9. Research & Analysis

Analyzes competitor products and market positioning to identify feature gaps, differentiation opportunities, and strategic recommendations for roadmap planning.

Synthesizes user feedback from interviews, surveys, and support tickets into actionable insights, patterns, and prioritized opportunities for product development.

Analyzes external websites for design inspiration, tech stack insights, and pattern extraction to inform design and development decisions.

Applies first-principles thinking to deconstruct complex problems and rebuild innovative solutions from fundamental truths.

Conducts deep iterative research using structured psychological flow (diverge-analyze-converge-execute) with multi-perspective synthesis for thorough topic exploration and decision-making.

Analyzes dialogue patterns semiotically, interprets framing, and generates ethically bounded reframings and micro-interventions for communication enhancement.

Automates documentation retrieval and synthesis from web sources using Firecrawl for efficient information gathering and analysis.

Automates cleaning, structuring, and aggregating user interview data with frontmatter tags for research dashboard insights.

Provides web search capability using Google Gemini CLI for enhanced information gathering in research and analysis tasks.

Enforces continuous evidence-based verification checkpoints to prevent unverified claims in analytical workflows.

Provides real-time web research and information synthesis using Perplexity AI for general queries and current topic exploration.

Monitors and analyzes technology trends through version tracking, source analysis, and YouTube transcript processing to provide actionable insights on new developments.

Tracks, lists, removes, and analyzes competitors for market intelligence and strategic business decision-making.

Generates comprehensive reports on Bosun skill coverage, health metrics, and quality to identify gaps and guide development planning.

Provides accurate information by searching official documentation, APIs, and best practices from authoritative sources.

Analyzes complex systems for coherence and identifies risks using systemic thinking methodologies.

Provides comprehensive research on domain ecosystems, implementation strategies, and quality improvement to avoid common pitfalls in project phases.

Searches bleikoya.net for bylaws, meeting notes, rules, and documentation to support development decision-making.

Guides systematic research to verify facts and refine plans through targeted information gathering and synthesis.

Converts vague research ideas into structured experiment plans with hypotheses, iteration criteria, and completion metrics for actionable research design.

Analyzes open source project structure, conventions, and contribution guidelines to help users understand and prepare for contributions.

Provides Ethan Perez's methodology tips for conducting efficient empirical research emphasizing velocity, experimentation, and collaboration.

Executes research experiments via TDD, implementing code with tests and documenting results from queued or ad-hoc research plans.

AI research workflow agent supporting academic CS research: paper analysis, idea validation, and research planning.