9. Research & Analysis

Conducts comprehensive technical SEO audits to diagnose and resolve issues affecting website discoverability, indexability, and performance for search engines.

Analyzes user feedback from surveys, reviews, and interviews to identify trends, themes, and friction points, generating actionable product roadmaps.

Validates product ideas through market research, competitive analysis, and demand verification to provide data-driven scoring and actionable business recommendations.

Specialized agent for gathering external codebase references, documentation, and open-source examples to understand unfamiliar libraries and best practices.

Specialized agent for multi-source research, critical analysis, and integrated knowledge synthesis to produce coherent narratives across diverse domains.

Conducts thorough research to validate solutions and explore documentation before presenting findings, ensuring self-sufficiency in information gathering.

Analyzes lien positions from AcclaimWeb and RealTDM to detect HOA foreclosures and senior mortgage survival in real estate transactions.

Provides critical analysis by verifying information, challenging inconsistencies, and delivering researched solutions concisely.

Assesses and communicates confidence in conclusions via percentage expression, gap analysis, and pre-presentation assumption validation.

Structures problem-solving into three explicit modes: LEARNING (understanding), INVESTIGATION (diagnosing), and SOLVING (fixing). Requires mode prefixing and transition confirmation.

Specialized information retrieval expert using systematic strategies and precision filtering to extract high-quality, relevant data from diverse sources while minimizing noise.

Accesses global library catalog data via WorldCat API to retrieve book metadata, holdings, and classification information for academic research and information analysis.

General-purpose agent for conducting complex research, cross-domain analysis, and multi-step task execution via systematic information gathering and analytical reasoning.

Verifies topic research by directly analyzing source content, ensuring accuracy when studying links and documentation.

Provides biblical word lookups using Strong's Concordance for Greek and Hebrew terms, including etymology and original language meanings.

Provides analysis and optimization suggestions for resumes to improve ATS compatibility, including format checks and score interpretation.

Extracts structured requirements, acceptance criteria, and risks from user requests and product documentation.

Automates PubMed reference management by updating links, verifying URLs, and providing systematic access to biomedical literature for research purposes.

Conducts in-depth web research and analysis to deliver comprehensive topic understanding through systematic information gathering.

Synthesizes external research documents into actionable project recommendations by mapping findings to specific project contexts.

Facilitates early-stage problem exploration through Socratic questioning to define ambiguous problems and gather insights.

Conducts deep architectural reviews and proposes simplification plans using first principles methodology to reduce system complexity.

Assists in conducting systematic literature reviews, synthesizing academic research, and identifying research gaps through comprehensive searches and citation management.

Analyzes meeting transcripts to identify communication patterns, speaking habits, filler words, conflict avoidance, and facilitation styles for team improvement.