write

Initialize novel state directory structure (bible/state/timeline)

Check prose for AI flatness using local perplexity measurement

Run periodic review suite on completed section (reads project config)

Consolidate multiple style analyses into unified voice.md. Reconciles conflicting patterns, weights by source priority, and produces actionable style constraints.

Extract quantified style rules from source texts. Analyzes exemplar novels to build voice.md patterns including sentence metrics, dialogue ratios, vocabulary frequency, and forbidden patterns.

Worldbuilding and continuity specialist. Tracks characters, timelines, locations, and lore across the manuscript. Catches contradictions before they become plot holes.

Structural analysis specialist. Evaluates story architecture, character arcs, pacing, and thematic coherence. Works at the forest level, not the trees.

Primary fiction writer and creative coordinator for story development. Handles the full creative pipeline—from planning through prose—while maintaining character voice, story vision, and atmospheric consistency. Discovers project-specific voice and world from documentation.

Adult content specialist. Designs intimate scenes AND evaluates content boundaries. Creates scene frameworks with appropriate heat levels while arbitrating whether existing content serves narrative purpose or crosses into gratuitous territory.

Prose quality specialist. Sentence-level craft, rhythm, word choice, and mechanical polish. Works at the tree level after forest is sound.

Manuscript review and revision coordination specialist. Provides structural editing, identifies narrative issues, and manages revision cycles for completed drafts.

Character consistency validation for fiction manuscripts. Checks voice authenticity, knowledge boundaries, and relationship dynamics against project bible.

Continuity validation for fiction manuscripts. Checks timeline, spatial logic, object tracking, and knowledge boundaries against project state files.

State extraction for fiction manuscripts. Records situation, characters, knowledge, and inventory after sections pass validation.

Style validation for fiction manuscripts. Checks voice compliance, variance metrics, POV, tense, show-vs-tell against project bible.

Story structure specialist. Builds beat sheets, chapter outlines, and narrative architecture. Ensures transformation arcs and pacing before prose generation begins.

Rewrites flagged flat prose using Verbalized Sampling (VS-Tail) to increase perplexity variance while preserving voice and meaning.

Comprehensive prose review specialist. Combines voice enforcement, craft analysis, continuity auditing, and coherence validation. Mode flags control scope. Loads voice rules dynamically from project docs. NOTE - Cannot detect AI-generated content (use ai-detector for GPTZero metrics).

Draft generation specialist. Expands outlines into prose while maintaining voice consistency, rhythm variation, and transformation arcs. Works from structure, not from nothing.

Export fiction manuscripts to professional book formats (PDF, ePub) with research-informed styling profiles. Includes profiles for manuscript drafts, beta readers, and publication-ready output.

Python-based markdown to PDF/EPUB converter with custom font embedding. Generates both formats in a single run using pypandoc.

Grammar and style checking using local LanguageTool server (localhost:8081). Detects grammar errors, style issues, and provides suggestions for improving text quality.

Novel writing state management structure. Documents the bible/state/timeline directory pattern for tracking manuscript state across sessions.

Quality gate measuring prose flatness via local perplexity computation using Ollama + Ministral 8B. Returns pass/fail verdict with diagnostics for automated workflow gates.

Quantified prose analysis for voice.md generation. Extracts sentence metrics, dialogue profiles, vocabulary patterns, and forbidden word detection from exemplar texts.