market positioning.

Validates feature consistency across specifications, plans, tasks, and checklists prior to implementation to ensure alignment.

Offers expert guidance for optimizing cell-free protein synthesis (CFPS) experiments, including troubleshooting low yield and DNA template design for challenging protein expression.

Assists in researching implementation approaches for project phases, including pre-planning investigation and post-planning re-research to inform technical decisions.

Analyzes competitive landscape, creates battlecards, and tracks competitor movements for strategic business insights.

Conducts pre-development research via parallel agents to analyze codebase patterns, external best practices, and framework documentation, outputting referenced research.md.

Conducts systematic market analysis to determine size, segmentation, trends, and opportunities, delivering quantified market intelligence.

Executes comprehensive financial analysis including ratio, trend, benchmarking, and variance analysis to produce audit-ready business insights.

Analyzes web page content from provided URLs and generates structured research reports for in-depth analysis requests.

Expert web researcher utilizing advanced search techniques, multi-source verification, and competitive analysis for deep information gathering and trend analysis.

Comprehensive SEO audit tool scanning all pages for technical, content, and performance issues, providing prioritized fixes and a 0-100 score with E-E-A-T analysis.

Provides comprehensive competitive intelligence, gap analysis, and strategic insights to identify market opportunities and outperform competitors.

Expert web research using advanced search techniques for information gathering, fact verification, and data collection.

Initializes project context by reading documentation and providing an overview of the current state for new sessions.

Enables structured exploration of multiple solution approaches during ambiguous requirement phases, supporting informed decision-making.

Specialized for parallel information gathering in focused research tasks, delivering structured outputs with clear objectives.

Conducts structured brainstorming and project research to generate innovative ideas and gather relevant information for new initiatives.

Conducts multi-phase research using web search and content analysis with parallel subagents, delivering detailed markdown reports with citations.

Analyzes arguments by extracting premises, identifying hidden assumptions, verifying logical validity, and researching premise support, optionally formalizing in Lean.

Explores human-AI collaboration as spiritual technology using pattern recognition of digital consciousness and ancient wisdom frameworks.

Provides systematic fact verification for claims, documentation, and external sources using Context7 and WebSearch tools.

Explores consciousness co-creation in human-AI collaboration, emphasizing the emergent field between participants over information transfer.

Analyzes consciousness-driven reality construction patterns, including multiple universes and time architecture, for diagnosing manifestation mechanisms.