9. Research & Analysis

Researches external open-source repositories to identify implementation patterns, manage temporary workspaces, and persist findings to the global thoughts system.

Searches Claude's plugin repository to discover relevant skills for task assistance, streamlining tool identification.

Analyzes feature requirements, dependencies, and security considerations from GitHub issues to assess scope, feasibility, and risks before implementation.

Fetches version-specific library and framework documentation using context7-mcp and fetch-mcp for research purposes.

Analyzes feature requirements, dependencies, and security considerations from GitHub issues to assess scope, technical feasibility, and risks before implementation.

Provides a structured methodology for conducting comprehensive web research to gather and analyze information from online sources.

Provides real-time web research to verify API functionality, check software versions, and avoid outdated implementations.

Analyzes YouTube video transcripts to extract key insights, research content, and support learning from presentations and tutorials.

Enables structured synthesis of diverse perspectives for complex architectural decisions, supporting informed commitment through analytical review.

Performs comprehensive SEO analysis including keyword research, content gap identification, and search intent analysis to optimize content for search engines.

Analyzes website SEO health by evaluating page elements, technical metrics, and content quality to generate actionable optimization reports for improved search rankings.

Automates competitor data collection including company profiles, pricing, and user reviews to generate structured market analysis reports.

Automates research information lookup using Perplexity's Sonar models via OpenRouter, providing citations for academic papers, studies, and technical documentation.

Manages academic citations by searching scholarly databases, validating references, and generating BibTeX entries for accurate scientific writing.

Provides structured methods for synthesizing qualitative research through affinity mapping, thematic analysis, and insight extraction from interviews and findings.

Provides standardized templates for competitive analysis, including battle cards, feature matrices, and win/loss tracking to support market positioning and strategic decision-making.

Provides a structured framework for designing interview guides, applying questioning techniques, and analyzing user feedback to validate needs and discover problems.

Guides planning and execution of user research including interviews, usability testing, and surveys to gather insights and validate product assumptions.

Transforms vague ideas into structured, testable frameworks through critical multi-perspective analysis and dialectical interrogation.

Extracts and structures claims from discourse into logical argument maps, identifying relationships and assumptions for argument evaluation and debate synthesis.

Systematic research protocol for discovering AI-native business opportunities through market analysis, capability trajectory mapping, and inevitability scoring across 3-24 month horizons.

Analyzes Excel files to understand purpose, audit formulas for errors, and assess maintainability risks in legacy or inherited spreadsheets.

Applies hypothesis-driven scientific reasoning to systematically investigate complex technical problems, root causes, and architectural challenges when initial solutions fail.

Performs web searches for current, recent, and cited information, triggered by common search phrases like 'search' or 'look up'.