9. Research & Analysis

Provides project structure overview, codebase statistics, and health metrics for Babylon.js game projects.

Provides authoritative research and analysis of official Claude Code documentation, cross-referencing multiple sources to answer queries about features, capabilities, and implementation details.

Researches feature requirements, identifies optimal APIs/services, and documents implementation plans for structured saving as project plans.

Validates claim-source alignment via Jaccard similarity, requiring ≥70% evidence match for all assertions.

Provides direct, transparent analysis of birth charts, compatibility scores, transits, and astrocartography using automated data from astro-seek.com.

Provides a three-pass critical reading framework for systematic analysis of technical, academic, and complex documents to extract actionable insights and validate context.

Conducts comprehensive market research including industry analysis, competitor analysis, market trends, and regulatory landscape for strategic insights.

Analyzes industry trends including technology adoption, market shifts, and regulatory changes using weak signal detection and forecasting to identify market opportunities and threats.

Analyzes venture capital trends, funding rounds, investor strategies, and M&A activity to provide market insights and investment pattern understanding.

Provides systematic tracking and analysis of competitors' products, pricing, strategies, and market positioning to inform business decisions.

Researches external APIs, services, and libraries to determine optimal solutions for feature implementation, including user interviews and documentation.

Analyzes customer behavior, sentiment, and pain points using review mining and social listening to develop buyer personas and guide market research.

Analyzes arguments to identify logical gaps, generate counterarguments, and suggest evidence for stronger reasoning and critical analysis.

Analyzes argument structure, identifies logical gaps, and suggests evidence improvements for stronger reasoning in persuasive content.

Conducts web research, synthesizes authoritative sources, and generates structured reports saved to file upon user request.

Systematically gathers, analyzes, and documents web-based information into a structured file for any topic, supporting cross-domain research needs.

Provides data-driven comparisons of technology ecosystems, analyzing libraries, frameworks, and tools using GitHub metrics and web research for informed decision-making.

Systematically researches technical trends and industry developments by gathering, analyzing, and documenting information from multiple web sources.

Systematically solves complex multi-constraint problems by conducting adaptive web searches across multiple engines to gather and analyze information.

Extracts PETase and PET hydrolase variant data and effects from 2024-2025 scientific papers using PubMed and Scholar Gateway, compiling into a standardized table with citations.

Fetches current web content via Brave Search API and converts HTML to markdown for immediate access to up-to-date information and documentation.

Automatically analyzes personas' assumptions and true issues through hierarchical problem exploration, aiding in deep issue identification and resolution.

Specialized in deep research for identifying GitHub repositories, AI models, APIs, and datasets. Compares libraries, benchmarks, and conducts competitive analysis to accelerate development.

Automatically selects and verifies the optimal Instagram persona from a 1M-persona database using real Instagram data analysis.