mrhavens 4b4addedf7 feat: Issue #18 - Purpose Classifier for Nonfiction ...

- Created opus_orchestrator/nonfiction/classifier.py
  - PurposeClassifier class with keyword-based classification
  - LLM-enhanced classification (optional)
  - ReaderPurpose enum (6 purposes)
  - ClassificationResult dataclass

- Keyword classification covers:
  - LEARN_HANDS_ON: how to, learn to, tutorial, skills, etc.
  - UNDERSTAND: understand, why, concept, mental model, etc.
  - TRANSFORM: change, become, improve, habits, etc.
  - DECIDE: decide, choose, compare, vs, analysis
  - REFERENCE: manual, handbook, comprehensive, API
  - BE_INSPIRED: inspire, story, journey, biography

- Tests pass for all 6 purposes with high confidence

This is the foundation for the entire nonfiction pipeline (Issue #18).

2026-03-13 20:15:20 +00:00

..

__init__.py

Initial commit: Opus Orchestrator AI - Full-flow book generation

2026-03-12 17:45:05 +00:00

test_classifier.py

feat: Issue #18 - Purpose Classifier for Nonfiction

2026-03-13 20:15:20 +00:00

test_orchestrator.py

feat: Tests and streaming endpoint

2026-03-13 18:19:39 +00:00