Mike Wichers
dc39930da4
Step 1 (Bible-Tracking Merge):
- Added merge_tracking_to_bible() to story/bible_tracker.py — merges character
tracking state and lore back into bible dict after each chapter, making
blueprint_initial.json the single persistent source of truth.
- Integrated in cli/engine.py after each chapter's update_tracking + update_lore_index
calls so the persisted bible is always up-to-date.
Step 2 (Character-Specific Voice Profiles):
- story/writer.py: write_chapter now checks bp['characters'] for a voice_profile on
the POV character before falling back to the prebuilt_persona cache.
- story/style_persona.py: refine_persona() accepts pov_character=None; when a POV
character with a voice_profile is supplied it refines that profile's bio instead of
the global author_details bio.
- cli/engine.py: refine_persona call now passes ch.get('pov_character') so per-chapter
persona refinement targets the correct voice.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
503 lines
25 KiB
Python
503 lines
25 KiB
Python
import json
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import os
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import time
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import sys
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import shutil
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from rich.prompt import Confirm
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from core import config, utils
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from ai import models as ai_models
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from ai import setup as ai_setup
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from story import planner, writer as story_writer, editor as story_editor
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from story import style_persona, bible_tracker, state as story_state
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from story.writer import build_persona_info
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from marketing import assets as marketing_assets
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from export import exporter
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def process_book(bp, folder, context="", resume=False, interactive=False):
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# Create lock file to indicate active processing
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lock_path = os.path.join(folder, ".in_progress")
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with open(lock_path, "w") as f: f.write("running")
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total_start = time.time()
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try:
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# 1. Check completion
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if resume and os.path.exists(os.path.join(folder, "final_blueprint.json")):
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utils.log("SYSTEM", f"Book in {folder} already finished. Skipping.")
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if os.path.exists(lock_path): os.remove(lock_path)
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return
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# 2. Load or Create Blueprint
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bp_path = os.path.join(folder, "blueprint_initial.json")
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t_step = time.time()
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utils.update_progress(5)
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utils.log("SYSTEM", "--- Phase: Blueprint ---")
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try:
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if resume and os.path.exists(bp_path):
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utils.log("RESUME", "Loading existing blueprint...")
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saved_bp = utils.load_json(bp_path)
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if saved_bp:
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if 'book_metadata' in bp and 'book_metadata' in saved_bp:
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for k in ['title', 'author', 'genre', 'target_audience', 'style', 'author_bio', 'author_details']:
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if k in bp['book_metadata']:
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saved_bp['book_metadata'][k] = bp['book_metadata'][k]
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if 'series_metadata' in bp:
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saved_bp['series_metadata'] = bp['series_metadata']
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bp = saved_bp
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with open(bp_path, "w") as f: json.dump(bp, f, indent=2)
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else:
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bp = planner.enrich(bp, folder, context)
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with open(bp_path, "w") as f: json.dump(bp, f, indent=2)
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# Ensure Persona Exists (Auto-create + Exp 6: Validate before accepting)
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if 'author_details' not in bp['book_metadata'] or not bp['book_metadata']['author_details']:
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max_persona_attempts = 3
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for persona_attempt in range(1, max_persona_attempts + 1):
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candidate_persona = style_persona.create_initial_persona(bp, folder)
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is_valid, p_score = style_persona.validate_persona(bp, candidate_persona, folder)
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if is_valid or persona_attempt == max_persona_attempts:
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if not is_valid:
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utils.log("SYSTEM", f" ⚠️ Persona accepted after {max_persona_attempts} attempts despite low score ({p_score}/10). Voice drift risk elevated.")
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bp['book_metadata']['author_details'] = candidate_persona
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break
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utils.log("SYSTEM", f" -> Persona attempt {persona_attempt}/{max_persona_attempts} scored {p_score}/10. Regenerating...")
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with open(bp_path, "w") as f: json.dump(bp, f, indent=2)
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except Exception as _e:
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utils.log("ERROR", f"Blueprint phase failed: {type(_e).__name__}: {_e}")
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raise
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utils.log("TIMING", f"Blueprint Phase: {time.time() - t_step:.1f}s")
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# 3. Events (Plan & Expand)
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events_path = os.path.join(folder, "events.json")
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t_step = time.time()
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utils.update_progress(10)
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utils.log("SYSTEM", "--- Phase: Story Structure & Events ---")
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try:
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if resume and os.path.exists(events_path):
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utils.log("RESUME", "Loading existing events...")
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events = utils.load_json(events_path)
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else:
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events = planner.plan_structure(bp, folder)
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depth = bp['length_settings']['depth']
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target_chaps = bp['length_settings']['chapters']
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for d in range(1, depth+1):
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utils.log("SYSTEM", f" Expanding story structure depth {d}/{depth}...")
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events = planner.expand(events, d, target_chaps, bp, folder)
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time.sleep(1)
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with open(events_path, "w") as f: json.dump(events, f, indent=2)
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except Exception as _e:
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utils.log("ERROR", f"Events/Structure phase failed: {type(_e).__name__}: {_e}")
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raise
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utils.log("TIMING", f"Structure & Expansion: {time.time() - t_step:.1f}s")
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# 4. Chapter Plan
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chapters_path = os.path.join(folder, "chapters.json")
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t_step = time.time()
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utils.update_progress(15)
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utils.log("SYSTEM", "--- Phase: Chapter Planning ---")
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try:
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if resume and os.path.exists(chapters_path):
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utils.log("RESUME", "Loading existing chapter plan...")
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chapters = utils.load_json(chapters_path)
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else:
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chapters = planner.create_chapter_plan(events, bp, folder)
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with open(chapters_path, "w") as f: json.dump(chapters, f, indent=2)
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except Exception as _e:
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utils.log("ERROR", f"Chapter planning phase failed: {type(_e).__name__}: {_e}")
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raise
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utils.log("TIMING", f"Chapter Planning: {time.time() - t_step:.1f}s")
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# 4b. Outline Validation Gate (Alt 2-B: pre-generation quality check)
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if chapters and not resume:
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try:
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planner.validate_outline(events, chapters, bp, folder)
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except Exception as _e:
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utils.log("ARCHITECT", f"Outline validation skipped: {_e}")
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# 5. Writing Loop
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ms_path = os.path.join(folder, "manuscript.json")
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loaded_ms = utils.load_json(ms_path) if (resume and os.path.exists(ms_path)) else []
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ms = loaded_ms if loaded_ms is not None else []
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# Load Tracking
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events_track_path = os.path.join(folder, "tracking_events.json")
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chars_track_path = os.path.join(folder, "tracking_characters.json")
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warn_track_path = os.path.join(folder, "tracking_warnings.json")
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lore_track_path = os.path.join(folder, "tracking_lore.json")
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tracking = {"events": [], "characters": {}, "content_warnings": [], "lore": {}}
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if resume:
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if os.path.exists(events_track_path):
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tracking['events'] = utils.load_json(events_track_path)
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if os.path.exists(chars_track_path):
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tracking['characters'] = utils.load_json(chars_track_path)
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if os.path.exists(warn_track_path):
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tracking['content_warnings'] = utils.load_json(warn_track_path)
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if os.path.exists(lore_track_path):
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tracking['lore'] = utils.load_json(lore_track_path) or {}
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# Load structured story state
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current_story_state = story_state.load_story_state(folder)
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summary = "The story begins."
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if ms:
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utils.log("RESUME", f"Rebuilding story context from {len(ms)} existing chapters...")
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try:
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selected = ms[:1] + ms[-4:] if len(ms) > 5 else ms
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combined_text = "\n".join([f"Chapter {c['num']}: {c['content'][:3000]}" for c in selected])
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resp_sum = ai_models.model_writer.generate_content(f"""
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ROLE: Series Historian
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TASK: Create a cumulative 'Story So Far' summary.
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INPUT_TEXT:
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{combined_text}
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INSTRUCTIONS: Use dense, factual bullet points. Focus on character meetings, relationships, and known information.
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OUTPUT: Summary text.
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""")
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utils.log_usage(folder, ai_models.model_writer.name, resp_sum.usage_metadata)
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summary = resp_sum.text
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except: summary = "The story continues."
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utils.log("SYSTEM", f"--- Phase: Writing ({len(chapters)} chapters planned) ---")
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t_step = time.time()
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session_chapters = 0
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session_time = 0
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# Pre-load persona once for the entire writing phase (Alt 3-D: persona cache)
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# Rebuilt after each refine_persona() call to pick up bio updates.
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cached_persona = build_persona_info(bp)
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i = len(ms)
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while i < len(chapters):
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ch_start = time.time()
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ch = chapters[i]
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# Check for stop signal from Web UI
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run_dir = os.path.dirname(folder)
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if os.path.exists(os.path.join(run_dir, ".stop")):
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utils.log("SYSTEM", "Stop signal detected. Aborting generation.")
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break
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# Robust Resume: Check if this specific chapter number is already in the manuscript
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if any(str(c.get('num')) == str(ch['chapter_number']) for c in ms):
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i += 1
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continue
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# Progress Banner
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utils.update_progress(15 + int((i / len(chapters)) * 75))
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utils.log_banner("WRITER", f"Chapter {ch['chapter_number']}/{len(chapters)}: {ch['title']}")
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prev_content = ms[-1]['content'] if ms else None
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while True:
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try:
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# Build context: use structured state if available, fall back to summary blob
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structured_ctx = story_state.format_for_prompt(current_story_state, ch.get('beats', []))
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if structured_ctx:
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summary_ctx = structured_ctx
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else:
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summary_ctx = summary[-8000:] if len(summary) > 8000 else summary
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next_hint = chapters[i+1]['title'] if i + 1 < len(chapters) else ""
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chap_pos = i / max(len(chapters) - 1, 1) if len(chapters) > 1 else 0.5
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txt = story_writer.write_chapter(ch, bp, folder, summary_ctx, tracking, prev_content, next_chapter_hint=next_hint, prebuilt_persona=cached_persona, chapter_position=chap_pos)
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except Exception as e:
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utils.log("SYSTEM", f"Chapter generation failed: {e}")
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if interactive:
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if Confirm.ask("Generation failed (quality/error). Retry?", default=True):
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continue
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raise e
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if interactive:
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print(f"\n--- Chapter {ch['chapter_number']} Preview ---\n{txt[:800]}...\n-------------------------------")
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if Confirm.ask(f"Accept Chapter {ch['chapter_number']}?", default=True):
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break
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else:
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utils.log("SYSTEM", "Regenerating chapter...")
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else:
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break
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# Refine Persona to match the actual output (every 5 chapters)
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if (i == 0 or i % 5 == 0) and txt:
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pov_char = ch.get('pov_character')
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bp['book_metadata']['author_details'] = style_persona.refine_persona(bp, txt, folder, pov_character=pov_char)
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with open(bp_path, "w") as f: json.dump(bp, f, indent=2)
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cached_persona = build_persona_info(bp) # Rebuild cache with updated bio
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# Look ahead for context
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next_info = ""
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if i + 1 < len(chapters):
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next_ch = chapters[i+1]
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next_info = f"\nUPCOMING CONTEXT (Prioritize details relevant to this): {next_ch.get('title')} - {json.dumps(next_ch.get('beats', []))}"
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try:
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update_prompt = f"""
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ROLE: Series Historian
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TASK: Update the 'Story So Far' summary to include the events of this new chapter.
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INPUT_DATA:
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- CURRENT_SUMMARY:
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{summary}
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- NEW_CHAPTER_TEXT:
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{txt}
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- UPCOMING_CONTEXT_HINT: {next_info}
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INSTRUCTIONS:
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1. STYLE: Dense, factual, chronological bullet points. Avoid narrative prose.
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2. CUMULATIVE: Do NOT remove old events. Append and integrate new information.
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3. TRACKING: Explicitly note who met whom, who knows what, and current locations.
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4. RELEVANCE: Ensure details needed for the UPCOMING CONTEXT are preserved.
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OUTPUT: Updated summary text.
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"""
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resp_sum = ai_models.model_writer.generate_content(update_prompt)
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utils.log_usage(folder, ai_models.model_writer.name, resp_sum.usage_metadata)
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summary = resp_sum.text
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except:
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try:
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resp_fallback = ai_models.model_writer.generate_content(f"ROLE: Summarizer\nTASK: Summarize plot points.\nTEXT: {txt}\nOUTPUT: Bullet points.")
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utils.log_usage(folder, ai_models.model_writer.name, resp_fallback.usage_metadata)
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summary += f"\n\nChapter {ch['chapter_number']}: " + resp_fallback.text
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except: summary += f"\n\nChapter {ch['chapter_number']}: [Content processed]"
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ms.append({'num': ch['chapter_number'], 'title': ch['title'], 'pov_character': ch.get('pov_character'), 'content': txt})
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with open(ms_path, "w") as f: json.dump(ms, f, indent=2)
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utils.send_heartbeat() # Signal that the task is still alive
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# Update Tracking
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tracking = bible_tracker.update_tracking(folder, ch['chapter_number'], txt, tracking)
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with open(events_track_path, "w") as f: json.dump(tracking['events'], f, indent=2)
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with open(chars_track_path, "w") as f: json.dump(tracking['characters'], f, indent=2)
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with open(warn_track_path, "w") as f: json.dump(tracking.get('content_warnings', []), f, indent=2)
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# Update Lore Index (Item 8: RAG-Lite) — every 3 chapters (lore is stable after ch 1-3)
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if i == 0 or i % 3 == 0:
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tracking['lore'] = bible_tracker.update_lore_index(folder, txt, tracking.get('lore', {}))
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with open(lore_track_path, "w") as f: json.dump(tracking['lore'], f, indent=2)
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# Persist dynamic tracking changes back to the bible (Step 1: Bible-Tracking Merge)
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bp = bible_tracker.merge_tracking_to_bible(bp, tracking)
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with open(bp_path, "w") as f: json.dump(bp, f, indent=2)
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# Update Structured Story State (Item 9: Thread Tracking)
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current_story_state = story_state.update_story_state(txt, ch['chapter_number'], current_story_state, folder)
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# Exp 5: Mid-gen Consistency Snapshot (every 10 chapters)
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# Sample: first 2 + last 8 chapters to keep token cost bounded regardless of book length
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if len(ms) > 0 and len(ms) % 10 == 0:
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utils.log("EDITOR", f"--- Mid-gen consistency check after chapter {ch['chapter_number']} ({len(ms)} written) ---")
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try:
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ms_sample = (ms[:2] + ms[-8:]) if len(ms) > 10 else ms
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consistency = story_editor.analyze_consistency(bp, ms_sample, folder)
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issues = consistency.get('issues', [])
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if issues:
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for issue in issues:
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utils.log("EDITOR", f" ⚠️ {issue}")
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c_score = consistency.get('score', 'N/A')
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c_summary = consistency.get('summary', '')
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utils.log("EDITOR", f" Consistency score: {c_score}/10 — {c_summary}")
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except Exception as _ce:
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utils.log("EDITOR", f" Mid-gen consistency check failed (non-blocking): {_ce}")
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# Dynamic Pacing Check (every other chapter)
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remaining = chapters[i+1:]
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if remaining and len(remaining) >= 2 and i % 2 == 1:
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pacing = story_editor.check_pacing(bp, summary, txt, ch, remaining, folder)
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if pacing and pacing.get('status') == 'add_bridge':
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new_data = pacing.get('new_chapter', {})
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if chapters:
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avg_words = int(sum(c.get('estimated_words', 1500) for c in chapters) / len(chapters))
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else:
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avg_words = 1500
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new_ch = {
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"chapter_number": ch['chapter_number'] + 1,
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"title": new_data.get('title', 'Bridge Chapter'),
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"pov_character": new_data.get('pov_character', ch.get('pov_character')),
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"pacing": "Slow",
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"estimated_words": avg_words,
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"beats": new_data.get('beats', [])
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}
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chapters.insert(i+1, new_ch)
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for k in range(i+1, len(chapters)): chapters[k]['chapter_number'] = k + 1
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with open(chapters_path, "w") as f: json.dump(chapters, f, indent=2)
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utils.log("ARCHITECT", f" -> Pacing Intervention: Added bridge chapter '{new_ch['title']}' to fix rushing.")
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elif pacing and pacing.get('status') == 'cut_next':
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removed = chapters.pop(i+1)
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for k in range(i+1, len(chapters)): chapters[k]['chapter_number'] = k + 1
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with open(chapters_path, "w") as f: json.dump(chapters, f, indent=2)
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utils.log("ARCHITECT", f" -> Pacing Intervention: Removed redundant chapter '{removed['title']}'.")
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elif pacing:
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utils.log("ARCHITECT", f" -> Pacing OK. {pacing.get('reason', '')[:100]}")
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# Increment loop
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i += 1
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duration = time.time() - ch_start
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session_chapters += 1
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session_time += duration
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avg_time = session_time / session_chapters
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eta = avg_time * (len(chapters) - (i + 1))
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prog = 15 + int((i / len(chapters)) * 75)
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utils.update_progress(prog)
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word_count = len(txt.split()) if txt else 0
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utils.log("TIMING", f" -> Ch {ch['chapter_number']} done in {duration:.1f}s | {word_count:,} words | Avg: {avg_time:.1f}s | ETA: {int(eta//60)}m {int(eta%60)}s")
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utils.log("TIMING", f"Writing Phase: {time.time() - t_step:.1f}s")
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# Post-Processing
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t_step = time.time()
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utils.log("SYSTEM", "--- Phase: Post-Processing (Harvest, Cover, Export) ---")
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try:
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utils.update_progress(92)
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utils.log("SYSTEM", " Harvesting metadata from manuscript...")
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bp = bible_tracker.harvest_metadata(bp, folder, ms)
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with open(os.path.join(folder, "final_blueprint.json"), "w") as f: json.dump(bp, f, indent=2)
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utils.update_progress(95)
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utils.log("SYSTEM", " Generating cover and marketing assets...")
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marketing_assets.create_marketing_assets(bp, folder, tracking, interactive=interactive)
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utils.log("SYSTEM", " Updating author persona sample...")
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style_persona.update_persona_sample(bp, folder)
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utils.update_progress(98)
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utils.log("SYSTEM", " Compiling final export files...")
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exporter.compile_files(bp, ms, folder)
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except Exception as _e:
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utils.log("ERROR", f"Post-processing phase failed: {type(_e).__name__}: {_e}")
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raise
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utils.log("TIMING", f"Post-Processing: {time.time() - t_step:.1f}s")
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utils.log("SYSTEM", f"Book Finished. Total Time: {time.time() - total_start:.1f}s")
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finally:
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if os.path.exists(lock_path): os.remove(lock_path)
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def run_generation(target=None, specific_run_id=None, interactive=False):
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utils.log("SYSTEM", "=== run_generation: Initialising AI models ===")
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ai_setup.init_models()
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if not target: target = config.DEFAULT_BLUEPRINT
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data = utils.load_json(target)
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|
|
|
if not data:
|
|
utils.log("ERROR", f"Could not load bible/target: {target}")
|
|
return
|
|
|
|
utils.log("SYSTEM", f"=== Starting Series Generation: {data.get('project_metadata', {}).get('title', 'Untitled')} ===")
|
|
|
|
project_dir = os.path.dirname(os.path.abspath(target))
|
|
runs_base = os.path.join(project_dir, "runs")
|
|
|
|
run_dir = None
|
|
resume_mode = False
|
|
|
|
if specific_run_id:
|
|
run_dir = os.path.join(runs_base, f"run_{specific_run_id}")
|
|
if not os.path.exists(run_dir): os.makedirs(run_dir)
|
|
resume_mode = True
|
|
else:
|
|
latest_run = utils.get_latest_run_folder(runs_base)
|
|
if latest_run:
|
|
has_lock = False
|
|
for root, dirs, files in os.walk(latest_run):
|
|
if ".in_progress" in files:
|
|
has_lock = True
|
|
break
|
|
|
|
if has_lock:
|
|
if Confirm.ask(f"Found incomplete run '{os.path.basename(latest_run)}'. Resume generation?", default=True):
|
|
run_dir = latest_run
|
|
resume_mode = True
|
|
elif Confirm.ask(f"Delete artifacts in '{os.path.basename(latest_run)}' and start over?", default=False):
|
|
shutil.rmtree(latest_run)
|
|
os.makedirs(latest_run)
|
|
run_dir = latest_run
|
|
|
|
if not run_dir: run_dir = utils.get_run_folder(runs_base)
|
|
utils.log("SYSTEM", f"Run Directory: {run_dir}")
|
|
|
|
previous_context = ""
|
|
|
|
for i, book in enumerate(data['books']):
|
|
utils.log("SERIES", f"Processing Book {book.get('book_number')}: {book.get('title')}")
|
|
|
|
if os.path.exists(os.path.join(run_dir, ".stop")):
|
|
utils.log("SYSTEM", "Stop signal detected. Aborting series generation.")
|
|
break
|
|
|
|
meta = data['project_metadata']
|
|
bp = {
|
|
"book_metadata": {
|
|
"title": book.get('title'),
|
|
"filename": book.get('filename'),
|
|
"author": meta.get('author'),
|
|
"genre": meta.get('genre'),
|
|
"target_audience": meta.get('target_audience'),
|
|
"style": meta.get('style', {}),
|
|
"author_details": meta.get('author_details', {}),
|
|
"author_bio": meta.get('author_bio', ''),
|
|
},
|
|
"length_settings": meta.get('length_settings', {}),
|
|
"characters": data.get('characters', []),
|
|
"manual_instruction": book.get('manual_instruction', ''),
|
|
"plot_beats": book.get('plot_beats', []),
|
|
"series_metadata": {
|
|
"is_series": meta.get('is_series', False),
|
|
"series_title": meta.get('title', ''),
|
|
"book_number": book.get('book_number', i+1),
|
|
"total_books": len(data['books'])
|
|
}
|
|
}
|
|
|
|
safe_title = utils.sanitize_filename(book.get('title', f"Book_{i+1}"))
|
|
book_folder = os.path.join(run_dir, f"Book_{book.get('book_number', i+1)}_{safe_title}")
|
|
os.makedirs(book_folder, exist_ok=True)
|
|
|
|
utils.log("SYSTEM", f"--- Starting process_book for '{book.get('title')}' in {book_folder} ---")
|
|
try:
|
|
process_book(bp, book_folder, context=previous_context, resume=resume_mode, interactive=interactive)
|
|
except Exception as _e:
|
|
utils.log("ERROR", f"process_book failed for Book {book.get('book_number')}: {type(_e).__name__}: {_e}")
|
|
raise
|
|
utils.log("SYSTEM", f"--- Finished process_book for '{book.get('title')}' ---")
|
|
|
|
final_bp_path = os.path.join(book_folder, "final_blueprint.json")
|
|
if os.path.exists(final_bp_path):
|
|
final_bp = utils.load_json(final_bp_path)
|
|
|
|
new_chars = final_bp.get('characters', [])
|
|
|
|
if os.path.exists(target):
|
|
current_bible = utils.load_json(target)
|
|
|
|
existing_names = {c['name'].lower() for c in current_bible.get('characters', [])}
|
|
for char in new_chars:
|
|
if char['name'].lower() not in existing_names:
|
|
current_bible['characters'].append(char)
|
|
|
|
for b in current_bible.get('books', []):
|
|
if b.get('book_number') == book.get('book_number'):
|
|
b['title'] = final_bp['book_metadata'].get('title', b.get('title'))
|
|
b['plot_beats'] = final_bp.get('plot_beats', b.get('plot_beats'))
|
|
b['manual_instruction'] = final_bp.get('manual_instruction', b.get('manual_instruction'))
|
|
break
|
|
|
|
with open(target, 'w') as f: json.dump(current_bible, f, indent=2)
|
|
utils.log("SERIES", "Updated World Bible with new characters and plot data.")
|
|
|
|
last_beat = final_bp.get('plot_beats', [])[-1] if final_bp.get('plot_beats') else "End of book."
|
|
previous_context = f"PREVIOUS BOOK SUMMARY: {last_beat}\nCHARACTERS: {json.dumps(final_bp.get('characters', []))}"
|
|
|
|
return
|
|
|
|
|
|
if __name__ == "__main__":
|
|
target_arg = sys.argv[1] if len(sys.argv) > 1 else None
|
|
run_generation(target_arg, interactive=True)
|