9. Research & Analysis

Collects and converts UI/UX review insights, research findings, and external references into structured development requirements.

Performs comprehensive SEO audits to diagnose technical and on-page issues affecting search engine rankings and visibility.

Analyzes connections between software specifications to identify inconsistencies in environment variables, APIs, data structures, and deployment assumptions prior to development.

Creates research-backed, implementation-ready plans using web research, official documentation, and structured reasoning.

Transforms user requests into research-backed, execution-ready implementation plans using web research, official documentation, and structured reasoning.

Provides a structured method to decompose complex architecture decisions into parallel investigations, synthesize findings, and form a phased decision framework for crypto/trading data platforms.

Conducts comprehensive PubMed literature searches using MeSH terms and synonym expansion for systematic research results.

Provides full-text access to scientific articles from open access repositories including Europe PMC and CORE for research purposes.

Enables deep academic research by exploring a paper's related works, citations, similar articles, and citation trees within PubMed.

Formulates and executes PICO-based clinical research queries in PubMed for evidence-based medical literature searches.

Enables unified academic research by searching across Semantic Scholar, OpenAlex, CORE, and Europe PMC databases.

Enables academic research on genes, drugs, and diseases by querying NCBI Extended databases including PubChem and ClinVar.

Enables quick PubMed searches for scientific literature, supporting academic research and information gathering.

Searches academic papers, displays abstracts, downloads PDFs, and fetches BibTeX citations from sources like Google Scholar and arXiv.

Performs real-time web searches using Tavily API to gather current information for research and analysis.

Extracts architectural, business, and operational context from existing systems to build mental models of unfamiliar codebases.

Provides continuous monitoring of psychological integration and stability through real-time assessment for mental well-being insights.

Captures legacy system behavior to establish a baseline for migration, ensuring functional parity in the new system.

Analyzes current delegation patterns by reading policies and using open-ended questions to extract details without prescribing answers.

Synthesizes findings from multiple review sources into actionable business recommendations through structured analysis.

Extracts business domain knowledge from legacy code and UI to create rebuild-ready specifications for system modernization and rewrite projects.

Conducts structured research, evidence gathering, and alternative evaluation to produce standardized documentation for pre-implementation analysis.

Analyzes crypto-to-crypto vs crypto-to-fiat trading pairs on Alpaca for fee optimization and risk assessment.

Provides a structured thinking environment for exploring ideas, investigating problems, and clarifying requirements before or during project changes.