9. Research & Analysis

Analyzes core story elements including genre, summary, character biographies, relationships, and plot points for development documentation and adaptation.

Provides real-time market information and industry trend analysis via web search, specializing in vertical short drama trends, hot topics, and success case research.

Assesses stories against vertical short drama criteria, scoring core thrill points and story type to evaluate adaptation potential and market competitiveness.

Conducts scene-by-scene and five elements analysis of aired series using web research to dissect narrative techniques and plot design for creative learning.

Analyzes content for SEO quality, E-E-A-T signals, and best practices, providing scores and actionable recommendations.

Expert web researcher using advanced search operators, multi-source verification, and competitive analysis for deep information gathering and trend analysis.

Searches the Claude Code knowledge base for errors, solutions, decisions, and patterns to retrieve information from your memory system.

Evaluates story text across market potential, innovation, and content quality for initial novel screening and multi-dimensional scoring.

Analyzes character relationships in stories to understand narrative dynamics and support plot design.

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

Automates plot point and dramatic function analysis in long texts, delivering structured reports through text preprocessing and parallel processing.

Analyzes story text to extract key plot points, dramatic turning points, and emotional nodes in novels, scripts, and story outlines.

Assesses vertical short dramas against core satisfaction points and story types to determine market competitiveness and adaptation potential.

Analyzes story texts to extract main plot points, dramatic functions, key turning points, and emotional nodes in novels, scripts, and summaries.

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

Provides knowledge base query service for vertical short drama content, enabling retrieval of scripts, plot points, creation techniques, and business operations information.

Analyzes character relationships in narratives, identifying types, traits, and evolution to understand their impact on plot development and narrative structure.

Analyzes story genres and creative elements to identify genre positioning and market audience insights for content strategy.

Analyzes story genres to identify positioning, extract creative elements, and assess market audience for content development and strategy.

Analyzes film scripts across ideological, artistic, and visual appeal dimensions to assess quality and guide development decisions.

Provides real-time market research and industry trend analysis via web search, focusing on vertical short drama market dynamics and case studies.

Enables parallel web research, brainstorming, and information gathering using ChatGPT 5.2 Thinking with Heavy thinking support and file attachment capabilities.

Conducts structured interviews and requirements definition for new agent creation, generating draft documentation and framework research.

Automates parallel web research and information gathering using ChatGPT 5.2 Thinking, supporting brainstorming, fact-checking, and file attachments.