mrhavens
d98ef622d9
- Created nonfiction_taxonomy.py with: - ReaderPurpose enum (6 purposes) - StructuralPattern enum (7 patterns) - PURPOSE_STRUCTURE_MATRIX for intelligent selection - NONFICTION_FRAMEWORKS (14+ frameworks) - select_framework() function - Created docs/NONFICTION_PIPELINE.md documenting the workflow This is the foundation for Issue #16 (Nonfiction Underdeveloped)
90 lines
3.1 KiB
Markdown
90 lines
3.1 KiB
Markdown
# Nonfiction Generation Pipeline
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# ==============================
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# How the workflow CHANGES based on Purpose × Structure
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## INPUT PHASE
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## -----------
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# User provides: concept, purpose (why read), category (subject), optional preferred framework
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#
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# Example inputs:
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# - "Leadership for introverts" + PURPOSE=TRANSFORM + CATEGORY=LEADERSHIP
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# - "How to code in Python" + PURPOSE=LEARN_HANDS_ON + CATEGORY=TECHNOLOGY
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# - "Why nations fail" + PURPOSE=DECIDE + CATEGORY=HISTORY
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## CLASSIFICATION PHASE (NEW)
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## ---------------------------
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# System maps: purpose → framework families → specific framework
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#
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# if PURPOSE == "learn_hands_on":
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# framework = select("tutorial" or "howto")
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# stages = ["prerequisites", "step 1", "step 2", ...]
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#
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# elif PURPOSE == "transform":
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# framework = select("transformation_journey" or "mountain_structure")
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# stages = ["wake-up", "denial", "dark night", ...]
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#
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# elif PURPOSE == "decide":
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# framework = select("big_idea" or "problem_solution")
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# stages = ["problem", "evidence", "solution", ...]
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## SCAFFOLDING PHASE (CHANGES)
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## ---------------------------
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# Different STAGES based on framework
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#
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# TUTORIAL scaffold:
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# - Introduction → Prerequisites → Step 1 → Step 2 → Step 3 → Completion → Next Steps
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#
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# TRANSFORMATION_JOURNEY scaffold:
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# - Wake-Up → Denial → Dark Night → Realization → Path → Struggles → Breakthrough → New Normal
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#
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# BIG_IDEA scaffold:
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# - Promise → Opposition → Evidence → Implications → Counter-Arguments → Conclusion
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## DRAFTING PHASE (CHANGES)
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## ------------------------
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# Different AGENTS activated based on purpose
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#
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# if PURPOSE == "learn_hands_on":
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# agent = "TutorialWriter" # Focus on clarity, exercises, checkpoints
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# tone = "encouraging, clear, patient"
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#
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# elif PURPOSE == "transform":
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# agent = "TransformationWriter" # Focus on emotion, narrative, inspiration
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# tone = "empathetic, honest, motivational"
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#
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# elif PURPOSE == "decide":
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# agent = "EvidenceWriter" # Focus on data, proof, credibility
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# tone = "authoritative, data-driven, persuasive"
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## CRITIQUE PHASE (CHANGES)
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## ------------------------
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# Different EVALUATION CRITERIA based on purpose
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#
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# if PURPOSE == "learn_hands_on":
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# check: "Can a reader actually complete the steps?"
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# check: "Are prerequisites clear?"
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# check: "Is there a sense of progression?"
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#
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# elif PURPOSE == "transform":
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# check: "Does it feel emotionally honest?"
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# check: "Is the transformation arc believable?"
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# check: "Would this inspire change?"
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#
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# elif PURPOSE == "decide":
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# check: "Is the evidence credible?"
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# check: "Are counter-arguments addressed?"
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# check: "Does it lead to a clear recommendation?"
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## OUTPUT PHASE (CHANGES)
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## ----------------------
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# Different FORMAT based on purpose
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#
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# if PURPOSE == "learn_hands_on":
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# format = "markdown_with_code_blocks, exercises, checkpoints"
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#
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# elif PURPOSE == "transform":
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# format = "narrative_chapters, emotional_arcs"
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#
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# elif PURPOSE == "reference":
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# format = "indexed_sections, cross_references, searchable"
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