9. Research & Analysis

Automates product comparison by parallelly collecting specs, reviews, and pricing data, then generating aggregated decision reports.

Automates research on accelerator portfolio companies using Firecrawl and Tavily, generating structured CSV/markdown reports with systematic impact scoring.

Generates structured reports by searching patterns, analyzing findings, and organizing results for research and analytical workflows.

Automates research for documentation, code examples, and best practices using Exa AI and Context7. Activates on tech queries like 'docs' or 'examples'.

Provides real-time price comparison and availability tracking across multiple retailers, including Amazon, for market analysis.

Conducts comprehensive learning needs analysis through stakeholder interviews, performance gap identification, and competency mapping to determine required training for learning projects.

Analyzes business domains and objectives to extract necessary features for plugin planning and requirements definition.

Provides comprehensive stock market analysis using technical indicators, fundamental data, and sentiment analysis via the TradingAgents framework.

Analyzes competitive courses, industry trends, learner demand, pricing, and technology landscape to inform educational product positioning and market validation.

Provides structured methodologies for designing and evaluating evidence-based learning research in educational contexts.

Tracks educational standards revisions, analyzes curriculum impact, and recommends updates for alignment with evolving frameworks.

Conducts news research, analyzes sentiment, and generates professional newsletters for competitive media coverage and market trends.

Provides a framework for measuring learning program effectiveness and business impact using the Kirkpatrick evaluation model.

Collects structured data to support evidence-based research and evaluation in educational contexts, enabling academic analysis of learning outcomes.

Analyzes curriculum coverage against standards, identifies missing areas, prioritizes gaps, and recommends content enhancements for educational audits.

Creates mappings between equivalent standards across multiple frameworks, enabling comparison and alignment of different standard systems.

Conducts systematic literature reviews to support evidence-based learning research and evaluation, synthesizing scholarly work for academic analysis.

Analyzes student feedback, outcomes data, and peer reviews to generate prioritized curriculum revision recommendations and track version effectiveness.

Conducts multi-agent parallel research to solve complex JUCE-related problems when standard troubleshooting fails.

Analyzes team coordination patterns in code repositories to identify merge conflicts, high-communication modules, and cross-team bottlenecks.

Enables remote mobile photo capture for visual analysis of hardware components, documents, and physical objects during technical inspections.

Scouts and documents external code patterns from public repositories to support feature development and implementation research.

Analyzes Business Requirements Documents (BRDs) upon user request, delivering structured insights and summaries of business requirements.

Conducts structured, factual research across domains, generating reproducible artifacts with citations, confidence scoring, and freshness control.