jodyjdc
UserAI book-production pipeline with a measured human-band gate (Better Humanizer). Built for Claude Code; also runs on Codex, Antigravity & any file-aware agent.
Categories
Indexed Skills (24)
copy-editing
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting.
humanizer-pro
Measured, register-aware de-AI rewriter for manuscript prose. This is a BRIDGE to the standalone Better Humanizer project (single source of truth), not a copy of it. Use when a chapter reads synthetic, fails the anti-AI scan, or needs to sit inside the real human distribution for fiction (literary register). Replaces the old rule-based `humanizer`. Generates candidate rewrites, scores each with a hybrid stylometric + LLM-judge scorer against a human reference band (floor AND ceiling, so it never over-corrects into machine-laundered prose), vetoes any that lose meaning, keeps the best, and proves it with a number.
beta-reader
Simula 3 leitores radicalmente distintos avaliando o manuscrito — o Devorador (ritmo), o Crítico (profundidade) e o Hostil (furos). Cada um com instruções profundas para evitar convergência. Reporta onde abandonam, o que confunde, o que encanta. Usar na Fase 4 do book-genesis, antes de submissão, ou quando quiser testar o manuscrito.
book-bestseller-studio
Use when the user wants a complete book-production system aimed at commercial viability, bestseller positioning, agent/editor readiness, or launch readiness. Orchestrates book-genesis, book-researcher, literary-agent-panel, book-editor, copy-editing, humanizer-pro, editorial-package, launch-strategy, and content-strategy.
book-editor
Surgical revision specialist. Rewrites specific passages based on Evaluator feedback without degrading existing strengths. Follows the revision taxonomy strictly by priority: structural, connective, prose, factual.
book-genesis-full
Production Mode — full 17-phase pipeline with all 19 skills. Use when you want the complete industrial pipeline with research, evaluation, editorial packaging. For most users, use /book-genesis (Craft Mode) instead.
book-genesis
Use when the user wants to create, plan, draft, evaluate, revise, package, or run a complete AI-assisted book pipeline. Book Genesis turns a one-line idea into a book project with intake, foundation, architecture, drafting, adversarial audit, Genesis Score, and editorial package artifacts.
book-researcher
Market researcher for the Book Genesis pipeline. Analyzes genre landscape, identifies comp titles, finds market gaps, and gathers data/sources for non-fiction. Never writes narrative prose.
book-swarm-panel
Use when a book project needs MiroFish-style simulated reader swarms, niche reader panels, public-opinion simulation, launch reaction testing, cultural/sensitivity risk scouting, agent interviews, review heatmaps, or revision tickets from many fictional readers. Use for requests mentioning simulated readers, public opinion, BookTok/Goodreads/Reddit/Twitter reaction, niche specialists, 20+ agents, crowd response, market reaction, or "MiroFish for books".
chaos-engine
Chaos agent for the Book Genesis pipeline. Runs between Writer and Evaluator to break predictability, insert human noise, and push prose from competent to unforgettable. 8 disruption operations. The agent that introduces wildness into a controlled system.
dialogue-polish
Dedicated dialogue editing pass — ensures distinct character voices, subtext, natural rhythm, and correct dialogue-to-prose ratio. Runs AFTER prose-craft and BEFORE chaos-engine.
hook-craft
Specializes in chapter openings (hooks) and chapter endings (pulls). Every chapter must start with a reason to keep reading and end with a reason to turn the page. Runs after prose-craft, before chaos-engine. The skill that prevents the reader from putting the book down.
mechanical-preprocess
Bash-first mechanical pattern cleanup pipeline — handles em-dash removal, forbidden words, and repetitive structures at scale BEFORE AI agents touch the text. Processes 30+ chapters efficiently.
literary-agent-panel
Use when a manuscript, book concept, opening pages, synopsis, query package, or Book Genesis project needs simulated literary agent, acquiring editor, bookseller, and target-reader review for market viability and publication readiness.
manuscript-manager
Motor de estado. Rastreia tudo entre sessões — capítulos, scores, decisões, handoffs. Sem isso, o contexto se perde e o pipeline desmorona. Usar no INÍCIO e FIM de toda sessão de trabalho no livro. É a peça mais crítica do sistema.
narrative-foundation
Constrói a fundação narrativa do livro — personagens com profundidade psicológica, curva emocional capítulo a capítulo, e tema tecido como pergunta (nunca resposta). Três especialistas integrados num só. Usar na Fase 2 do book-genesis, antes de escrever qualquer capítulo.
book-auto
One-command book generation. Give it an idea, get a publish-ready book. Dispatches the book-orchestrator agent which runs the entire 17-phase pipeline autonomously, pausing only at 3 human checkpoints.
continuity-guardian
Cross-manuscript consistency auditor. Runs after every 3-5 chapter batch and after full manuscript completion. Catches continuity errors, information-flow violations, timeline contradictions, and orphaned plot threads that individual chapter writers miss. The agent that asks "but how does he KNOW that?"
entity-tracker
Builds and maintains ENTITY_STATE.yaml — the persistent structured database of every character, location, object, organization, timeline entry, and world rule in the manuscript. Operates in BUILD mode (initial extraction from existing chapters) and UPDATE mode (incremental tracking as new chapters are written or revised). The single source of truth that other skills consume instead of rebuilding entity databases from scratch.
reader-persona
Builds 3-5 reader personas representing the book's target audience segments. Each persona has reading habits, emotional triggers, deal-breakers, discovery channels, and comp title preferences. Used by writer (voice calibration), evaluator (4-reader simulation), and packager (marketing targeting).
voice-fingerprint
Builds the Voice DNA document — a per-character voice specification that the writer uses to differentiate every character. Includes global narrative voice, per-character voice cards with speech patterns + voice-under-pressure variants, anti-pattern checklist, and benchmark samples. The document that makes the cover-the-name test passable.
prose-craft
Excelência na linha. Abertura que prende, diálogo com subtexto, prosa que um editor sublinha por qualidade. Dois especialistas integrados — gancho (primeiras páginas) e diálogo (toda conversa no livro). Usar na Fase 3 do book-genesis, em revisões de prosa, e sempre que a escrita parecer genérica.
series-architect
Builds the series bible — macro arc, canonical worldbuilding, inter-volume hooks, character consistency, and the "next book" that makes the reader buy. Series sell better than standalones. Use before writing Vol. 2 and whenever the series scope changes.
humanizer-pro
Measured, self-improving rewriter. Generates several candidate rewrites, scores each with a hybrid scorer (std-lib stylometrics + an LLM judge panel) against the real human distribution for a register, applies vetoes, keeps the best, and iterates on the judges' critique. Targets the human band (floor AND ceiling) so it never over-corrects into a machine-laundered tell. v1 register: spontaneous. Explicit non-goal: defeating commercial AI detectors.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.