9. Research & Analysis

Provides a structured checklist of 12 critical questions for evaluating screenplay structure, character development, and narrative coherence.

Validates character arc development in screenplays, covering positive, negative, transformational, and flat arcs with examples from classic films.

Analyzes power dynamics, conflict types, and tension techniques in screenplay scenes to enhance narrative impact and resolve flat pacing.

Conducts iterative deep analysis via structured questioning, challenges assumptions, and delivers synthesis documents to clarify complex problems.

Analyzes existing codebases to identify technology stack, coding conventions, entities, and patterns for context and risk assessment in brownfield projects.

Automates in-depth topic research via OpenAI Deep Research API, including prompt enhancement, web search, and parameter saving for analysis and summaries.

Conducts pre-PRD research including market analysis, competitive assessment, and stakeholder interviews to validate problems and inform product requirements.

Conducts initial research and discovery for AI projects, validating problem spaces, identifying stakeholders, and defining success metrics to determine project viability.

Enables real-time web search to gather current information, verify facts, and conduct research without requiring an API key.

Searches codebase to answer specific questions from ambiguity analysis, returning findings with confidence levels.

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.