9. Research & Analysis

Conducts distributed deep research with sharded data processing, repository mixing, and native tree structure generation for efficient information synthesis.

Guides users in selecting, designing, and validating research methodologies for academic and scientific studies.

Assists in designing qualitative studies, developing coding schemes, and conducting thematic analysis for in-depth data interpretation.

Provides structured feedback for academic manuscript reviews, focusing on methodological rigor and scholarly contribution.

Matches research questions to appropriate methodologies, sampling strategies, and validity controls for rigorous academic and scientific studies.

Manages research project initiation and complex multi-step workflows with structured planning and execution guidance.

Provides structured analysis to explore multiple perspectives and context dependencies before responding, avoiding hasty agreements or disagreements.

Researches Jellyfin web UI (jellyfin-web) and desktop app (jellyfin-desktop) features to support implementation decisions.

Conducts comprehensive website audits for SEO, technical, content, and security issues, generating LLM-optimized reports with actionable recommendations.

Provides engineering design and analysis for offshore mooring systems, including compliance with DNV, API, and ABS standards.

Searches recent X/Twitter posts by query, returning raw tweets from the last 7 days for information gathering and research.

Fetches recent tweets from a specified X (Twitter) user account using the X API.

Retrieves X/Twitter user profile details including follower count and account information by username using X API.

Specializes in researching OS kernel design, comparing implementations (Linux, FreeBSD, XNU), and evaluating production best practices.

Performs web searches via Kagi to retrieve current information, facts, documentation, and web content with Quick Answers.

Teaches efficient information retrieval using Bluera Knowledge, covering vector search for discovery and direct Grep access for precision in academic research workflows.

Diagnoses research quality and guides systematic query expansion to ensure thoroughness and overcome research stagnation at any stage.

Searches local Zotero library and cross-references with Semantic Scholar to find related papers, citations, and references for academic research.

Conducts structured web research with multi-source validation, producing reports featuring verified key results and complete citation links.

Generates and prioritizes hypotheses across domains without commitment to diagnosis or investigation.

Provides structured iterative reasoning for complex problem-solving with dynamic scope adjustment, branching, and root-cause analysis techniques.

Automates context-aware search for version-specific documentation from official sources with progressive discovery.

Enables users to search, find, and download research artifacts, datasets, and software from Zenodo using DOIs.

Searches, downloads, and retrieves source code/LaTeX files for academic papers from arXiv by ID, author, or topic.