9. Research & Analysis

Conducts comprehensive research, synthesizes findings, and delivers structured summaries for efficient information processing and decision-making.

Conducts systematic gap analysis between claimed and actual work completion, identifying assumptions, scope deviations, and quality gaps for thorough self-assessment.

Enforces line-by-line reading and quantitative verification of critical documents to ensure complete understanding before synthesis or conclusions.

Quantitatively analyzes software specifications across 8 dimensions (structural, cognitive, technical, etc.) to generate complexity scores and detect domain types.

Orchestrates comprehensive software analysis workflows, adapting to codebase, architecture, and technical debt to deliver quantitative, actionable insights with structured outputs.

Applies factor modeling and portfolio construction techniques including Markowitz optimization, Black-Litterman, and turnover constraints for quantitative investment analysis.

Analyzes trading microstructure through game theory, order book dynamics, and systemic risk frameworks for financial exchange operations.

Framework for designing, analyzing, and executing multi-leg options strategies with quantitative modeling and automated execution via Alpaca APIs.

Fetches Reddit content via Gemini CLI when standard web access is blocked, enabling research and topic exploration on Reddit.

Analyzes competitors' ad content from social platforms to extract insights on messaging, creative, and performance for campaign improvement.

Gets Unity Search provider details via CLI to discover available services and understand their capabilities for configuration.

Expert web researcher utilizing advanced search operators, multi-source verification, and competitive analysis for deep information gathering and trend analysis.

Provides multi-source research using Perplexity, Claude, and Gemini agents across Quick, Standard, and Extensive modes for comprehensive information gathering.

Clarifies user intent and validates distinctions to identify core requirements before initiating research or analysis tasks.

Evaluates TBC framework components and templates to determine suitability for CI/CD requirements before configuration generation.

Queries Read the Docs Search API to retrieve documentation across projects and repositories for efficient information gathering.

Retrieves and summarizes arXiv academic papers from URLs in arxiv.org/abs/{ID} format, processing PDF content for quick insights.

Automates knowledge discovery with adaptive tiers: SKIP for simple, QUICK for single-skill, STANDARD for multi-skill, and DEEP for full implementation.

Orchestrates elite multi-agent research with parallel execution of specialized agents for comprehensive, deep, and high-quality research.

Conducts pre-task research by searching knowledge bases, identifying patterns, and recommending approaches to inform project specifications.

Automates academic paper analysis by retrieving from Zotero, converting PDFs to markdown, and delivering structured insights.

Analyzes the conversation to extract and persist insights, patterns, and preferences discovered during the session.

Gathers Instagram events and weather/sun/moon data for Catskill Crew newsletter preparation.

Automates research of validated medical mnemonics for USMLE study guides, sourcing exclusively from established medical education resources.