feat: Nonfiction Intake System - All Three Paths
This commit completes Issue #18 (Purpose Classifier), adds Intake Agent
and CLI integration:
1. PURPOSE CLASSIFIER (Issue #18 - DONE earlier)
- Keyword-based classification into 6 ReaderPurposes
- LLM-enhanced classification for nuanced cases
2. INTAKE AGENT (NEW - addresses Issue #20, #23)
- Created opus_orchestrator/nonfiction/intake.py
- Intelligent agent that combines:
* Explicit flags (--purpose, --category)
* Keyword classification (auto-detect)
* Conversational questions (when ambiguous)
- IntakeAgent class with process() method
- determine_intake() convenience function
- get_questions() for conversational mode
- Source tracking: explicit | classifier | intake | hybrid
3. CLI INTEGRATION (Issue #23)
- Added --purpose flag: learn, understand, transform, decide, reference, inspire
- Added --category flag: business, leadership, memoir, etc.
- Both passed to orchestrator
Usage:
# Explicit
opus generate --book-type nonfiction --purpose transform --category self_help
# Auto-classify
opus generate --book-type nonfiction --concept "How to build a startup"
# Programmatic
result = await determine_intake(
concept="Leadership for introverts",
purpose="transform", # or None for auto
category="leadership",
mode="auto" # or "conversational"
)
mrhavens
b46e87ff76