9. Research & Analysis

Analyzes specification documents to identify ambiguities, gaps, unclear items, and implicit assumptions requiring clarification.

Generates rigorous clinical research plans by interviewing users on specified goals and triggers like 'analyze cohort' or 'investigate hypothesis'.

Gathers relevant resources and documentation for unknown technologies, libraries, frameworks, and dependencies to support implementation tasks.

Conducts user research via interviews, surveys, and usability testing to gather insights on user needs, behaviors, and experiences for product design.

Identifies underlying causes of problems using root cause analysis techniques such as five whys and first principles to move beyond symptoms.

Enables structured exploration of problems from multiple perspectives using techniques like stakeholder analysis and six thinking hats.

Systematically verifies social media claims and viral content by decomposing multi-part assertions and separating factual evidence from interpretation.

Analyzes media to extract transferable elements for adaptation, including genre transformation and trope translation across contexts.

Analyzes cascading societal impacts of speculative changes (tech, species, history) across multiple domains to build realistic world scenarios.

Guides agents through structured research steps: planning, multi-query execution, source analysis, and synthesis for comprehensive topic investigation.

Analyzes TV, film, books, and plays to extract structural elements and tropes for adaptation, analysis, and reuse of core functional components.

Diagnoses research quality and guides systematic query expansion to ensure thorough and effective research, especially when stuck or uncertain of completion.

Analyzes societal impacts of technology using McLuhan's Tetrad framework for technology evaluation and policy analysis.

Enables AI-optimized web searches with domain filtering, relevance scoring, and structured results for efficient information gathering.

Performs comprehensive architectural analysis of lunar rover systems and subsystems to support mission-critical design and engineering decisions.

Tracks and analyzes lunar mission timelines, manifests, and real-time status within the LORS framework for space mission research.

Profiles commercial companies and private research institutions in lunar exploration, detailing their projects, capabilities, and market positioning within the space sector.

Analyzes lunar lander interface specifications and payload capacity within the LORS framework for technical assessment.

Provides specialized information on lunar rovers, landers, missions, and related companies through the Lunar Open-source Rover Standard (LORS).

Analyzes lunar rover technical specifications and mobility systems within the LORS framework, delivering engineering insights for mission planning.

Researches and verifies detailed payload manifests for lunar missions, specifically targeting CLPS and commercial payloads.

Analyzes institutional and commercial space standards to identify gaps and opportunities for strategic planning.

Conducts systematic scientific literature reviews by integrating multi-source searches, iterative analysis, and thematic synthesis to produce well-structured reports with proper citations.

Assesses Chemical Engineering PhD candidates through review of reports, presentations, and structured questioning to evaluate doctoral research readiness.