Fix blank project.yml files -- add name, goal, genre, audience, chapter counts and correct intent templates for whispers-in-the-dark, echoes-of-the-forest, book-marketing-agency, and marketing-strategy
This commit is contained in:
David Baity
127
templates/human_polish_brief.yml
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127
templates/human_polish_brief.yml
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name: human_polish_brief
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description: "Produces a targeted human polish brief for a chapter that requires voice correction, style diversity improvement, or AI-fingerprint reduction."
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debug: false
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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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# Step 0: load the chapter content
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- type: tool
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action: git_read_file
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optional: false
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output_key: chapter_text
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params:
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path: "staging/draft/{chapter.slug}.md"
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# Step 1: load the slop gate flag report if available
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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: slop_gate_report
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params:
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path: "staging/flags/slop_gate_flag_{task.parent_id}.md"
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# Step 2: load voice signature for comparison
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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: voice_signature
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params:
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path: "agents/{agent.name}/voice_signature.json"
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# Step 3: load the chapter outline for this chapter
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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: chapter_brief
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params:
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path: "staging/briefs/brief-{chapter.slug}.md"
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# Step 4: produce the full human polish brief
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- type: think
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max_tokens: 3000
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output_key: polish_brief
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hint: |
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You are {agent.name}, producing a Human Polish Brief for {project.name}.
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The brief tells a human editor exactly what to fix in this chapter and why.
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Chapter content: the DELIVERABLES section above.
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Slop gate report: {slop_gate_report}
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Author voice signature: {voice_signature}
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Chapter brief / outline: {chapter_brief}
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Structure your brief as follows:
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## Human Polish Brief -- {chapter.slug}
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### Why This Chapter Needs Human Revision
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[2-3 sentences: what triggered this brief. Be specific. Cite gate scores if available.]
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### Priority Revision Targets
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[4-8 numbered items. For each:]
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- LOCATION: paragraph N or approximate position in chapter
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- QUOTE: the exact passage (1-3 sentences) that needs revision
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- PROBLEM: what makes this feel AI-generated or voice-wrong
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- DIRECTION: what the human should do instead (specific, not vague)
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### Voice Calibration Notes
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[3-5 bullet points on what authentic voice for this author and project sounds like.
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If voice_signature is available, reference the pacing_profile and register.
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If not available, derive from the project genre and character context.]
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### Sentence Architecture Guidance
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[Specific advice on sentence length variety, opening word variety, paragraph rhythm.
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Target: at least 3 different sentence lengths per paragraph, no two consecutive
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paragraphs opening with the same grammatical structure.]
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### Style Diversity Targets
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[Specific patterns to break: list the repeated constructions found in this chapter
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(e.g., "5 of 12 paragraphs begin with 'She'") and alternatives.]
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### Acceptance Criteria
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The revised chapter should:
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- Achieve AI fingerprint score < 50 on re-check
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- Show sentence length variance > 8.0
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- Have opening word repetition rate < 0.25
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- Preserve all plot beats and character beats from the chapter brief
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- Maintain the genre and audience register
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Output ONLY the brief text above. No preamble.
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# Step 5: write brief to deliverables
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- type: document
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source_step: polish_brief
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filename: "human_polish_brief_{chapter.slug}"
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dest_path: "staging/flags"
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commit_msg: "brief: human polish brief for {chapter.slug} -- task {task.id}"
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# Step 6: reply to channel
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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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hint: |
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Post: "Human Polish Brief ready for {chapter.slug}. Saved to staging/flags/.
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Assign to a human editor or David for manual revision before re-running the slop gate."
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adjudication:
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enabled: true
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pass_threshold: 65
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deliverable_type: brief
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criteria:
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specificity:
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weight: 40
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description: "Revision targets quote actual text and give specific direction"
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completeness:
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weight: 35
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description: "All required sections present with meaningful content"
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actionability:
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weight: 25
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description: "A human editor can follow the brief without additional context"
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405
templates/kdp_publish.yml
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405
templates/kdp_publish.yml
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name: kdp_publish
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description: "KDP publishing pipeline. Hard prerequisites in order: chapter readiness, manuscript-level slop gate (AI fingerprint + style diversity + human polish log within 7 days), KDP compliance, KDP throttle window. Failing any prerequisite halts upload and routes to a remediation task. No operator override -- the only path past a failed gate is the remediation task succeeding and the pipeline being re-run."
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debug: false
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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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# =========================================================================
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# STAGE 1: Readiness check -- all chapters polished?
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# =========================================================================
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- type: tool
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action: git_read_file
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optional: false
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output_key: canonical_manifest
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params:
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path: "canonical_manifest.json"
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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: pipeline_status
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params:
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path: "pipeline_status.json"
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- type: tool
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action: git_read_file
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optional: false
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output_key: book_metadata
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params:
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path: "publishing/metadata.yml"
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- type: think
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max_tokens: 600
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output_key: readiness_check
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hint: |
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You are {agent.name} checking if {project.name} is ready for KDP submission.
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Canonical manifest: {canonical_manifest}
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Pipeline status: {pipeline_status}
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Check:
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1. Are ALL chapters listed in the manifest in "polished" status?
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2. Is the total word count above 20,000 words? (KDP minimum for a full novel)
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3. Is there a metadata.yml with title, description, keywords, categories,
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author name, and price_usd?
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If all checks pass, output:
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READINESS: GO
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[brief summary of chapter count, word count, and book title]
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If any check fails, output:
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READINESS: BLOCKED
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[specific list of what is missing]
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- type: think
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max_tokens: 20
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output_key: readiness_status
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hint: |
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Read the READINESS line from the check above.
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Output ONLY the word: GO or BLOCKED. Nothing else.
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- type: branch
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condition: "{readiness_status} == BLOCKED"
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target: publish_blocked
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# =========================================================================
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# STAGE 2: Assemble manuscript and inject AI disclosure into description
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# =========================================================================
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- type: tool
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action: assemble_manuscript
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optional: false
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output_key: manuscript_result
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params:
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project_id: "{project.id}"
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output_format: "plain_text"
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- type: think
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max_tokens: 800
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output_key: enriched_metadata
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hint: |
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You are preparing the KDP submission metadata for {project.name}.
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Existing metadata YAML:
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{book_metadata}
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Sprint 84j requirement: the description MUST contain an AI-disclosure
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sentence near the end. KDP's content-policy rule R007 requires this and
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Tool.SlopDetector.check_kdp_compliance will fail without it.
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If the description already contains language matching any of:
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"AI-assisted", "AI assisted", "AI-generated", "AI generated",
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"artificial intelligence", "written with AI", "created with AI"
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then leave it as-is.
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Otherwise, append exactly one short paragraph at the END of the description:
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"This book was developed with AI assistance under human creative direction.
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The story, characters, and creative choices were shaped by the author in
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collaboration with an AI writers' room."
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Re-emit the FULL metadata as a JSON object with these keys (use real values
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from the YAML; do not invent any):
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title, author, description, price_usd, keywords (array), categories (array)
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Output ONLY the JSON. No preamble, no markdown fence.
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# =========================================================================
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# STAGE 3: Slop gate -- AI fingerprint + style diversity (manuscript-level)
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# Hard prerequisite for KDP upload. Failure spawns human_polish_brief.
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# =========================================================================
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- type: tool
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capability: Tool_SlopDetector
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optional: false
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output_key: ai_fingerprint
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params:
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action: "detect_ai_fingerprint"
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text: "{manuscript_result.text}"
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provider_pool: ["local_heuristic"]
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- type: tool
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capability: Tool_SlopDetector
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optional: false
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output_key: style_analysis
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params:
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action: "analyse_style_diversity"
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text: "{manuscript_result.text}"
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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: human_polish_log
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params:
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path: "publishing/human_polish_log.md"
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- type: think
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max_tokens: 800
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output_key: slop_gate_assessment
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hint: |
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You are {agent.name} acting as the manuscript-level slop gate for
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{project.name}. Sprint 84j requires three independent pass conditions
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before KDP upload may proceed. Be strict. Do NOT rationalise borderline
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results upward.
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AI fingerprint (Tool.SlopDetector.detect_ai_fingerprint): {ai_fingerprint}
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Style diversity (Tool.SlopDetector.analyse_style_diversity): {style_analysis}
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Human polish log (publishing/human_polish_log.md): {human_polish_log}
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Today is {task.created_utc}.
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DIMENSION 1 -- AI FINGERPRINT (PASS if aggregate_score < 65)
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Read aggregate_score from ai_fingerprint. Lower is better.
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If aggregate_score < 65: PASS
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Otherwise: FAIL with the score and any provider disagreement noted
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DIMENSION 2 -- STYLISTIC QUALITY (PASS if all of the below)
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- sentence_length_variance > 8.0 (chapter rhythm not flat)
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- opening_word_repetition_rate < 0.15 (paragraphs do not all start the same)
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- metaphor_family_clusters >= 3 (imagery is not single-register)
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- dialogue_tag_diversity >= 6 (or 0 if there is genuinely no dialogue)
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Any single failure means the dimension FAILs. List which thresholds missed.
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DIMENSION 3 -- HUMAN POLISH (PASS if there is a polish_log entry whose
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timestamp is within the last 7 days)
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If human_polish_log is empty or its newest entry is older than 7 days:
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FAIL.
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If a polish entry exists within 7 days: PASS.
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OUTPUT EXACTLY this format:
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KDP_FINGERPRINT: PASS|FAIL
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<one-sentence justification with score>
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KDP_STYLE: PASS|FAIL
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<one-sentence justification with the specific style metrics that crossed/missed>
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KDP_POLISH: PASS|FAIL
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<one-sentence justification citing the most recent polish_log timestamp or its absence>
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KDP_OVERALL: PASS|FAIL
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<PASS only if all three dimensions are PASS; otherwise FAIL>
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REMEDIATION_BRIEF:
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<if KDP_OVERALL is FAIL: 3-6 sentences describing what the human polish task should
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target -- specific chapters, specific style metrics, specific opening passages.
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If KDP_OVERALL is PASS: write the literal string "n/a">
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- type: think
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max_tokens: 20
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output_key: slop_gate_status
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hint: |
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Read the KDP_OVERALL line from the assessment above.
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Output ONLY the word: PASS or FAIL. Nothing else.
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- type: document
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source_step: slop_gate_assessment
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filename: "slop-gate-{task.id}"
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dest_path: "deliverables/slop-gate"
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commit_msg: "slop_gate: manuscript verdict for kdp_publish task {task.id}"
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- type: branch
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condition: "{slop_gate_status} == FAIL"
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target: slop_gate_failed
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# =========================================================================
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# STAGE 4: KDP compliance check (Tool.SlopDetector check_kdp_compliance)
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# =========================================================================
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- type: tool
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capability: Tool_SlopDetector
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optional: false
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output_key: compliance_result
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params:
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action: "check_kdp_compliance"
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metadata: "{enriched_metadata}"
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manuscript_text: "{manuscript_result.text}"
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- type: think
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max_tokens: 400
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output_key: compliance_evaluation
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hint: |
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Review the KDP compliance check result: {compliance_result}
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If all_pass is true: output GO
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If any rule failed: list the failed rules and output BLOCKED with reasons.
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Output exactly:
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COMPLIANCE: GO
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or
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COMPLIANCE: BLOCKED
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[list of failed rules with rule_id and issue]
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- type: think
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max_tokens: 20
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output_key: compliance_status
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hint: |
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Read the COMPLIANCE line from the evaluation above.
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Output ONLY the word: GO or BLOCKED. Nothing else.
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- type: branch
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condition: "{compliance_status} == BLOCKED"
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target: compliance_blocked
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# =========================================================================
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# STAGE 5: KDP throttle gate -- daily and weekly upload caps
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# =========================================================================
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- type: tool
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action: kdp_throttle_check
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optional: false
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output_key: throttle_result
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- type: think
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max_tokens: 20
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output_key: throttle_status
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hint: |
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Read the throttle_result JSON: {throttle_result}
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Output ONLY one of these two words based on the verdict field:
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PROCEED (if verdict is "PROCEED")
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HALT (if verdict is "HALT")
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Nothing else.
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- type: branch
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condition: "{throttle_status} == HALT"
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target: throttle_blocked
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# =========================================================================
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# STAGE 6: Format manuscript and validate cover (Tool.AmazonKdp)
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# =========================================================================
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- type: tool
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capability: Tool_AmazonKdp
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optional: false
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output_key: format_result
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params:
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action: "kdp_format_manuscript"
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manuscript_text: "{manuscript_result.text}"
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manuscript_result: "{manuscript_result}"
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- type: tool
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capability: Tool_AmazonKdp
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optional: false
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output_key: cover_validation
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params:
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action: "kdp_validate_cover"
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image_path: "publishing/cover.jpg"
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# =========================================================================
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# STAGE 7: Upload (only reached when ALL gates pass)
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# =========================================================================
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- type: tool
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capability: Tool_AmazonKdp
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optional: false
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output_key: upload_result
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params:
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action: "kdp_upload_book"
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metadata: "{enriched_metadata}"
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epub_path: "{format_result.epub_artifact_path}"
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cover_path: "publishing/cover.jpg"
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is_ai_assisted: true
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# Record the upload against the throttle counter so the next run respects the cap.
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- type: tool
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action: kdp_throttle_record
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optional: true
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output_key: throttle_record_result
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- type: document
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source_step: upload_result
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filename: "kdp_submission_{task.id}"
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dest_path: "publishing/submissions"
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commit_msg: "kdp: submission record {task.id} -- ASIN {upload_result.asin}"
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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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hint: |
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Post: "PUBLISHED: {project.name} live on Amazon.
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ASIN: {upload_result.asin}
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Status: {upload_result.status}
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URL: {upload_result.sales_page_url}"
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- type: close
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rag_update: true
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# =========================================================================
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# FAIL PATHS
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# =========================================================================
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- type: label
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name: slop_gate_failed
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- type: tool
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action: enqueue_strategy
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optional: false
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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: "human_polish_brief"
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content: "Slop gate failed for {project.name} during kdp_publish task {task.id}. See deliverables/slop-gate/slop-gate-{task.id}.md for the assessment. The remediation brief in that document defines what the human polish pass must address. Re-run kdp_publish after the polish is committed to the manuscript and a new entry appears in publishing/human_polish_log.md."
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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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||||
hint: |
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Post: "KDP upload HALTED for {project.name} -- slop gate failed.
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Verdict written to deliverables/slop-gate/. Human polish task spawned.
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Re-run kdp_publish after human polish is committed."
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||||
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||||
- type: close
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rag_update: false
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||||
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||||
- type: label
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||||
name: publish_blocked
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||||
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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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||||
hint: |
|
||||
Post: "KDP publish BLOCKED for {project.name} -- manuscript not ready.
|
||||
Details: {readiness_check}"
|
||||
|
||||
- type: close
|
||||
rag_update: false
|
||||
|
||||
- type: label
|
||||
name: compliance_blocked
|
||||
|
||||
- type: reply
|
||||
target: channel
|
||||
channel_name: "crimson_leaf_publishing:live-feed"
|
||||
hint: |
|
||||
Post: "KDP publish BLOCKED for {project.name} -- compliance check failed.
|
||||
Details: {compliance_evaluation}"
|
||||
|
||||
- type: close
|
||||
rag_update: false
|
||||
|
||||
- type: label
|
||||
name: throttle_blocked
|
||||
|
||||
- type: reply
|
||||
target: channel
|
||||
channel_name: "crimson_leaf_publishing:live-feed"
|
||||
hint: |
|
||||
Post: "KDP upload DEFERRED for {project.name} -- throttle window not open.
|
||||
Throttle response: {throttle_result}.
|
||||
Retry kdp_publish after the throttle window opens. The slop gate, compliance,
|
||||
and assembly results all PASSED -- only the rate limit is blocking."
|
||||
|
||||
- type: close
|
||||
rag_update: false
|
||||
|
||||
adjudication:
|
||||
enabled: false
|
||||
145
templates/slop_gate.yml
Normal file
145
templates/slop_gate.yml
Normal file
@@ -0,0 +1,145 @@
|
||||
name: slop_gate
|
||||
description: "AI-slop detection gate -- runs after chapter_production to catch AI fingerprinting. Fails the gate if aggregate AI score is too high; routes to human_polish_brief if flagged."
|
||||
debug: false
|
||||
model: power
|
||||
system: agent_prompt
|
||||
agent_prompt:
|
||||
- "= identity.md"
|
||||
sections:
|
||||
- agent
|
||||
- project
|
||||
- rag
|
||||
- message
|
||||
- instructions
|
||||
steps:
|
||||
# Step 0: load the chapter content from staging
|
||||
- type: tool
|
||||
action: git_read_file
|
||||
optional: false
|
||||
output_key: chapter_text
|
||||
params:
|
||||
path: "staging/draft/{chapter.slug}.md"
|
||||
|
||||
# Step 1: run AI fingerprint detection via Tool.SlopDetector
|
||||
- type: tool
|
||||
capability: Tool_SlopDetector
|
||||
optional: false
|
||||
output_key: ai_detection_result
|
||||
params:
|
||||
action: "detect_ai_fingerprint"
|
||||
text: "{chapter_text}"
|
||||
provider_pool: ["local_heuristic"]
|
||||
|
||||
# Step 2: run style diversity analysis
|
||||
- type: tool
|
||||
capability: Tool_SlopDetector
|
||||
optional: true
|
||||
output_key: style_analysis_result
|
||||
params:
|
||||
action: "analyse_style_diversity"
|
||||
text: "{chapter_text}"
|
||||
|
||||
# Step 3: load the author voice signature for comparison
|
||||
- type: tool
|
||||
action: git_read_file
|
||||
optional: true
|
||||
output_key: voice_signature
|
||||
params:
|
||||
path: "agents/{agent.name}/voice_signature.json"
|
||||
|
||||
# Step 4: evaluate the detection results
|
||||
- type: think
|
||||
max_tokens: 800
|
||||
output_key: gate_evaluation
|
||||
hint: |
|
||||
You are {agent.name} evaluating a slop gate check for a chapter from {project.name}.
|
||||
|
||||
AI detection result: {ai_detection_result}
|
||||
Style diversity analysis: {style_analysis_result}
|
||||
Author voice signature: {voice_signature}
|
||||
|
||||
Rules:
|
||||
- If aggregate_score >= 75: the chapter has strong AI fingerprinting. Flag it.
|
||||
- If aggregate_score >= 50 and sentence_length_variance < 5.0: mixed signal. Flag it.
|
||||
- If aggregate_score < 50 and opening_word_repetition_rate < 0.3: PASS.
|
||||
- If voice_signature is available and pacing_profile or register is very different
|
||||
from the signature, note the drift even if score is below threshold.
|
||||
|
||||
Output one of:
|
||||
GATE_STATUS: PASS
|
||||
GATE_STATUS: FLAG
|
||||
|
||||
Then provide 2-3 sentences explaining the decision.
|
||||
If flagging, list 2-3 specific signals that triggered the flag (e.g., sentence
|
||||
length variance, AI fingerprint score, opening word repetition).
|
||||
|
||||
# Step 5: extract the gate status
|
||||
- type: think
|
||||
max_tokens: 20
|
||||
output_key: gate_status
|
||||
hint: |
|
||||
Read the GATE_STATUS line from the evaluation above.
|
||||
Output ONLY the word: PASS or FLAG. Nothing else.
|
||||
|
||||
# Step 6: if PASS -- close and log
|
||||
- type: branch
|
||||
condition: "{gate_status} == PASS"
|
||||
target: close_gate
|
||||
|
||||
# Step 7: if FLAG -- produce human polish brief and halt chapter for review
|
||||
- type: think
|
||||
max_tokens: 1200
|
||||
output_key: polish_brief
|
||||
hint: |
|
||||
The slop gate has flagged this chapter. You are writing a Human Polish Brief --
|
||||
a set of specific, actionable instructions for a human editor to revise this chapter.
|
||||
|
||||
Base your brief on:
|
||||
- The AI detection signals identified in the evaluation
|
||||
- The style diversity analysis (which sentence patterns are too uniform?)
|
||||
- The voice signature drift (if any)
|
||||
- The actual chapter text
|
||||
|
||||
Your brief must include:
|
||||
1. WHAT TRIGGERED THE FLAG: the specific signals (be numerical where possible)
|
||||
2. THE CORE PROBLEM: one sentence describing the main issue (e.g., "Every paragraph
|
||||
begins with a pronoun and has nearly identical sentence length.")
|
||||
3. REVISION TARGETS: 4-6 specific passages or patterns that need human rewriting.
|
||||
Quote the actual text. Say what makes it feel AI-generated.
|
||||
4. VOICE GUIDANCE: what the author's authentic voice should feel like for this
|
||||
project and chapter. Reference the voice signature if available.
|
||||
5. ACCEPTANCE CRITERIA: what the chapter needs to score on re-check to pass the gate.
|
||||
|
||||
Output ONLY the brief text. No preamble.
|
||||
|
||||
- type: document
|
||||
source_step: polish_brief
|
||||
filename: "slop_gate_flag_{task.id}"
|
||||
dest_path: "staging/flags"
|
||||
commit_msg: "slop_gate: flag {chapter.slug} for human polish -- task {task.id}"
|
||||
|
||||
- type: reply
|
||||
target: channel
|
||||
channel_name: "crimson_leaf_publishing:live-feed"
|
||||
hint: |
|
||||
Post: "Slop gate FLAGGED {chapter.slug} -- human polish required. Brief saved to
|
||||
staging/flags/. AI score: {ai_detection_result.aggregate_score}."
|
||||
|
||||
- type: close
|
||||
rag_update: false
|
||||
|
||||
# Gate pass path
|
||||
- type: label
|
||||
name: close_gate
|
||||
|
||||
- type: reply
|
||||
target: channel
|
||||
channel_name: "crimson_leaf_publishing:live-feed"
|
||||
hint: |
|
||||
Post: "Slop gate PASSED {chapter.slug} -- AI score within acceptable range."
|
||||
|
||||
- type: close
|
||||
rag_update: false
|
||||
|
||||
adjudication:
|
||||
enabled: false
|
||||
Reference in New Issue
Block a user