9. Research & Analysis

Locates source code repositories for Python packages by analyzing PyPI metadata and project URLs across code hosting platforms, providing confidence levels.

Analyzes story plot points to identify key events and turning points, enabling deep evaluation of narrative structure and plot development effectiveness.

Analyzes aired TV series through frame-by-frame review, five-element narrative breakdown, and web research to study creative techniques and plot design.

Gathers real-time market data and industry trends via web search, focusing on vertical short drama market analysis and case studies.

Automates dramatic point and drama function analysis in long texts, managing preprocessing, parallel processing, and structured report generation.

Provides targeted information retrieval from a vertical short drama knowledge base, supporting queries on scripts, plots, creation techniques, and commercial operations.

Analyzes story genres, extracts creative elements, and identifies market audience positioning for content strategy and competitive analysis.

Analyzes TV series through scene-by-scene breakdowns, narrative element analysis, and web research to understand creation techniques and plot design.

Analyzes story plot structure to identify key points and turning points, evaluating narrative development effectiveness for writers and researchers.

Analyzes novels, scripts, and story synopses to extract key turning points and emotional nodes, revealing dramatic structure and narrative function.

Assesses film and TV scripts across ideological, artistic, and entertainment dimensions to guide development and pre-project approval decisions.

Enables efficient querying of vertical short drama knowledge base for script elements, creative techniques, and business operations.

Analyzes character relationships in narratives, identifying types, evolution, and plot-driving dynamics to enhance story structure understanding.

Coordinates structured analysis of plot points and dramatic functions in long texts through text preprocessing, parallel processing, and integrated reporting.

Analyzes story texts to extract plot points, identify turning points, and evaluate dramatic functions for literary analysis and storytelling insights.

Analyzes vertical short dramas against industry standards to assess adaptation potential and market competitiveness.

Analyzes film and TV scripts across ideological, artistic, and entertainment dimensions to assess quality and guide revisions.

Integrates multiple plot point analysis results into unified, high-quality reports via deduplication, classification, and summarization.

Analyzes character relationships in narratives, identifying types, development, and plot-driving roles to support story structure and design.

Facilitates feature development through parallel implementation comparison, routing to design exploration and exit gates for decision synthesis.

Enforces epistemic standards for code review and analysis, requiring traceability, confidence labeling, and falsification to ensure defensible claims.

Conducts general research using web search, documentation, and codebase exploration for non-Lean research tasks.

Conducts research on Python and Z3 patterns and APIs for semantic theory development, supporting formal methods and theoretical computer science investigations.

Provides quick lookup of BFRPG equipment details including damage, Armor Class (AC), cost, and properties for character management.