9. Research & Analysis

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.

Structured framework for complex multi-step analysis using state-based reasoning, decision thresholds, and quality scoring to resolve ambiguous problems with multiple logical paths.

Automates finding free full-text academic papers using Unpaywall API, bypassing paywalls for scholarly access.

Automates academic literature review through parallel subagents for efficient paper screening and deep analysis of research papers.

Orchestrates systematic literature research through search, evaluation, traversal, and synthesis of academic sources.

Enables optimized PubMed searches with keyword refinement and metadata extraction for scientific literature research.

Automates academic paper screening via two-stage process: abstract scoring followed by targeted data extraction for research relevance.

Automates academic citation network traversal using Semantic Scholar, with relevance filtering and deduplication to streamline research.

Monitors competitor social accounts, detects viral content, and analyzes industry trends for strategic business insights.

Generates evidence-based documentary reports by synthesizing information from memory systems, artifacts, and GitHub issues with full citation chains.

Conducts external research, analyzes findings, and integrates knowledge into project memory systems for actionable context.

Captures and analyzes conversation patterns (high/medium/low confidence) from user corrections and praise to drive continuous improvement across all skills.

Systematically investigates Neovim plugin ecosystem for version compatibility, GitHub issues, breaking changes, and alternatives.