9. Research & Analysis

Searches and retrieves academic papers for literature reviews, related work identification, and methodology references in research contexts.

Automates collection of AI-related news and trends from social media and tech platforms for daily updates on AI developments.

Decomposes large research questions into parallel tasks, executes concurrently, and synthesizes results to overcome context window limitations.

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.

Curates and documents new research resources (URLs, repositories, tools) into a structured research directory for future reference.

Conducts autonomous research and gap analysis on codebases to identify ambiguities and produce context documentation for feature development phases.

Conducts structured research and comparative analysis of the Stateless Agent Methodology (SAM) against other methodologies using verifiable references, producing actionable insights and documentation.

Queries Google NotebookLM notebooks for source-grounded, citation-backed answers, reducing hallucinations through document-only responses.

Investigates Lightdash API endpoints to document request/response schemas and operational behavior for integration purposes.

Analyzes high-performing X/Twitter content to identify trends, patterns, and competitor strategies for data-driven content planning.

Automates Instagram content research by analyzing top-performing posts and reels, identifying trends, and generating actionable reports with hook formulas for marketing teams.

Researches high-performing YouTube videos in a niche, identifies outliers, analyzes top videos with AI, and generates actionable content ideas and hook formulas.

Automates TikTok content research by scraping, analyzing top-performing videos, and generating actionable reports with hook formulas for content strategy.

Analyzes short-form video content (TikTok, Reels, Shorts) using AI to identify hooks, structure, and performance patterns for content creators.

Enables advanced search and exploration of GitHub repositories, code, issues, and commits for efficient information gathering.

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.