9. Research & Analysis

Conducts systematic literature reviews to synthesize evidence for evidence-based learning research and evaluation.

Conducts deep web research with verified citations and cross-referenced sources to ensure information accuracy and reliability.

Enables thorough technical investigation of codebases, architecture, and solutions before critical implementation decisions.

Enables thorough technical analysis of codebases, architecture, and solutions for informed decision-making before critical actions.

Conducts parallel multi-agent research to gather and synthesize trending topics for blog content creation, triggered by user commands or orchestrator.

Conducts comprehensive topic analysis with sourced references using Gemini AI for deep research requests.

Enables real-time web research, content extraction, and site mapping using Tavily API for structured data gathering and latest information retrieval.

Calculates implicit gold price thresholds and country leverage rankings based on central bank liabilities versus gold reserves under USD reserve loss scenarios.

Analyzes investment cycles using the Investment Clock framework to determine current economic phase, rotation direction, and cycle position relative to previous cycles.

Quantifies copper supply concentration risks using public data, assessing geographic dependency, production trends, and alternative sources to provide actionable risk scenarios.

Quantifies global nickel supply structures, country dominance, mining volumes, and policy impacts on supply-demand balance and price volatility.

Analyzes leading and coincident indicators to identify economic expansion (Risk-On) and contraction (Risk-Off) phases with early warning signals.

Analyzes silver mining stock valuation relative to silver metal price using historical quantiles and analog intervals to identify market bottoms and tops.

Provides magazine-style summaries of today's Chinese macroeconomic news from WSJ and 36Kr for trading and research analysis.

Monitors for divergences between rising commodity prices and declining ETF holdings, using multi-indicator cross-verification to assess physical supply tension and delivery risk.

Provides market research, competitor analysis, and product validation for business strategy and idea development.

Identifies recurring patterns across three or more distinct domains to derive universal principles and insights.

Simulates extreme scale scenarios (size, time) to uncover hidden patterns and fundamental truths in complex systems.

Analyzes and enhances software specifications from Jira or manual input using Socratic questioning to clarify requirements before implementation planning.

Uses inversion technique to challenge core assumptions, revealing hidden constraints and generating innovative solutions through alternative perspectives.

Searches past CLI coding session conversations to retrieve design rationale, project history, and idea origins.

Identifies gaps between user requests and current code/documentation through active investigation, uncovering constraints, ADRs, and assessing technical risks.

Analyzes user statements to extract true intent, structures information via 5W1H, and formulates multi-perspective hypotheses while identifying missing information.

Analyzes competitors' Facebook Ad Library and TikTok Top Ads to identify winning angles, hooks, and frameworks for market entry and competitive intelligence.