- Remove project_index dispatch from chapter_production.yml entirely.
chapter_production should ONLY dispatch book_chapter. The project_index
dispatch belongs to book_editorial (which already handles it correctly).
This was the root cause of the CLM hallucination cascade:
pulse_check -> project_review -> chapter_production -> project_index -> marketing_campaign (infinite loop)
- Add clm_dispatch_gate guard in project_index.yml. project_index now checks
whether its task message is a real book-complete signal or a generic/none
message. If gate is 'skip', clm_dispatch_content is 'none' and the enqueue
call returns gracefully (optional: true). Only fires when triggered by
book_editorial with a legitimate completion message.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
116 lines
4.2 KiB
YAML
116 lines
4.2 KiB
YAML
name: chapter_production
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description: "CLP self-driving chapter dispatch -- checks project pipeline status and spawns the next unwritten chapter."
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debug: true
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model: power
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system: agent_prompt
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agent_prompt:
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- "= identity.md"
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sections:
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- agent
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- project
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- deliverables
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- rag
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- message
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- instructions
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steps:
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- type: tool
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action: git_read_file
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optional: true
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output_key: book_outline_text
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params:
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path: "outline.md"
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- type: think
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max_tokens: 2000
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output_key: next_chapter_decision
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hint: |
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You are {agent.name}, production manager for {project.name}.
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Review the DELIVERABLES section above.
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STEP 1 -- Count fully polished chapters (sequential):
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Look for files matching: staging/polished/chapter-ch-XX.md
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Walk the sequence from ch-01 upward. Count how many consecutive chapters
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have a polished file. STOP counting at the first gap -- a missing polished
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file breaks the sequence even if later chapters are polished.
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Example: ch-01, ch-02, ch-03 exist but ch-04 missing -> sequential polished = 3
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even if ch-05 polished file also exists.
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STEP 2 -- Identify the next chapter needed:
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NEXT_CHAPTER = the first chapter in the sequence that does NOT have a polished file.
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This is always sequential_polished_count + 1.
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Example: ch-01 through ch-05 polished, ch-06 missing -> NEXT_CHAPTER = ch-06
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Even if ch-07 is already polished, ch-06 must be completed first.
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STEP 3 -- Check if NEXT_CHAPTER is already in the pipeline:
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Look in DELIVERABLES for any staging evidence for NEXT_CHAPTER:
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- A draft file (e.g. Chapter_6_draft.md or Chapter_06_draft.md)
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- Any review files (e.g. Chapter_6_review_a.md)
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If staging evidence exists for NEXT_CHAPTER: it is ALREADY_IN_PIPELINE.
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If no staging evidence at all: it is NEEDS_DRAFT.
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STEP 4 -- Determine STATUS:
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Check the BOOK OUTLINE for total chapter count (TOTAL_CHAPTERS).
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If sequential_polished_count >= TOTAL_CHAPTERS: STATUS = COMPLETE
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Otherwise: STATUS = NEEDS_CHAPTER
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Output:
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STATUS: NEEDS_CHAPTER or COMPLETE
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NEXT_CHAPTER: ch-06 (or whichever, or N/A if COMPLETE)
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CHAPTER_TITLE: <from outline if available>
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SEQUENTIAL_POLISHED: <count of consecutive polished chapters from ch-01>
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ALREADY_IN_PIPELINE: yes or no
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PIPELINE_STAGE: draft-only / has-reviews / has-polish / none
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- type: think
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max_tokens: 100
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output_key: production_status
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hint: |
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Read the STATUS line from the chapter production decision above.
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Output EXACTLY one of these values, nothing else:
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- NEEDS_CHAPTER
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- COMPLETE
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- type: think
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max_tokens: 400
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output_key: chapter_dispatch_message
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hint: |
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Read the next chapter decision above.
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If STATUS is COMPLETE: output exactly: none
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If STATUS is NEEDS_CHAPTER:
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- If ALREADY_IN_PIPELINE is "yes": the chapter has a draft but is not polished.
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Write a dispatch message instructing the author to pick up from the existing draft,
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run the roundtable and polish sequence, and NOT re-draft from scratch.
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Include: "Note: a draft already exists for this chapter in staging -- proceed directly
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to chapter_roundtable using the existing draft. Do not re-write the draft."
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- If ALREADY_IN_PIPELINE is "no": write a normal chapter dispatch message.
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Always include:
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- Book: {project.name} ({genre_name})
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- Chapter to write: the NEXT_CHAPTER value from the decision
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- Chapter title: the CHAPTER_TITLE value
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- Characters: {character_profiles}
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- Word count target: {chapter_target_words} words
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- Instruction: check the most recent polished chapter for continuity,
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then write this chapter following the outline
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Output ONLY the dispatch message. No preamble.
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# Dispatch the next chapter if NEEDS_CHAPTER
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- type: tool
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action: enqueue_strategy
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optional: true
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params:
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company_slug: "crimson_leaf_publishing"
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project_slug: "{project.slug}"
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task_type: "book_chapter"
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content: "{chapter_dispatch_message}"
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- type: reply
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target: channel
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channel_name: "crimson_leaf_publishing:live-feed"
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adjudication:
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enabled: false |