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Concept Generator Agent

The Concept Generator Agent is responsible for creating the initial book concept, including title, logline, and detailed description.

Overview​

This agent takes basic project parameters such as genre and category and generates a cohesive book concept. It's typically the first creative agent involved in the book writing process.

Output Format​

The Concept Generator produces a JSON object containing:

{
    "title": "Your Book Title",
    "logline": "A compelling one-sentence summary",
    "description": "A detailed 200-300 word description"
}

Key Features​

Title Generation​

  • Creates memorable, genre-appropriate titles
  • Considers market trends and target audience
  • Ensures uniqueness and searchability

Logline Creation​

  • Distills the book's core concept into one sentence
  • Captures the main conflict and stakes
  • Highlights unique selling points

Description Development​

  • Expands the concept into a detailed description
  • Includes key plot points and themes
  • Maintains genre conventions
  • Targets specific reader demographics

Integration​

The Concept Generator integrates with:

  • Project Manager for initial setup
  • Outliner Agent for detailed plot development
  • Character Generator for character concept alignment
  • Worldbuilding Agent for setting consistency

Usage​

# Through Project Manager
libriscribe generate-concept

# Direct API usage
concept_generator.execute(project_data)

Error Handling​

The agent includes robust error handling for:

  • Invalid project data
  • JSON parsing errors
  • API response validation
  • Content generation failures

Best Practices​

When working with the Concept Generator:

  1. Provide clear genre and category information
  2. Include any specific themes or elements you want to incorporate
  3. Review and iterate on generated concepts
  4. Save preferred concepts before proceeding to outline generation