Fix chapter_production: use correct polished file pattern (staging/polished/chapter-ch-XX.md)

templates/chapter_production.yml

@@ -3,10 +3,8 @@ description: "CLP self-driving chapter dispatch -- checks project pipeline statu
 debug: true
 model: power
 system: agent_prompt
-
 agent_prompt:
   - "= identity.md"
-
 sections:
   - agent
   - project
@@ -14,7 +12,6 @@ sections:
   - rag
   - message
   - instructions
-
 steps:
   - type: tool
     action: git_read_file
@@ -29,21 +26,32 @@ steps:
     hint: |
       You are {agent.name}, production manager for {project.name}.
 
-      Review the DELIVERABLES section above. Count the final-chapter-*.md files.
-      These are the chapters that have been fully completed (written + polished + approved).
+      Review the DELIVERABLES section above.
 
-      Also check the BOOK OUTLINE if available above.
+      STEP 1 -- Count completed (polished) chapters:
+      Look for files matching the pattern: staging/polished/chapter-ch-XX.md
+      Count how many such files exist (ch-01, ch-02, etc.)
+      These are the chapters that have been fully written AND polished.
 
-      Determine which chapter needs to be written NEXT:
-      - If no chapters exist: ch-01
-      - If ch-01 exists but ch-02 does not: ch-02
-      - Continue this pattern up to the chapter_target_words limit
-      - If all chapters are complete: the book is DONE
+      STEP 2 -- Count in-progress (drafted) chapters:
+      Look for any staging files that suggest a chapter has been drafted but not polished.
+      Examples: review files, roundtable files, or draft files for a given chapter ref.
+
+      STEP 3 -- Determine next chapter:
+      The next chapter to write is the first chapter that has NO draft files at all.
+      - If polished: ch-01 through ch-04 and draft evidence for ch-05: next is ch-06
+      - If polished: ch-01 and draft evidence for ch-02: next is ch-03
+      - If nothing exists for any chapter: next is ch-01
+
+      Also check the BOOK OUTLINE if available above for chapter titles and total count.
+      If all chapters exist in some form up to the outline limit: the book is DONE.
 
       Output:
       STATUS: NEEDS_CHAPTER or COMPLETE
       NEXT_CHAPTER: ch-01 (or ch-02, etc., or N/A if COMPLETE)
       CHAPTER_TITLE: <from outline if available, otherwise "Chapter N">
+      POLISHED_COUNT: <number of staging/polished/chapter-ch-*.md files found>
+      DRAFTED_COUNT: <number of chapters with any staging evidence>
 
   - type: think
     max_tokens: 100