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Non-fiction patterns — problem-solution structure, learner personas, evidence hierarchy, argument structure, chapter template.
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Based on SOC occupation classification
Generate interior illustrations for book chapters. Analyzes scenes, creates style-consistent illustration prompts, and produces illustration plan with placement metadata.
Phase 5: Publishing. Convert to EPUB/PDF/MOBI/TXT/Markdown, cover design, metadata, title candidates, KDP checklist, marketing plan.
AI-native publishing system: autonomous multi-phase workflows from ideation to export. Fiction, non-fiction, and technical books. Trigger: /velith or book-related requests.
Phase 3: Drafting. Plan-Then-Execute chapter generation with parallel writing and continuity validation.
Phase 4: Editing. 5-stage pipeline — editorial assessment, developmental edit, line edit, copy edit, proofread.
Phase 1: Ideation. Concept validation, market gap analysis, competitive matrix, final concept selection.
| name | book-nonfiction |
| description | Non-fiction patterns — problem-solution structure, learner personas, evidence hierarchy, argument structure, chapter template. |
Chapter template: Hook(empathy) → Problem(why it matters) → Evidence(proof) → Framework(solution model) → Application(concrete examples) → Summary(3 points + bridge).
Learner levels: Novice ("Why?" · analogies) → Competent ("How?" · real scenarios) → Expert (root causes · edge cases).
Evidence hierarchy (high→low): Research(peer-reviewed) → Data(statistics) → Case Study(3+) → Experience(post-mortems) → Anecdote(empathy only). Core claims require Data+.
Argument: Claim(what) + Warrant(why valid) + Impact(so what). Strong = Claim + multiple Warrants + specific Impact.
Callouts (≤3/chapter): Tip · Warning · Example · Exercise.
Difficulty gradient: ▁▂▃ Intro → ▃▄▅ Basics → ▅▆▇ Practice → ▇▇██ Advanced. First chapter of each part slightly easier than last of previous.
