brettapps / knowledge /agent_prototypes.md
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KB: Agent Prototypes & Multi-Agent Workflows

This module documents the prototype agents implemented in the EbookBuilder MCP server.

1. Research & Fact-Checker

  • Function: fact_check_text
  • Role: Validates claims and provides citations.
  • Usage: Call this after generating a non-fiction chapter or a historically accurate scene.

2. Multi-Modal Illustrator

  • Function: generate_illustration_prompt
  • Role: Translates narrative descriptions into visual prompts for image generation.
  • Usage: Automates the creation of internal book art and covers.

3. Audiobook (TTS) Synthesis

  • Function: synthesize_audiobook_chapter
  • Role: Queues text for conversion to speech using Parler-TTS or ElevenLabs.
  • Usage: Used to create multi-format releases (Ebook + Audiobook).

4. Marketing & Metadata

  • Function: generate_marketing_package
  • Role: Creates sales blurbs, social media campaigns, and SEO tags.
  • Usage: Call during the final "Publishing" phase.

5. Token & Cost Auditor

  • Function: audit_project_costs
  • Role: Monitors infrastructure spend and token consumption.
  • Usage: Run at the end of each work session to track project budget.

6. Human-in-the-Loop Review

  • Function: request_human_review
  • Role: Creates a checkpoint that requires manual approval before proceeding.
  • Usage: Critical for maintaining authorial quality control.