9. Research & Analysis

Provides systematic methodology for analyzing plugin quality, marketplace trends, and architecture against Anthropic standards using a validation framework.

Guides trading strategy research including edge hypothesis formation, statistical validation, and systematic documentation of entry/exit rules and risk management.

Creates and manages NAF v4 requirements viewpoints (R2-R6) in Sparx Enterprise Architect, including requirement catalogues, dependencies, conformance, derivation, and realization.

Provides a structured framework for evidence synthesis and research documentation in healthcare using confidence grading, triangulation, and Philippine healthcare context.

Analyzes historical predictions from the 1980s against current realities, exploring gaps between past visions and present societal contexts.

Applies psychoanalytic theory (conflicts, defense, transference) to meta-level analysis using LeanDeep-Marker framework (ATO→SEM→CLU→MEMA) for emotion dynamics.

Expert analysis and strategic guidance for dynasty fantasy football, covering player valuation, trade evaluation, and roster construction using advanced frameworks.

Retrieves recruitment-specific resources from a knowledge base by filtering topic-based queries.

Executes web searches using Zhipu's search engine based on user-provided keywords to retrieve relevant information for research purposes.

Advanced web search skill using Gemini command for efficient information retrieval, prioritized over default Claude Code tools.

Collects and organizes latest news from Yahoo! Japan across four categories, providing titles, summaries, and key points for research and information gathering.

Conducts web-based fact-checking and deep research, producing structured reports with verifiable claims, sources, and task lists for M2/M3 support.

Archives research digests into specified topics and updates topic sources and timeline for efficient research content management.

Manages topic research archives via file system, integrates with task management (mem0), and enables long-term tracking of research topics.

Aggregates and summarizes RSS/Atom feeds with smart categorization, rating, and keyword filtering for efficient information analysis.

Analyzes project requirements to recommend optimal technology stacks, including primary choices, alternatives, and rationale for excluded options.

Analyzes project briefs to resolve architectural ambiguity, determining greenfield/brownfield, constraints, and scale for technical decision-making.

Conducts advertising research using web search tools to gather target audience, competitor, and industry insights, generating structured reports with actionable ad strategy recommendations.

Downloads and analyzes academic papers from arXiv, supporting both new downloads by ID and analysis of previously downloaded papers.

Identifies a single analytical insight that eliminates multiple redundant system components, streamlining design and reducing complexity.

Tracks and manages research gaps and needed information, triggered by user queries or [RESEARCH: ...] markers in drafts.

Orchestrates parallel internet research across 2-4 dimensions, coordinating findings and synthesizing reports for multi-angle analysis of standard queries.

Coordinates specialist agents through a 7-phase RBMAS methodology for comprehensive multi-dimensional internet research with iterative refinement and quality gates.

Orchestrates multi-agent research for novel and emerging topics beyond training data, using adaptive agent deployment (1-7 agents) based on query complexity.